yao-meta-skill/reports/review-studio.json

{
  "schema_version": "2.0",
  "ok": true,
  "skill_dir": ".",
  "summary": {
    "decision": "review",
    "world_class_score": 92,
    "gate_count": 13,
    "blocker_count": 0,
    "warning_count": 2,
    "action_count": 2,
    "annotation_count": 0,
    "open_annotation_count": 0,
    "open_annotation_blocker_count": 0,
    "open_annotation_warning_count": 0
  },
  "gates": [
    {
      "key": "intent-canvas",
      "label": "意图画布",
      "status": "pass",
      "detail": "intent confidence 100/100; Intent is clear enough to package the first routeable version.",
      "evidence": "reports/intent-confidence.json",
      "link": "intent-confidence.md"
    },
    {
      "key": "trigger-lab",
      "label": "触发实验",
      "status": "pass",
      "detail": "13 trigger cases; 0 misroutes; 0 ambiguous",
      "evidence": "reports/route_scorecard.json",
      "link": "route_scorecard.md"
    },
    {
      "key": "output-lab",
      "label": "输出实验",
      "status": "warn",
      "detail": "5/5 cases; with-skill 100.0; baseline 0.0; file-backed 1; near-neighbor 1; blind A/B 5; exec 10; command 10; model 0; recorded 0; reviewed 0/5; review pending 5",
      "evidence": "reports/output_quality_scorecard.json",
      "link": "output_quality_scorecard.md"
    },
    {
      "key": "context-budget",
      "label": "上下文",
      "status": "pass",
      "detail": "initial load 944/1000; quality density 137.7",
      "evidence": "reports/context_budget.json",
      "link": "context_budget.md"
    },
    {
      "key": "runtime-matrix",
      "label": "运行矩阵",
      "status": "pass",
      "detail": "5 / 5 targets pass",
      "evidence": "reports/conformance_matrix.json",
      "link": "conformance_matrix.md"
    },
    {
      "key": "trust-report",
      "label": "信任报告",
      "status": "pass",
      "detail": "0 secrets; 69 scripts; 3 network-capable scripts; 0 help smoke failures",
      "evidence": "reports/security_trust_report.json",
      "link": "security_trust_report.md"
    },
    {
      "key": "permission-gates",
      "label": "权限批准",
      "status": "pass",
      "detail": "3/3 permissions approved; gaps 0; required file_write, network, subprocess",
      "evidence": "reports/security_trust_report.json + security/permission_policy.json",
      "link": "../security/permission_policy.md"
    },
    {
      "key": "permission-runtime",
      "label": "权限探针",
      "status": "pass",
      "detail": "4/4 targets probed; native 0; metadata fallback 4; residual risks 4",
      "evidence": "reports/runtime_permission_probes.json",
      "link": "runtime_permission_probes.md"
    },
    {
      "key": "skill-atlas",
      "label": "组合治理",
      "status": "pass",
      "detail": "12 skills, 1 actionable; 0 actionable route collisions; 0 actionable owner gaps; 0 actionable stale; 24 scoped non-actionable issues",
      "evidence": "reports/skill_atlas.json",
      "link": "skill_atlas.html"
    },
    {
      "key": "operations-loop",
      "label": "运营回路",
      "status": "pass",
      "detail": "1 metadata events; adoption 100.0; missed 0; bad-output 0; risk low",
      "evidence": "reports/adoption_drift_report.json",
      "link": "adoption_drift_report.md"
    },
    {
      "key": "review-waivers",
      "label": "人工批准",
      "status": "warn",
      "detail": "0 active waivers; 1 warning gates still need reviewer decision",
      "evidence": "reports/review_waivers.json",
      "link": "review_waivers.md"
    },
    {
      "key": "registry-audit",
      "label": "注册审计",
      "status": "pass",
      "detail": "yao-meta-skill 1.1.0; 6/6 compatibility entries pass; install pass with 4 adapters",
      "evidence": "reports/registry_audit.json + reports/install_simulation.json",
      "link": "registry_audit.md"
    },
    {
      "key": "release-notes",
      "label": "发布路线",
      "status": "pass",
      "detail": "0 promote; 3 keep current; 0 blocked; upgrade minor declared / minor recommended",
      "evidence": "reports/promotion_decisions.json + reports/upgrade_check.json + docs/migration-v2.md",
      "link": "promotion_decisions.md"
    }
  ],
  "blockers": [],
  "warnings": [
    {
      "key": "output-lab",
      "label": "输出实验",
      "status": "warn",
      "detail": "5/5 cases; with-skill 100.0; baseline 0.0; file-backed 1; near-neighbor 1; blind A/B 5; exec 10; command 10; model 0; recorded 0; reviewed 0/5; review pending 5",
      "evidence": "reports/output_quality_scorecard.json",
      "link": "output_quality_scorecard.md"
    },
    {
      "key": "review-waivers",
      "label": "人工批准",
      "status": "warn",
      "detail": "0 active waivers; 1 warning gates still need reviewer decision",
      "evidence": "reports/review_waivers.json",
      "link": "review_waivers.md"
    }
  ],
  "review_actions": [
    {
      "gate_key": "output-lab",
      "label": "输出实验",
      "status": "warn",
      "priority": "warning",
      "summary": "补足 output eval 覆盖、execution evidence、blind A/B 和 reviewer adjudication。",
      "why": "没有输出质量和人工盲评证据时，Skill 只能证明会触发，不能证明输出真的更好且经得起审查。",
      "source_fix": "evals/output/cases.jsonl + reports/output_quality_scorecard.md + reports/output_review_decisions.json + reports/output_review_adjudication.md",
      "source_refs": [
        {
          "path": "evals/output/cases.jsonl",
          "label": "output eval cases",
          "kind": "eval",
          "line": 1,
          "exists": true,
          "link": "../evals/output/cases.jsonl"
        },
        {
          "path": "reports/output_quality_scorecard.md",
          "label": "output scorecard",
          "kind": "report",
          "line": 1,
          "exists": true,
          "link": "output_quality_scorecard.md"
        },
        {
          "path": "reports/output_execution_runs.md",
          "label": "output execution runs",
          "kind": "report",
          "line": 1,
          "exists": true,
          "link": "output_execution_runs.md"
        },
        {
          "path": "reports/output_blind_review_pack.md",
          "label": "blind A/B review pack",
          "kind": "report",
          "line": 1,
          "exists": true,
          "link": "output_blind_review_pack.md"
        },
        {
          "path": "reports/output_review_decisions.json",
          "label": "review decisions template",
          "kind": "report",
          "line": 5,
          "exists": true,
          "link": "output_review_decisions.json"
        },
        {
          "path": "reports/output_review_adjudication.md",
          "label": "review adjudication",
          "kind": "report",
          "line": 1,
          "exists": true,
          "link": "output_review_adjudication.md"
        }
      ],
      "evidence": "reports/output_quality_scorecard.json",
      "evidence_link": "output_quality_scorecard.md",
      "verification_command": "python3 scripts/adjudicate_output_review.py --write-template && python3 scripts/yao.py output-review"
    },
    {
      "gate_key": "review-waivers",
      "label": "人工批准",
      "status": "warn",
      "priority": "warning",
      "summary": "对保留的 warning 写入 reviewer、理由、范围和到期时间，或修掉 warning。",
      "why": "warning 可以被接受，但必须可审计、会过期，并且不能掩盖 blocker。",
      "source_fix": "reports/review_waivers.md",
      "source_refs": [
        {
          "path": "reports/review_waivers.md",
          "label": "waiver ledger",
          "kind": "report",
          "line": 1,
          "exists": true,
          "link": "review_waivers.md"
        },
        {
          "path": "references/review-waiver-method.md",
          "label": "waiver method",
          "kind": "method",
          "line": 1,
          "exists": true,
          "link": "../references/review-waiver-method.md"
        }
      ],
      "evidence": "reports/review_waivers.json",
      "evidence_link": "review_waivers.md",
      "verification_command": "python3 scripts/render_review_waivers.py ."
    }
  ],
  "evidence_paths": {
    "skill_overview": "reports/skill-overview.html",
    "review_viewer": "reports/review-viewer.html",
    "output_eval": "reports/output_quality_scorecard.md",
    "output_execution": "reports/output_execution_runs.md",
    "output_blind_review": "reports/output_blind_review_pack.md",
    "output_review_decisions": "reports/output_review_decisions.json",
    "output_review_adjudication": "reports/output_review_adjudication.md",
    "runtime_conformance": "reports/conformance_matrix.md",
    "trust_report": "reports/security_trust_report.md",
    "permission_policy": "security/permission_policy.md",
    "runtime_permissions": "reports/runtime_permission_probes.md",
    "skill_atlas": "reports/skill_atlas.html",
    "compiled_targets": "reports/compiled_targets.md",
    "adoption_drift": "reports/adoption_drift_report.md",
    "review_waivers": "reports/review_waivers.md",
    "review_annotations": "reports/review_annotations.md",
    "registry_audit": "reports/registry_audit.md",
    "package_verification": "reports/package_verification.md",
    "install_simulation": "reports/install_simulation.md",
    "upgrade_check": "reports/upgrade_check.md",
    "migration": "docs/migration-v2.md"
  },
  "data": {
    "overview": {
      "skill_summary": {
        "name": "yao-meta-skill",
        "title": "Yao Meta Skill",
        "display_name": "Yao Meta Skill",
        "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
        "maturity": "governed",
        "updated_at": "2026-03-31",
        "core_value": "把一次性经验沉淀为可复用、可评估、可迁移的 Skill 包体。",
        "audience": "Skill 作者、复用团队和后续 reviewer。",
        "deliverables": [
          "SKILL.md",
          "agents/interface.yaml",
          "reports/skill-ir.json",
          "reports/compiled_targets.md",
          "reports/output_quality_scorecard.md",
          "reports/output_execution_runs.md",
          "reports/output_blind_review_pack.md",
          "reports/output_blind_answer_key.json",
          "reports/output_review_adjudication.md",
          "reports/conformance_matrix.md",
          "reports/security_trust_report.md",
          "reports/runtime_permission_probes.md",
          "reports/skill_atlas.html",
          "reports/registry_audit.md",
          "reports/package_verification.md",
          "reports/install_simulation.md",
          "reports/upgrade_check.md",
          "reports/adoption_drift_report.md",
          "reports/review_waivers.md",
          "reports/review_annotations.md",
          "reports/review-studio.html",
          "reports/skill-overview.html"
        ],
        "flow": [
          "输入材料",
          "Skill 包体",
          "可复用能力"
        ]
      },
      "scorecard": {
        "completeness_score": {
          "label": "完整度",
          "score": 100,
          "reasons": [
            "SKILL.md 已存在，是 Skill 的入口。",
            "README.md 已存在，便于人工阅读。",
            "agents/interface.yaml 已存在，便于跨平台适配。",
            "manifest.json 已存在，生命周期信息可追踪。",
            "reports/ 已存在，生成证据可以随包体迁移。"
          ]
        },
        "trigger_score": {
          "label": "触发清晰",
          "score": 100,
          "reasons": [
            "frontmatter description 已存在，具备基础路由面。",
            "description 有足够长度说明任务边界。",
            "description 已包含使用场景或排除边界信号。",
            "evals/ 已存在，可承载触发样例或质量检查。",
            "intent-confidence 报告已生成，可辅助判断触发稳定性。"
          ]
        },
        "evidence_score": {
          "label": "证据充分",
          "score": 100,
          "reasons": [
            "已生成 20 / 20 类报告证据。",
            "skill-ir.json 已存在。",
            "compiled_targets.json 已存在。",
            "intent-dialogue.json 已存在。"
          ]
        },
        "maintainability_score": {
          "label": "可维护性",
          "score": 100,
          "reasons": [
            "SKILL.md 约 350 个词/字。",
            "入口文件保持克制，可维护性较好。",
            "references/ 已承载扩展指导。",
            "scripts/ 已承载确定性逻辑。",
            "evals/ 已承载可迁移检查。"
          ]
        },
        "portability_score": {
          "label": "可迁移性",
          "score": 100,
          "reasons": [
            "agents/interface.yaml 已存在。",
            "manifest.json 已存在。",
            "目标平台或 adapter target 已声明。",
            "入口文件未发现明显私有绝对路径。"
          ]
        },
        "context_cost": {
          "label": "上下文成本",
          "score": 42,
          "reasons": [
            "入口约 350 个词/字，references 约 14450 个词/字。",
            "分数越高代表上下文成本越低。",
            "上下文成本偏高，建议压缩入口或拆分 references。"
          ]
        }
      },
      "capability_profile": {
        "archetype": "governed",
        "task_family": "Execution operation",
        "maturity": "governed",
        "trigger_strength": "手动触发 + description 路由",
        "reuse_scope": "跨平台",
        "matrix": {
          "execution_certainty": 72,
          "knowledge_density": 80
        }
      },
      "principle_model": {
        "nodes": [
          {
            "title": "意图澄清",
            "body": "Turn repeated workflows, prompts, transcripts, runbooks, documents, or existing skill packages into routeable, evaluable, packageable, and governable agent skills for personal, team, library, or governed reuse."
          },
          {
            "title": "边界路由",
            "body": "用 frontmatter description 决定是否触发，并写明相邻非目标。"
          },
          {
            "title": "资产分层",
            "body": "把入口、参考、脚本、评估和报告拆到各自目录，避免 SKILL.md 膨胀。"
          },
          {
            "title": "证据回路",
            "body": "Ask only the highest-leverage clarification before adding package weight."
          },
          {
            "title": "漂移观察",
            "body": "Add near-neighbor exclusions and route evals before expanding workflow steps."
          },
          {
            "title": "杠杆升级",
            "body": "Name the recurring job, expected input, output, and strongest non-goal in compact language."
          }
        ],
        "layers": [
          "入口层",
          "参考层",
          "脚本层",
          "评估层",
          "报告层"
        ]
      },
      "contract_boundary": {
        "trigger": {
          "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
          "activation": "manual",
          "execution": "inline",
          "shell": "bash"
        },
        "inputs": [
          "rough workflow notes, SOPs, runbooks, prompts, transcripts, documents, or repeated task descriptions",
          "an existing skill directory that needs refactor, evaluation, packaging, or governance hardening",
          "target platform requirements such as OpenAI, Claude, generic Agent Skills, or team distribution",
          "benchmark references, local constraints, desired maturity tier, and review standards"
        ],
        "outputs": [
          "A working skill package with lean SKILL.md, aligned agents/interface.yaml, justified references, scripts only when useful, eval evidence, reports, packaging metadata, and clear next iteration recommendations.",
          "结构化 Skill 目录，共 8 类关键资产。"
        ],
        "should_trigger": [
          "把重复流程沉淀为可复用的 agent skill。",
          "把分散提示词、对话记录或操作规范整理为稳定能力。",
          "团队复用前，需要明确触发边界、质量证据和维护责任。"
        ],
        "should_not_trigger": [
          "只需要一次性回答、没有复用价值的临时请求。",
          "要求直接执行相邻任务，而不是沉淀或使用这个 Skill。",
          "缺少必要事实且用户不允许澄清的场景。"
        ],
        "boundary_cards": [
          {
            "label": "Owned",
            "body": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse."
          },
          {
            "label": "Adjacent",
            "body": "相邻任务需要先确认是否应转为独立 Skill。"
          },
          {
            "label": "Excluded",
            "body": "不替代人工事实核查，也不静默扩大职责。"
          }
        ]
      },
      "quality_review": {
        "strengths": [
          "触发面保持精简，并锚定在 frontmatter description。",
          "已生成 Skill IR，核心语义可先于平台打包被审查和迁移。",
          "已生成目标编译报告，可审查 IR 到 OpenAI、Claude、generic 等目标契约的映射。",
          "已生成 Output Eval Lab scorecard，可比较 with-skill 与 baseline 输出质量。",
          "已生成 Output Execution Runs，可区分记录样本、命令执行和模型执行证据。",
          "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
        ],
        "gaps": [
          "上下文成本需要补强：入口约 350 个词/字，references 约 14450 个词/字。"
        ],
        "recommendations": [
          "先改触发边界，再扩展工作流。",
          "只把重复且稳定的步骤沉淀为脚本。",
          "每次升级后重新生成报告并检查分数原因。"
        ],
        "artifact_design": {
          "design_system": "metric editorial",
          "highlights": [
            "Execution-focused technical artifact with environment assumptions, copyable commands, expected outputs, and side effects made explicit.",
            "Name the working directory and required inputs for commands.",
            "Mark destructive, networked, or external side-effect operations.",
            "Prefer the smallest runnable snippet over broad framework scaffolding."
          ]
        },
        "prompt_quality": {
          "overall_quality_score": 89.0,
          "highlights": [
            "Primary prompt task family: Execution operation.",
            "Complexity: expert — multiple task families plus governance, evaluation, or expert-level constraints",
            "Completeness: 100/100.",
            "Clarity: 85/100."
          ]
        },
        "system_model": {
          "stability": {
            "score": 100,
            "band": "system-ready"
          },
          "highlights": [
            "Stability: system-ready (100/100).",
            "Owned job: Turn repeated workflows, prompts, transcripts, runbooks, documents, or existing skill packages into routeable, evaluable, packageable, and governable agent skills for personal, team, library, or governed reuse.",
            "Leverage: Tune the frontmatter description — Name the recurring job, expected input, output, and strongest non-goal in compact language.",
            "Leverage: Install output self-repair checks — Add only the checks that prevent recurring output mistakes."
          ]
        }
      },
      "risk_governance": {
        "risks": [
          {
            "name": "误触发风险",
            "impact": 3,
            "probability": 1,
            "signal": "frontmatter description 已存在，具备基础路由面。",
            "response": "先补证据和边界，再增加包体复杂度。"
          },
          {
            "name": "输出漂移风险",
            "impact": 2,
            "probability": 1,
            "signal": "已生成 20 / 20 类报告证据。",
            "response": "先补证据和边界，再增加包体复杂度。"
          },
          {
            "name": "证据不足风险",
            "impact": 3,
            "probability": 1,
            "signal": "已生成 20 / 20 类报告证据。",
            "response": "先补证据和边界，再增加包体复杂度。"
          },
          {
            "name": "包体膨胀风险",
            "impact": 2,
            "probability": 1,
            "signal": "SKILL.md 约 350 个词/字。",
            "response": "先补证据和边界，再增加包体复杂度。"
          },
          {
            "name": "跨平台迁移风险",
            "impact": 3,
            "probability": 1,
            "signal": "agents/interface.yaml 已存在。",
            "response": "先补证据和边界，再增加包体复杂度。"
          }
        ],
        "risk_families": [
          {
            "key": "markdown_readability",
            "label": "Markdown readability",
            "matched_keywords": [
              "md",
              "report",
              "doc"
            ],
            "score": 3,
            "risks": [
              "Tables can render as dense grids with weak hierarchy or poor mobile readability.",
              "Long bullets can make the output look complete while hiding the actual decision logic.",
              "Mixed heading levels can reduce scanability."
            ],
            "constraints": [
              "Use tables only when comparison is the main job; otherwise prefer compact cards or grouped bullets.",
              "Keep table cells short and move explanations below the table.",
              "Use heading levels consistently and keep each section anchored to a user-facing outcome."
            ],
            "self_repair": [
              "Preview whether each table still reads well when columns are narrow.",
              "Convert any table with paragraph-length cells into bullets or cards."
            ]
          },
          {
            "key": "citation_clutter",
            "label": "Citation and footnote clutter",
            "matched_keywords": [
              "source",
              "reference"
            ],
            "score": 2,
            "risks": [
              "Footnote markers or dense citation notes can interrupt the reading flow.",
              "Evidence can be over-attached to obvious statements and under-attached to risky claims.",
              "Source notes may become more prominent than the tutorial itself."
            ],
            "constraints": [
              "Attach citations only to claims that need evidence, not to every sentence.",
              "Group source notes at the end of a section when inline markers would hurt readability.",
              "Keep the main sentence readable without requiring the reader to chase a footnote."
            ],
            "self_repair": [
              "Remove decorative citations that do not support a material claim.",
              "Move repeated source explanations into one compact source note."
            ]
          },
          {
            "key": "visual_capture",
            "label": "Screenshot and visual capture",
            "matched_keywords": [
              "capture"
            ],
            "score": 1,
            "risks": [
              "Screenshots can be captured from the wrong state, wrong viewport, or wrong crop.",
              "Missing screenshots can cause the skill to invent visual references instead of declaring the gap.",
              "Image descriptions can omit the action-relevant region."
            ],
            "constraints": [
              "Never invent a screenshot; state when visual evidence is missing.",
              "Record the source, viewport, and crop intent for any screenshot-dependent output.",
              "Describe what the reader should inspect in the image, not just that an image exists."
            ],
            "self_repair": [
              "Check that every screenshot reference points to a real provided or generated asset.",
              "Reword any visual instruction that depends on an unseen screen state."
            ]
          },
          {
            "key": "code_or_command_safety",
            "label": "Code and command safety",
            "matched_keywords": [
              "script"
            ],
            "score": 1,
            "risks": [
              "Commands can omit environment assumptions, working directory, or rollback notes.",
              "Code snippets can look runnable while missing required inputs.",
              "Error handling can be either absent or over-engineered."
            ],
            "constraints": [
              "Name the working directory, required inputs, and expected output for each command.",
              "Mark destructive or external side-effect operations explicitly.",
              "Prefer the smallest runnable snippet over broad framework code."
            ],
            "self_repair": [
              "Scan each command for cwd, input, output, and side-effect assumptions.",
              "Remove speculative error handling that is not tied to a real failure mode."
            ]
          },
          {
            "key": "tone_and_specificity",
            "label": "Tone and specificity",
            "matched_keywords": [
              "summary"
            ],
            "score": 1,
            "risks": [
              "Headings and summaries can drift into generic, interchangeable language.",
              "The output can sound polished but lose the user's actual taste, audience, or scenario.",
              "Strong claims can appear without examples or constraints."
            ],
            "constraints": [
              "Anchor titles and summaries in the user's audience, object, and concrete outcome.",
              "Avoid placeholder phrases such as comprehensive guide, ultimate solution, or key insights unless the source demands them.",
              "Preserve one distinctive phrase, constraint, or standard from the user's input."
            ],
            "self_repair": [
              "Replace generic title candidates with scenario-specific alternatives.",
              "Delete any polished sentence that could fit almost any project unchanged."
            ]
          }
        ],
        "human_judgment_boundary": [
          "Ask one focused clarification when the real job, output, or exclusion boundary is unclear.",
          "Escalate visible tradeoffs when benchmark patterns conflict with local privacy, naming, or governance constraints.",
          "Do not silently broaden the skill into adjacent jobs just because the examples are nearby."
        ]
      },
      "package_assets": {
        "entries": [
          {
            "path": "SKILL.md",
            "label": "Skill entrypoint",
            "kind": "file",
            "file_count": 1
          },
          {
            "path": "README.md",
            "label": "Human-readable usage guide",
            "kind": "file",
            "file_count": 1
          },
          {
            "path": "agents/interface.yaml",
            "label": "Neutral interface metadata",
            "kind": "file",
            "file_count": 1
          },
          {
            "path": "manifest.json",
            "label": "Lifecycle and portability metadata",
            "kind": "file",
            "file_count": 1
          },
          {
            "path": "references",
            "label": "Extended guidance and reusable notes",
            "kind": "folder",
            "file_count": 32
          },
          {
            "path": "scripts",
            "label": "Deterministic helpers or local tooling",
            "kind": "folder",
            "file_count": 69
          },
          {
            "path": "evals",
            "label": "Trigger and quality checks",
            "kind": "folder",
            "file_count": 28
          },
          {
            "path": "reports",
            "label": "Generated evidence and overview artifacts",
            "kind": "folder",
            "file_count": 171
          }
        ],
        "file_count": 304,
        "folder_count": 4,
        "distribution": [
          {
            "label": "SKILL.md",
            "value": 1
          },
          {
            "label": "README.md",
            "value": 1
          },
          {
            "label": "agents/interface.yaml",
            "value": 1
          },
          {
            "label": "manifest.json",
            "value": 1
          },
          {
            "label": "references",
            "value": 32
          },
          {
            "label": "scripts",
            "value": 69
          },
          {
            "label": "evals",
            "value": 28
          },
          {
            "label": "reports",
            "value": 171
          }
        ]
      },
      "iteration_roadmap": {
        "items": [
          {
            "title": "Borrow one proven pattern on purpose",
            "why": "You already have public benchmark objects. The next gain is to choose one pattern intentionally instead of absorbing everything loosely.",
            "actions": [
              "Read the strongest pattern from obra/superpowers.",
              "Decide whether to borrow method, structure, execution, or portability, but only one of them first.",
              "Record what you will not borrow so the package stays light."
            ],
            "unlocks": "A cleaner package shape with less accidental over-design."
          },
          {
            "title": "Harden portability semantics",
            "why": "The skill already signals reuse across environments, so contract clarity matters early.",
            "actions": [
              "Confirm activation mode, execution context, and trust assumptions.",
              "Add or review degradation strategy for non-native targets.",
              "Package the skill once to verify adapter expectations."
            ],
            "unlocks": "Safer cross-environment reuse with less target drift."
          },
          {
            "title": "Create an iteration evidence loop",
            "why": "The package should show what changed and why after the first draft.",
            "actions": [
              "Generate the HTML skill report and keep it aligned with the package.",
              "Record reference scan choices and non-goals.",
              "Capture the next iteration choice explicitly before adding more files."
            ],
            "unlocks": "A clearer path for the next author or reviewer."
          }
        ]
      },
      "report_contract": {
        "schema_version": "2.0",
        "html_report": "reports/skill-overview.html",
        "language": "zh-CN",
        "default_language": "zh-CN",
        "languages": [
          "zh-CN",
          "en"
        ],
        "layout": "kami-white-audit-v2",
        "nav_labels": [
          "技能概述",
          "总览指标",
          "能力画像",
          "原理结构",
          "契约边界",
          "质量评估",
          "风险治理",
          "包体资产",
          "迭代路线"
        ],
        "nav_labels_en": [
          "Overview",
          "Metrics",
          "Profile",
          "Principle",
          "Contract",
          "Quality",
          "Risk",
          "Assets",
          "Roadmap"
        ]
      },
      "name": "yao-meta-skill",
      "title": "Yao Meta Skill",
      "display_name": "Yao Meta Skill",
      "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
      "logic_steps": [
        "Decide whether the request should become a skill and choose the lightest fit.",
        "Capture job, output, exclusions, constraints, and standards.",
        "Run reference scan: external benchmarks first, user references second, local fit third; surface only uncertainty or conflict.",
        "Write the `description` early and test route quality before expanding the package.",
        "Add output-risk, artifact-design, prompt-quality, and system-model reports only when they matter."
      ],
      "usage_steps": [
        "Use $yao-meta-skill to turn my workflow or notes into a reusable skill with lean structure, clear triggering, and the right evals.",
        "Use this skill when the request matches: Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse."
      ],
      "package_map": [
        {
          "path": "SKILL.md",
          "label": "Skill entrypoint",
          "kind": "file",
          "file_count": 1
        },
        {
          "path": "README.md",
          "label": "Human-readable usage guide",
          "kind": "file",
          "file_count": 1
        },
        {
          "path": "agents/interface.yaml",
          "label": "Neutral interface metadata",
          "kind": "file",
          "file_count": 1
        },
        {
          "path": "manifest.json",
          "label": "Lifecycle and portability metadata",
          "kind": "file",
          "file_count": 1
        },
        {
          "path": "references",
          "label": "Extended guidance and reusable notes",
          "kind": "folder",
          "file_count": 32
        },
        {
          "path": "scripts",
          "label": "Deterministic helpers or local tooling",
          "kind": "folder",
          "file_count": 69
        },
        {
          "path": "evals",
          "label": "Trigger and quality checks",
          "kind": "folder",
          "file_count": 28
        },
        {
          "path": "reports",
          "label": "Generated evidence and overview artifacts",
          "kind": "folder",
          "file_count": 171
        }
      ],
      "strengths": [
        "触发面保持精简，并锚定在 frontmatter description。",
        "已生成 Skill IR，核心语义可先于平台打包被审查和迁移。",
        "已生成目标编译报告，可审查 IR 到 OpenAI、Claude、generic 等目标契约的映射。",
        "已生成 Output Eval Lab scorecard，可比较 with-skill 与 baseline 输出质量。",
        "已生成 Output Execution Runs，可区分记录样本、命令执行和模型执行证据。",
        "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
      ],
      "scenarios": [
        "把重复流程沉淀为可复用的 agent skill。",
        "把分散提示词、对话记录或操作规范整理为稳定能力。",
        "团队复用前，需要明确触发边界、质量证据和维护责任。",
        "用户说出类似需求时：Use $yao-meta-skill to turn my workflow or notes into a reusable skill with lean structure, clear triggering, and the right evals."
      ],
      "trigger_contract": {
        "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
        "activation": "manual",
        "execution": "inline",
        "shell": "bash"
      },
      "io_contract": {
        "inputs": [
          "rough workflow notes, SOPs, runbooks, prompts, transcripts, documents, or repeated task descriptions",
          "an existing skill directory that needs refactor, evaluation, packaging, or governance hardening",
          "target platform requirements such as OpenAI, Claude, generic Agent Skills, or team distribution",
          "benchmark references, local constraints, desired maturity tier, and review standards"
        ],
        "outputs": [
          "A working skill package with lean SKILL.md, aligned agents/interface.yaml, justified references, scripts only when useful, eval evidence, reports, packaging metadata, and clear next iteration recommendations.",
          "结构化 Skill 目录，共 8 类关键资产。"
        ]
      },
      "principles": [
        {
          "title": "意图澄清",
          "body": "Turn repeated workflows, prompts, transcripts, runbooks, documents, or existing skill packages into routeable, evaluable, packageable, and governable agent skills for personal, team, library, or governed reuse."
        },
        {
          "title": "边界路由",
          "body": "用 frontmatter description 决定是否触发，并写明相邻非目标。"
        },
        {
          "title": "资产分层",
          "body": "把入口、参考、脚本、评估和报告拆到各自目录，避免 SKILL.md 膨胀。"
        },
        {
          "title": "证据回路",
          "body": "Ask only the highest-leverage clarification before adding package weight."
        },
        {
          "title": "漂移观察",
          "body": "Add near-neighbor exclusions and route evals before expanding workflow steps."
        },
        {
          "title": "杠杆升级",
          "body": "Name the recurring job, expected input, output, and strongest non-goal in compact language."
        }
      ],
      "roadmap": [
        {
          "title": "Borrow one proven pattern on purpose",
          "why": "You already have public benchmark objects. The next gain is to choose one pattern intentionally instead of absorbing everything loosely.",
          "actions": [
            "Read the strongest pattern from obra/superpowers.",
            "Decide whether to borrow method, structure, execution, or portability, but only one of them first.",
            "Record what you will not borrow so the package stays light."
          ],
          "unlocks": "A cleaner package shape with less accidental over-design."
        },
        {
          "title": "Harden portability semantics",
          "why": "The skill already signals reuse across environments, so contract clarity matters early.",
          "actions": [
            "Confirm activation mode, execution context, and trust assumptions.",
            "Add or review degradation strategy for non-native targets.",
            "Package the skill once to verify adapter expectations."
          ],
          "unlocks": "Safer cross-environment reuse with less target drift."
        },
        {
          "title": "Create an iteration evidence loop",
          "why": "The package should show what changed and why after the first draft.",
          "actions": [
            "Generate the HTML skill report and keep it aligned with the package.",
            "Record reference scan choices and non-goals.",
            "Capture the next iteration choice explicitly before adding more files."
          ],
          "unlocks": "A clearer path for the next author or reviewer."
        }
      ],
      "cards": [],
      "introduction": [
        "这份报告用于快速理解新生成 Skill 的定位、原理、触发边界和交付内容。",
        "先确认重复任务、真实输入形态和可交付输出，再决定是否继续加 references、scripts 或 evals。",
        "如果需求仍然模糊，优先回到 intent dialogue 收紧边界，再扩展包体结构。"
      ],
      "benchmark_highlights": [],
      "skill_ir": {
        "schema_version": "2.0.0",
        "target_count": 5,
        "trigger_samples": 8,
        "output_eval_cases": 3
      },
      "compiled_targets": {
        "ok": true,
        "schema_version": "1.0",
        "summary": {
          "target_count": 5,
          "pass_count": 5,
          "warn_count": 0,
          "block_count": 0,
          "failure_count": 0,
          "warning_count": 0
        },
        "targets": [
          {
            "target": "openai",
            "status": "pass",
            "adapter_mode": "metadata-adapter",
            "degradation_strategy": "metadata-adapter",
            "native_surface": "OpenAI-style interface metadata plus neutral Agent Skills source",
            "permission_enforcement": "metadata-only",
            "generated_files": [
              "targets/openai/adapter.json",
              "targets/openai/agents/openai.yaml"
            ],
            "unsupported_features": [
              "client-native script permission prompts are represented as permission contract metadata"
            ],
            "warnings": []
          },
          {
            "target": "claude",
            "status": "pass",
            "adapter_mode": "neutral-source-plus-adapter",
            "degradation_strategy": "neutral-source-plus-adapter",
            "native_surface": "Claude-compatible neutral source folder with adapter notes",
            "permission_enforcement": "metadata-fallback",
            "generated_files": [
              "targets/claude/adapter.json",
              "targets/claude/README.md"
            ],
            "unsupported_features": [
              "vendor-native metadata fields are carried as adapter JSON and README notes"
            ],
            "warnings": []
          },
          {
            "target": "generic",
            "status": "pass",
            "adapter_mode": "agent-skills-compatible",
            "degradation_strategy": "neutral-source",
            "native_surface": "Agent Skills compatible neutral package",
            "permission_enforcement": "consumer-enforced-or-metadata-only",
            "generated_files": [
              "targets/generic/adapter.json"
            ],
            "unsupported_features": [],
            "warnings": []
          },
          {
            "target": "agent-skills-compatible",
            "status": "pass",
            "adapter_mode": "neutral-agent-skills-source",
            "degradation_strategy": "neutral-source",
            "native_surface": "Agent Skills standard source tree",
            "permission_enforcement": "consumer-enforced-or-metadata-only",
            "generated_files": [
              "SKILL.md",
              "agents/interface.yaml"
            ],
            "unsupported_features": [],
            "warnings": []
          },
          {
            "target": "vscode",
            "status": "pass",
            "adapter_mode": "vscode-agent-skills-adapter",
            "degradation_strategy": "agent-skills-source-with-vscode-notes",
            "native_surface": "VS Code/Copilot Agent Skills project or user scope",
            "permission_enforcement": "client-or-workspace-trust",
            "generated_files": [
              "targets/vscode/adapter.json",
              "targets/vscode/README.md"
            ],
            "unsupported_features": [
              "VS Code installation scope is documented but not installed by this compiler"
            ],
            "warnings": []
          }
        ],
        "failures": [],
        "warnings": []
      },
      "output_quality": {
        "case_count": 5,
        "file_backed_case_count": 1,
        "near_neighbor_case_count": 1,
        "boundary_case_count": 1,
        "baseline_pass_rate": 0.0,
        "with_skill_pass_rate": 100.0,
        "delta": 100.0,
        "regression_count": 0,
        "gate_pass": true,
        "failure_taxonomy": [],
        "blind_pair_count": 5
      },
      "output_execution": {
        "ok": true,
        "summary": {
          "case_count": 5,
          "variant_run_count": 10,
          "command_executed_count": 10,
          "model_executed_count": 0,
          "recorded_fixture_count": 0,
          "timing_observed_count": 10,
          "token_observed_count": 0,
          "token_estimated_count": 10,
          "baseline_pass_rate": 0.0,
          "with_skill_pass_rate": 100.0,
          "delta": 100.0,
          "regression_count": 0,
          "failure_count": 0,
          "gate_pass": true
        },
        "runner": {
          "mode": "command",
          "command": [
            "python3",
            "scripts/local_output_eval_runner.py"
          ],
          "timeout_seconds": 30.0
        },
        "failures": []
      },
      "output_blind_review": {
        "summary": {
          "pair_count": 5,
          "answer_key_separate": true,
          "with_skill_hidden_count": 5
        },
        "seed": "yao-output-eval-blind-v1",
        "pair_count": 5,
        "answer_key_separate": true
      },
      "output_review_adjudication": {
        "ok": true,
        "summary": {
          "pair_count": 5,
          "judgment_count": 0,
          "pending_count": 5,
          "agreement_count": 0,
          "disagreement_count": 0,
          "invalid_decision_count": 0,
          "agreement_rate": null,
          "needs_review": true,
          "failure_count": 0
        },
        "reviewer": "",
        "reviewed_at": "",
        "failures": []
      },
      "runtime_conformance": {
        "target_count": 5,
        "pass_count": 5,
        "fail_count": 0
      },
      "runtime_permissions": {
        "ok": true,
        "summary": {
          "target_count": 4,
          "pass_count": 4,
          "fail_count": 0,
          "native_enforcement_count": 0,
          "metadata_fallback_count": 4,
          "residual_risk_count": 4,
          "required_capability_count": 3,
          "failure_count": 0
        },
        "expected_capabilities": [
          "file_write",
          "network",
          "subprocess"
        ],
        "targets": [
          {
            "target": "openai",
            "status": "pass",
            "assurance": "metadata-fallback-explicit",
            "native_enforcement": false,
            "metadata_fallback_explicit": true,
            "residual_risks": [
              "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
            ]
          },
          {
            "target": "claude",
            "status": "pass",
            "assurance": "metadata-fallback-explicit",
            "native_enforcement": false,
            "metadata_fallback_explicit": true,
            "residual_risks": [
              "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
            ]
          },
          {
            "target": "generic",
            "status": "pass",
            "assurance": "metadata-fallback-explicit",
            "native_enforcement": false,
            "metadata_fallback_explicit": true,
            "residual_risks": [
              "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
            ]
          },
          {
            "target": "vscode",
            "status": "pass",
            "assurance": "metadata-fallback-explicit",
            "native_enforcement": false,
            "metadata_fallback_explicit": true,
            "residual_risks": [
              "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
            ]
          }
        ],
        "failures": []
      },
      "trust_security": {
        "scanned_files": 153,
        "script_count": 69,
        "internal_module_count": 9,
        "secret_findings": 0,
        "dependency_files": [
          "requirements-ci.txt"
        ],
        "network_script_count": 3,
        "network_policy_covered_count": 3,
        "network_policy_missing_count": 0,
        "file_write_script_count": 47,
        "permission_required_count": 3,
        "permission_approved_count": 3,
        "permission_missing_count": 0,
        "permission_invalid_count": 0,
        "permission_expired_count": 0,
        "help_smoke_checked_count": 60,
        "help_smoke_failed_count": 0,
        "interactive_script_count": 0,
        "package_hash_scope": "source-contract-without-generated-reports",
        "package_hash_file_count": 153,
        "package_sha256": "2109ae8e212111b1619d8d728e54c73425fecc174113b45629c656ecceb3fadd"
      },
      "skill_atlas": {
        "skill_count": 12,
        "actionable_skill_count": 1,
        "route_collision_count": 5,
        "actionable_route_collision_count": 0,
        "owner_gap_count": 9,
        "actionable_owner_gap_count": 0,
        "stale_count": 10,
        "actionable_stale_count": 0,
        "shared_resource_count": 0,
        "no_route_opportunity_count": 0,
        "non_actionable_issue_count": 24
      },
      "registry_distribution": {
        "ok": true,
        "package": {
          "schema_version": "2.0",
          "name": "yao-meta-skill",
          "version": "1.1.0",
          "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
          "targets": [
            "openai",
            "claude",
            "generic",
            "agent-skills-compatible",
            "vscode"
          ],
          "maturity": "governed",
          "owner": "Yao Team",
          "review_cadence": "quarterly",
          "trust_level": "local",
          "license": "MIT",
          "checksums": {
            "package_sha256": "2109ae8e212111b1619d8d728e54c73425fecc174113b45629c656ecceb3fadd",
            "archive_sha256": "176d93befb446985aaff7cd8325b05c4858da13177cb13db82d210aa2d264060"
          },
          "compatibility": {
            "openai": "pass",
            "claude": "pass",
            "agent-skills": "pass",
            "vscode": "pass",
            "generic": "pass",
            "agent-skills-compatible": "pass"
          },
          "source": {
            "skill_dir": ".",
            "skill_ir": "skill-ir/examples/yao-meta-skill.json",
            "ir_schema_version": "2.0.0",
            "canonical_metadata": "agents/interface.yaml"
          },
          "artifacts": {
            "overview_html": "reports/skill-overview.html",
            "review_studio_html": "reports/review-studio.html",
            "trust_report": "reports/security_trust_report.md",
            "conformance_matrix": "reports/conformance_matrix.md",
            "compiled_targets": "reports/compiled_targets.md",
            "package_verification": "reports/package_verification.md",
            "install_simulation": "reports/install_simulation.md",
            "adoption_drift": "reports/adoption_drift_report.md",
            "review_waivers": "reports/review_waivers.md",
            "review_annotations": "reports/review_annotations.md",
            "package_metadata": "registry/packages/yao-meta-skill.json"
          },
          "distribution": {
            "archive_verified": true,
            "archive_sha256": "176d93befb446985aaff7cd8325b05c4858da13177cb13db82d210aa2d264060",
            "package_verification": "reports/package_verification.json",
            "install_simulated": true,
            "install_simulation": "reports/install_simulation.json"
          },
          "generated_at": "2026-06-13"
        },
        "failures": [],
        "warnings": []
      },
      "package_verification": {
        "ok": true,
        "summary": {
          "target_count": 4,
          "adapter_count": 4,
          "archive_present": true,
          "archive_sha256": "176d93befb446985aaff7cd8325b05c4858da13177cb13db82d210aa2d264060",
          "archive_entry_count": 493,
          "failure_count": 0,
          "warning_count": 0
        },
        "failures": [],
        "warnings": []
      },
      "install_simulation": {
        "ok": true,
        "summary": {
          "archive_present": true,
          "archive_entry_count": 493,
          "archive_extracted": true,
          "entrypoint_loaded": true,
          "manifest_loaded": true,
          "interface_loaded": true,
          "adapter_count": 4,
          "install_root_is_temp": false,
          "failure_count": 0,
          "warning_count": 0
        },
        "failures": [],
        "warnings": []
      },
      "upgrade_check": {
        "ok": true,
        "summary": {
          "declared_bump": "minor",
          "recommended_bump": "minor",
          "breaking_change_count": 0,
          "added_target_count": 2,
          "metadata_change_count": 1,
          "checksum_change_count": 2,
          "failure_count": 0,
          "warning_count": 0
        },
        "upgrade_diff": {
          "name_changed": false,
          "added_targets": [
            "agent-skills-compatible",
            "vscode"
          ],
          "removed_targets": [],
          "compatibility_changes": [
            {
              "target": "agent-skills",
              "from": "missing",
              "to": "pass",
              "direction": "improved"
            },
            {
              "target": "agent-skills-compatible",
              "from": "missing",
              "to": "pass",
              "direction": "improved"
            },
            {
              "target": "vscode",
              "from": "missing",
              "to": "pass",
              "direction": "improved"
            }
          ],
          "metadata_changes": [
            {
              "field": "description",
              "from": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes.",
              "to": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse."
            }
          ],
          "checksum_changes": [
            {
              "field": "archive_sha256",
              "from": "",
              "to": "176d93befb446985aaff7cd8325b05c4858da13177cb13db82d210aa2d264060"
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            {
              "field": "package_sha256",
              "from": "0000000000000000000000000000000000000000000000000000000000000000",
              "to": "2109ae8e212111b1619d8d728e54c73425fecc174113b45629c656ecceb3fadd"
            }
          ]
        },
        "release_notes": [
          "Recommended version bump: minor.",
          "Added targets: agent-skills-compatible, vscode.",
          "Package or archive checksum changed; reviewers should verify package artifacts before release.",
          "Package verification evidence: reports/package_verification.md."
        ],
        "failures": [],
        "warnings": []
      },
      "adoption_drift": {
        "ok": true,
        "summary": {
          "event_count": 1,
          "adoption_sample_count": 1,
          "activation_count": 1,
          "accepted_count": 1,
          "edited_count": 0,
          "rejected_count": 0,
          "missed_count": 0,
          "failed_count": 0,
          "adoption_rate": 100.0,
          "missed_trigger_count": 0,
          "wrong_trigger_count": 0,
          "bad_output_count": 0,
          "script_error_count": 0,
          "missing_resource_count": 0,
          "review_overdue_count": 0,
          "risk_band": "low",
          "event_types": {
            "skill_activation": 1
          },
          "failure_types": {}
        },
        "next_iteration_candidates": [],
        "privacy_contract": {
          "storage": "local-first",
          "event_scope": "metadata-only",
          "raw_content_allowed": false,
          "raw_event_log_packaged": false,
          "blocked_fields": [
            "content",
            "input",
            "inputs",
            "message",
            "messages",
            "note",
            "output",
            "outputs",
            "prompt",
            "raw",
            "text",
            "transcript"
          ]
        },
        "failures": []
      },
      "review_waivers": {
        "ok": true,
        "summary": {
          "waiver_count": 0,
          "active_count": 0,
          "expired_count": 0,
          "invalid_count": 0,
          "covered_gate_count": 0,
          "covered_gate_keys": []
        },
        "policy": {
          "blocker_waivers_allowed": false,
          "minimum_reason_chars": 20,
          "expires_required": true,
          "known_gate_keys": [
            "context-budget",
            "intent-canvas",
            "operations-loop",
            "output-lab",
            "permission-gates",
            "permission-runtime",
            "registry-audit",
            "release-notes",
            "runtime-matrix",
            "skill-atlas",
            "trigger-lab",
            "trust-report"
          ]
        },
        "failures": [],
        "warnings": []
      },
      "review_annotations": {
        "ok": true,
        "summary": {
          "annotation_count": 0,
          "open_count": 0,
          "resolved_count": 0,
          "deferred_count": 0,
          "open_blocker_count": 0,
          "open_warning_count": 0,
          "linked_gate_count": 0,
          "target_missing_count": 0,
          "failure_count": 0
        },
        "annotations": [],
        "failures": []
      },
      "synthesis_highlights": [
        "Borrow progressive disclosure: keep the entrypoint lean and move depth into references or scripts.",
        "Borrow a review checkpoint wherever trust matters more than raw speed.",
        "Borrow the discipline of defining what the skill should not own before growing the package."
      ],
      "artifact_design": {
        "design_system": "metric editorial",
        "highlights": [
          "Execution-focused technical artifact with environment assumptions, copyable commands, expected outputs, and side effects made explicit.",
          "Name the working directory and required inputs for commands.",
          "Mark destructive, networked, or external side-effect operations.",
          "Prefer the smallest runnable snippet over broad framework scaffolding."
        ]
      },
      "prompt_quality": {
        "overall_quality_score": 89.0,
        "highlights": [
          "Primary prompt task family: Execution operation.",
          "Complexity: expert — multiple task families plus governance, evaluation, or expert-level constraints",
          "Completeness: 100/100.",
          "Clarity: 85/100."
        ]
      },
      "system_model": {
        "stability": {
          "score": 100,
          "band": "system-ready"
        },
        "highlights": [
          "Stability: system-ready (100/100).",
          "Owned job: Turn repeated workflows, prompts, transcripts, runbooks, documents, or existing skill packages into routeable, evaluable, packageable, and governable agent skills for personal, team, library, or governed reuse.",
          "Leverage: Tune the frontmatter description — Name the recurring job, expected input, output, and strongest non-goal in compact language.",
          "Leverage: Install output self-repair checks — Add only the checks that prevent recurring output mistakes."
        ]
      },
      "metadata": {
        "canonical_format": "agent-skills",
        "targets": [
          "openai",
          "claude",
          "generic",
          "vscode"
        ],
        "maturity_tier": "governed",
        "skill_archetype": "governed",
        "updated_at": "2026-03-31"
      }
    },
    "intent_confidence": {
      "score": 100,
      "band": "high",
      "gate_passed": true,
      "strengths": [
        "The recurring job is concrete enough to anchor the package.",
        "Real input shape is explicit.",
        "The hand-back output is concrete.",
        "Boundary exclusions are already explicit.",
        "Operational constraints are visible."
      ],
      "gaps": [],
      "follow_up_questions": [],
      "anchor_sentence": "Turn repeated workflows, prompts, transcripts, runbooks, documents, or existing skill packages into routeable, evaluable, packageable, and governable agent skills for personal, team, library, or governed reuse. Primary output: A working skill package with lean SKILL.md, aligned agents/interface.yaml, justified references, scripts only when useful, eval evidence, reports, packaging metadata, and clear next iteration recommendations.. Exclusions: one-off writing, translation, explanation, or brainstorming requests that do not need a reusable skill, general code review or debugging unless the user is packaging that workflow as a skill, raw private material that was not intentionally supplied as skill evidence, platform-specific plugin creation when the request is not about an agent skill package.",
      "recommended_action": "Intent is clear enough to package the first routeable version.",
      "context": {
        "job": "Turn repeated workflows, prompts, transcripts, runbooks, documents, or existing skill packages into routeable, evaluable, packageable, and governable agent skills for personal, team, library, or governed reuse.",
        "real_inputs": [
          "rough workflow notes, SOPs, runbooks, prompts, transcripts, documents, or repeated task descriptions",
          "an existing skill directory that needs refactor, evaluation, packaging, or governance hardening",
          "target platform requirements such as OpenAI, Claude, generic Agent Skills, or team distribution",
          "benchmark references, local constraints, desired maturity tier, and review standards"
        ],
        "primary_output": "A working skill package with lean SKILL.md, aligned agents/interface.yaml, justified references, scripts only when useful, eval evidence, reports, packaging metadata, and clear next iteration recommendations.",
        "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
        "exclusions": [
          "one-off writing, translation, explanation, or brainstorming requests that do not need a reusable skill",
          "general code review or debugging unless the user is packaging that workflow as a skill",
          "raw private material that was not intentionally supplied as skill evidence",
          "platform-specific plugin creation when the request is not about an agent skill package"
        ],
        "constraints": [
          "keep SKILL.md lean and route primarily through frontmatter description",
          "put durable guidance in references, executable logic in scripts, and evidence in reports",
          "default to the lightest reliable mode before adding governance weight",
          "preserve portability across OpenAI, Claude, generic, and Agent Skills compatible targets",
          "avoid raw prompt, output, transcript, or private content in telemetry"
        ],
        "standards": [
          "trigger boundaries must be tested with should-trigger and should-not-trigger cases",
          "production and higher maturity work needs output eval, trust, runtime conformance, and Review Studio evidence",
          "governed work needs owner, review cadence, permission approvals, registry metadata, package verification, and install simulation",
          "generated reports should be bilingual or reviewer-friendly when they are user-facing",
          "each new asset must earn its place by reducing ambiguity, risk, or repeated work"
        ],
        "correction": "The 2.0 direction reframes this package from a Meta Skill factory into a Skill OS with Skill IR, compiler contracts, output eval, runtime conformance, trust, registry, Review Studio, Skill Atlas, and telemetry loops.",
        "user_references": [
          "Yao Meta Skill 2.0 upgrade plan",
          "Kami-style white report layout requirements for generated skill reports",
          "local Waza engineering habits for review, design, diagnosis, and implementation discipline"
        ]
      }
    },
    "intent_dialogue": {
      "skill_name": "yao-meta-skill",
      "title": "Yao Meta Skill",
      "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
      "focus": "portability-and-contract",
      "opening_frame": "Let's start from the real work, the result you care about, and the standards that matter here. We can make the structure clearer after that.",
      "reference_note": "If you already have examples you admire, bring them in. We will learn the pattern, not copy the source.",
      "conversation_path": [
        "Start with the user's own words, not package vocabulary.",
        "Reflect the job, output, and non-goals back in one clean sentence.",
        "Only then offer a tiny scaffold if it would help the user move faster."
      ],
      "opening_styles": [
        {
          "label": "温柔陪伴型",
          "best_when": "用户想法还散、还在试探，或者需要先被接住。",
          "message": "我们先不急着把它说成一个很完整的 skill。你就像跟我聊天一样，先说说你最想让它以后稳稳接住哪类重复工作；如果它做得很理想，最后应该交回你一个什么结果。"
        },
        {
          "label": "专业教练型",
          "best_when": "用户目标比较明确，希望被高效带着走。",
          "message": "我们先把这件事讲清楚，再决定 skill 怎么设计。你先告诉我三件事：它要接住的重复任务是什么，别人通常会给它什么材料，最后你希望它交付什么结果。"
        },
        {
          "label": "共创伙伴型",
          "best_when": "用户已经有一些想法，希望一起打磨，不想被填表。",
          "message": "我们把这次当成一次共创。你先给我一个粗糙版本就行，我先帮你看它真正的核心任务是什么，再一起决定边界、结构和接下来最值的一步。"
        }
      ],
      "optional_scaffold": [
        "The repeated job it should reliably handle",
        "The real inputs people will hand to it",
        "The useful output it should hand back",
        "What it should clearly refuse"
      ],
      "questions": [
        {
          "question": "If this skill worked beautifully, what recurring job would it reliably handle for the user every time?",
          "why": "This reveals the real job-to-be-done and gives the package a humane center instead of a guessed prompt shape."
        },
        {
          "question": "When someone reaches for this skill in the real world, what materials will they actually hand to it?",
          "why": "Input shape decides whether references, scripts, or templates are needed."
        },
        {
          "question": "What finished output should it hand back so the user can immediately keep moving?",
          "why": "Outputs should drive the package structure before extra guidance is added."
        },
        {
          "question": "Which nearby requests should this skill politely refuse so the boundary stays clean?",
          "why": "The exclusion list is the fastest route to better trigger quality."
        },
        {
          "question": "What matters most here: speed, consistency, auditability, portability, governance, or tone/style fit?",
          "why": "Constraints decide how much structure, packaging, and review the skill actually needs."
        },
        {
          "question": "Do you already have any references you want this skill to learn from, such as a repo, product, page, workflow, or prompt example?",
          "why": "A good reference can raise the quality bar quickly, but the skill should only borrow patterns and standards, never copy wording or confidential material."
        },
        {
          "question": "Which environments or clients must be able to consume this skill?",
          "why": "This sets the minimum metadata and degradation strategy."
        }
      ],
      "output": {
        "capability_sentence": "Yao Meta Skill should turn a recurring request into a reliable reusable output without widening the boundary unnecessarily.",
        "required_capture": [
          "recurring job",
          "real inputs",
          "required outputs",
          "exclusions",
          "constraints",
          "reference preferences",
          "first evaluation target"
        ],
        "recommended_first_gate": "portability and contract"
      }
    },
    "route_scorecard": {
      "summary": {
        "total_cases": 13,
        "correct_cases": 13,
        "accuracy": 1.0,
        "ambiguous_case_count": 0,
        "margin_warning_threshold": 0.08,
        "misroute_count": 0,
        "no_route_accuracy": 1.0
      },
      "route_stats": {
        "yao-meta-skill": {
          "expected_count": 3,
          "predicted_count": 3,
          "correct_count": 3,
          "precision": 1.0,
          "recall": 1.0,
          "average_margin": 0.611
        },
        "team-frontend-review": {
          "expected_count": 3,
          "predicted_count": 3,
          "correct_count": 3,
          "precision": 1.0,
          "recall": 1.0,
          "average_margin": 0.805
        },
        "governed-incident-command": {
          "expected_count": 3,
          "predicted_count": 3,
          "correct_count": 3,
          "precision": 1.0,
          "recall": 1.0,
          "average_margin": 0.659
        },
        "no_route": {
          "expected_count": 4,
          "predicted_count": 4,
          "correct_count": 4,
          "precision": 1.0,
          "recall": 1.0,
          "average_margin": null
        }
      },
      "confusion_matrix": {
        "yao-meta-skill": {
          "yao-meta-skill": 3,
          "team-frontend-review": 0,
          "governed-incident-command": 0,
          "no_route": 0
        },
        "team-frontend-review": {
          "yao-meta-skill": 0,
          "team-frontend-review": 3,
          "governed-incident-command": 0,
          "no_route": 0
        },
        "governed-incident-command": {
          "yao-meta-skill": 0,
          "team-frontend-review": 0,
          "governed-incident-command": 3,
          "no_route": 0
        },
        "no_route": {
          "yao-meta-skill": 0,
          "team-frontend-review": 0,
          "governed-incident-command": 0,
          "no_route": 4
        }
      },
      "ambiguous_cases": [],
      "misroutes": [],
      "cases": [
        {
          "family": "meta_create",
          "prompt": "Create a reusable skill from this workflow and add evals before sharing it with the team.",
          "expected_route": "yao-meta-skill",
          "predicted_route": "yao-meta-skill",
          "correct": true,
          "margin": 0.741,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "yao-meta-skill",
              "score": 0.741,
              "passed_threshold": true,
              "threshold": 0.33,
              "matched_desired_concepts": [
                "eval_optimize",
                "iterate_existing_skill",
                "reuse_package",
                "team_operationalize",
                "transform_workflow"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.01,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.01,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "meta_iterate",
          "prompt": "Refactor this existing skill description, tighten the trigger boundary, and package it for reuse.",
          "expected_route": "yao-meta-skill",
          "predicted_route": "yao-meta-skill",
          "correct": true,
          "margin": 0.535,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "yao-meta-skill",
              "score": 0.535,
              "passed_threshold": true,
              "threshold": 0.33,
              "matched_desired_concepts": [
                "eval_optimize",
                "iterate_existing_skill",
                "reuse_package"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.011,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.01,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "meta_operationalize",
          "prompt": "Turn these prompts, notes, and transcripts into a maintained skill package with references and scripts.",
          "expected_route": "yao-meta-skill",
          "predicted_route": "yao-meta-skill",
          "correct": true,
          "margin": 0.558,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "yao-meta-skill",
              "score": 0.558,
              "passed_threshold": true,
              "threshold": 0.33,
              "matched_desired_concepts": [
                "build_skill",
                "reuse_package"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.269,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "governed_workflow"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.011,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "frontend_premerge",
          "prompt": "Run a pre-merge frontend review for keyboard navigation issues and unsafe rendering.",
          "expected_route": "team-frontend-review",
          "predicted_route": "team-frontend-review",
          "correct": true,
          "margin": 0.893,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "team-frontend-review",
              "score": 0.893,
              "passed_threshold": true,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "accessibility",
                "frontend_scope",
                "review_frontend",
                "ui_security",
                "ux_regression"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.018,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.012,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "frontend_states",
          "prompt": "Run a pre-merge frontend review on this React diff for missing empty states, form handling, and UX regressions.",
          "expected_route": "team-frontend-review",
          "predicted_route": "team-frontend-review",
          "correct": true,
          "margin": 0.704,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "team-frontend-review",
              "score": 0.704,
              "passed_threshold": true,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "frontend_scope",
                "review_frontend",
                "ui_security",
                "ux_regression"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.013,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.008,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "frontend_a11y",
          "prompt": "Review React components for a11y regressions, unsafe rendering, and UI behavior before merge.",
          "expected_route": "team-frontend-review",
          "predicted_route": "team-frontend-review",
          "correct": true,
          "margin": 0.819,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "team-frontend-review",
              "score": 0.819,
              "passed_threshold": true,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "accessibility",
                "frontend_scope",
                "review_frontend",
                "ui_security"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.012,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.006,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "incident_packet",
          "prompt": "Build a governed incident command packet from alerts, responder notes, incident communication needs, and severity findings.",
          "expected_route": "governed-incident-command",
          "predicted_route": "governed-incident-command",
          "correct": true,
          "margin": 1.0,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "governed-incident-command",
              "score": 1.0,
              "passed_threshold": true,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "comms_and_owners",
                "governed_workflow",
                "severity_assessment"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.021,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.011,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "incident_severity",
          "prompt": "Run severity assessment and package incident communication from this outage review.",
          "expected_route": "governed-incident-command",
          "predicted_route": "governed-incident-command",
          "correct": true,
          "margin": 0.805,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "governed-incident-command",
              "score": 0.805,
              "passed_threshold": true,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "comms_and_owners",
                "severity_assessment"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.189,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [
                "reuse_package"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.022,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "incident_governed_workflow",
          "prompt": "Standardize this incident review into a reusable governed workflow with owner actions.",
          "expected_route": "governed-incident-command",
          "predicted_route": "governed-incident-command",
          "correct": true,
          "margin": 0.172,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "governed-incident-command",
              "score": 0.62,
              "passed_threshold": true,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "comms_and_owners",
                "governed_workflow"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.448,
              "passed_threshold": true,
              "threshold": 0.33,
              "matched_desired_concepts": [
                "reuse_package",
                "team_operationalize",
                "transform_workflow"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.013,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "no_route_explain",
          "prompt": "Explain keyboard accessibility basics in plain English.",
          "expected_route": "no_route",
          "predicted_route": "no_route",
          "correct": true,
          "margin": null,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "team-frontend-review",
              "score": 0.195,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "accessibility"
              ],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.0,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [],
              "matched_negative_concepts": [
                "explain_only"
              ]
            },
            {
              "name": "governed-incident-command",
              "score": 0.0,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "no_route_build",
          "prompt": "Build a React form page with loading and empty states.",
          "expected_route": "no_route",
          "predicted_route": "no_route",
          "correct": true,
          "margin": null,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "yao-meta-skill",
              "score": 0.016,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.008,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.0,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [
                "frontend_scope"
              ],
              "matched_negative_concepts": [
                "build_ui"
              ]
            }
          ]
        },
        {
          "family": "no_route_single_update",
          "prompt": "Write one short outage update for customers from these notes.",
          "expected_route": "no_route",
          "predicted_route": "no_route",
          "correct": true,
          "margin": null,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "yao-meta-skill",
              "score": 0.024,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.008,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "governed-incident-command",
              "score": 0.0,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            }
          ]
        },
        {
          "family": "no_route_document_only",
          "prompt": "Summarize this workflow and keep it as documentation only.",
          "expected_route": "no_route",
          "predicted_route": "no_route",
          "correct": true,
          "margin": null,
          "ambiguous": false,
          "ranked_routes": [
            {
              "name": "governed-incident-command",
              "score": 0.01,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "team-frontend-review",
              "score": 0.009,
              "passed_threshold": false,
              "threshold": 0.48,
              "matched_desired_concepts": [],
              "matched_negative_concepts": []
            },
            {
              "name": "yao-meta-skill",
              "score": 0.0,
              "passed_threshold": false,
              "threshold": 0.33,
              "matched_desired_concepts": [
                "transform_workflow"
              ],
              "matched_negative_concepts": [
                "no_build_directive",
                "summarize_only"
              ]
            }
          ]
        }
      ]
    },
    "output_quality": {
      "ok": true,
      "cases": "evals/output/cases.jsonl",
      "summary": {
        "case_count": 5,
        "file_backed_case_count": 1,
        "near_neighbor_case_count": 1,
        "boundary_case_count": 1,
        "baseline_pass_rate": 0.0,
        "with_skill_pass_rate": 100.0,
        "delta": 100.0,
        "regression_count": 0,
        "gate_pass": true,
        "failure_taxonomy": [],
        "blind_pair_count": 5
      },
      "results": [
        {
          "id": "skill-package-contract",
          "prompt": "Turn this repeated workflow into a reusable team skill package.",
          "input_files": [],
          "metadata": {},
          "baseline": {
            "score": 0.0,
            "passed_count": 0,
            "failed_count": 4,
            "checks": [
              {
                "id": "has-entrypoint",
                "description": "Output names the routeable Skill entrypoint.",
                "weight": 1.0,
                "failure_type": "missing_entrypoint",
                "passed": false,
                "missing": [
                  "SKILL.md"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-interface",
                "description": "Output includes neutral interface metadata.",
                "weight": 1.0,
                "failure_type": "missing_interface",
                "passed": false,
                "missing": [
                  "agents/interface.yaml"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-report",
                "description": "Output points reviewer to generated overview report.",
                "weight": 1.0,
                "failure_type": "missing_review_artifact",
                "passed": false,
                "missing": [
                  "reports/skill-overview.html"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-resource-boundary",
                "description": "Output preserves entrypoint/resource separation.",
                "weight": 1.0,
                "failure_type": "resource_boundary",
                "passed": false,
                "missing": [
                  "references/",
                  "scripts/",
                  "reports/"
                ],
                "present_forbidden": []
              }
            ],
            "failed": [
              {
                "id": "has-entrypoint",
                "description": "Output names the routeable Skill entrypoint.",
                "weight": 1.0,
                "failure_type": "missing_entrypoint",
                "passed": false,
                "missing": [
                  "SKILL.md"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-interface",
                "description": "Output includes neutral interface metadata.",
                "weight": 1.0,
                "failure_type": "missing_interface",
                "passed": false,
                "missing": [
                  "agents/interface.yaml"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-report",
                "description": "Output points reviewer to generated overview report.",
                "weight": 1.0,
                "failure_type": "missing_review_artifact",
                "passed": false,
                "missing": [
                  "reports/skill-overview.html"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-resource-boundary",
                "description": "Output preserves entrypoint/resource separation.",
                "weight": 1.0,
                "failure_type": "resource_boundary",
                "passed": false,
                "missing": [
                  "references/",
                  "scripts/",
                  "reports/"
                ],
                "present_forbidden": []
              }
            ]
          },
          "with_skill": {
            "score": 100.0,
            "passed_count": 4,
            "failed_count": 0,
            "checks": [
              {
                "id": "has-entrypoint",
                "description": "Output names the routeable Skill entrypoint.",
                "weight": 1.0,
                "failure_type": "missing_entrypoint",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-interface",
                "description": "Output includes neutral interface metadata.",
                "weight": 1.0,
                "failure_type": "missing_interface",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-report",
                "description": "Output points reviewer to generated overview report.",
                "weight": 1.0,
                "failure_type": "missing_review_artifact",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-resource-boundary",
                "description": "Output preserves entrypoint/resource separation.",
                "weight": 1.0,
                "failure_type": "resource_boundary",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              }
            ],
            "failed": []
          },
          "delta": 100.0,
          "winner": "with_skill",
          "failure_taxonomy": []
        },
        {
          "id": "output-eval-expectation",
          "prompt": "Upgrade this production skill so we know whether the generated output is better than baseline.",
          "input_files": [],
          "metadata": {},
          "baseline": {
            "score": 0.0,
            "passed_count": 0,
            "failed_count": 4,
            "checks": [
              {
                "id": "has-baseline-comparison",
                "description": "Output explicitly compares with-skill and baseline outputs.",
                "weight": 1.0,
                "failure_type": "missing_baseline_delta",
                "passed": false,
                "missing": [
                  "with-skill",
                  "baseline"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-assertion-grading",
                "description": "Output includes objective assertion grading.",
                "weight": 1.0,
                "failure_type": "missing_assertions",
                "passed": false,
                "missing": [
                  "assertion grading"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-scorecard",
                "description": "Output produces a scorecard report path.",
                "weight": 1.0,
                "failure_type": "missing_scorecard",
                "passed": false,
                "missing": [
                  "reports/output_quality_scorecard.md"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-failure-taxonomy",
                "description": "Output records failure taxonomy.",
                "weight": 1.0,
                "failure_type": "missing_failure_taxonomy",
                "passed": false,
                "missing": [
                  "failure taxonomy"
                ],
                "present_forbidden": []
              }
            ],
            "failed": [
              {
                "id": "has-baseline-comparison",
                "description": "Output explicitly compares with-skill and baseline outputs.",
                "weight": 1.0,
                "failure_type": "missing_baseline_delta",
                "passed": false,
                "missing": [
                  "with-skill",
                  "baseline"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-assertion-grading",
                "description": "Output includes objective assertion grading.",
                "weight": 1.0,
                "failure_type": "missing_assertions",
                "passed": false,
                "missing": [
                  "assertion grading"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-scorecard",
                "description": "Output produces a scorecard report path.",
                "weight": 1.0,
                "failure_type": "missing_scorecard",
                "passed": false,
                "missing": [
                  "reports/output_quality_scorecard.md"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-failure-taxonomy",
                "description": "Output records failure taxonomy.",
                "weight": 1.0,
                "failure_type": "missing_failure_taxonomy",
                "passed": false,
                "missing": [
                  "failure taxonomy"
                ],
                "present_forbidden": []
              }
            ]
          },
          "with_skill": {
            "score": 100.0,
            "passed_count": 4,
            "failed_count": 0,
            "checks": [
              {
                "id": "has-baseline-comparison",
                "description": "Output explicitly compares with-skill and baseline outputs.",
                "weight": 1.0,
                "failure_type": "missing_baseline_delta",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-assertion-grading",
                "description": "Output includes objective assertion grading.",
                "weight": 1.0,
                "failure_type": "missing_assertions",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-scorecard",
                "description": "Output produces a scorecard report path.",
                "weight": 1.0,
                "failure_type": "missing_scorecard",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-failure-taxonomy",
                "description": "Output records failure taxonomy.",
                "weight": 1.0,
                "failure_type": "missing_failure_taxonomy",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              }
            ],
            "failed": []
          },
          "delta": 100.0,
          "winner": "with_skill",
          "failure_taxonomy": []
        },
        {
          "id": "ir-before-packaging",
          "prompt": "Package this skill for OpenAI, Claude, Agent Skills, and generic targets.",
          "input_files": [],
          "metadata": {},
          "baseline": {
            "score": 0.0,
            "passed_count": 0,
            "failed_count": 4,
            "checks": [
              {
                "id": "has-ir-first",
                "description": "Output requires Skill IR before packaging.",
                "weight": 1.0,
                "failure_type": "missing_ir",
                "passed": false,
                "missing": [
                  "Skill IR first"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-core-ir-fields",
                "description": "Output lists core IR contract fields.",
                "weight": 1.0,
                "failure_type": "incomplete_ir_contract",
                "passed": false,
                "missing": [
                  "job_to_be_done",
                  "trigger_surface",
                  "eval_plan",
                  "governance"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-targets",
                "description": "Output names requested runtime targets.",
                "weight": 1.0,
                "failure_type": "missing_targets",
                "passed": false,
                "missing": [
                  "OpenAI",
                  "Claude",
                  "Agent Skills",
                  "generic"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-semantic-preservation",
                "description": "Output says targets must preserve the capability contract.",
                "weight": 1.0,
                "failure_type": "semantic_drift",
                "passed": false,
                "missing": [
                  "preserve the same capability contract"
                ],
                "present_forbidden": []
              }
            ],
            "failed": [
              {
                "id": "has-ir-first",
                "description": "Output requires Skill IR before packaging.",
                "weight": 1.0,
                "failure_type": "missing_ir",
                "passed": false,
                "missing": [
                  "Skill IR first"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-core-ir-fields",
                "description": "Output lists core IR contract fields.",
                "weight": 1.0,
                "failure_type": "incomplete_ir_contract",
                "passed": false,
                "missing": [
                  "job_to_be_done",
                  "trigger_surface",
                  "eval_plan",
                  "governance"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-targets",
                "description": "Output names requested runtime targets.",
                "weight": 1.0,
                "failure_type": "missing_targets",
                "passed": false,
                "missing": [
                  "OpenAI",
                  "Claude",
                  "Agent Skills",
                  "generic"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-semantic-preservation",
                "description": "Output says targets must preserve the capability contract.",
                "weight": 1.0,
                "failure_type": "semantic_drift",
                "passed": false,
                "missing": [
                  "preserve the same capability contract"
                ],
                "present_forbidden": []
              }
            ]
          },
          "with_skill": {
            "score": 100.0,
            "passed_count": 4,
            "failed_count": 0,
            "checks": [
              {
                "id": "has-ir-first",
                "description": "Output requires Skill IR before packaging.",
                "weight": 1.0,
                "failure_type": "missing_ir",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-core-ir-fields",
                "description": "Output lists core IR contract fields.",
                "weight": 1.0,
                "failure_type": "incomplete_ir_contract",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-targets",
                "description": "Output names requested runtime targets.",
                "weight": 1.0,
                "failure_type": "missing_targets",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-semantic-preservation",
                "description": "Output says targets must preserve the capability contract.",
                "weight": 1.0,
                "failure_type": "semantic_drift",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              }
            ],
            "failed": []
          },
          "delta": 100.0,
          "winner": "with_skill",
          "failure_taxonomy": []
        },
        {
          "id": "near-neighbor-boundary",
          "prompt": "I only need a one-off summary of these notes, not a reusable process.",
          "input_files": [],
          "metadata": {
            "case_type": "near_neighbor",
            "tier": "production"
          },
          "baseline": {
            "score": 0.0,
            "passed_count": 0,
            "failed_count": 3,
            "checks": [
              {
                "id": "declines-skill",
                "description": "Output refuses unnecessary skill creation for one-off work.",
                "weight": 1.0,
                "failure_type": "over_trigger",
                "passed": false,
                "missing": [
                  "Do not create a skill"
                ],
                "present_forbidden": []
              },
              {
                "id": "names-near-neighbor",
                "description": "Output labels the request as near-neighbor instead of owned work.",
                "weight": 1.0,
                "failure_type": "missing_boundary_language",
                "passed": false,
                "missing": [
                  "near-neighbor"
                ],
                "present_forbidden": []
              },
              {
                "id": "requires-reuse-signal",
                "description": "Output asks for repeat-use evidence before packaging.",
                "weight": 1.0,
                "failure_type": "missing_reuse_gate",
                "passed": false,
                "missing": [
                  "repeated use",
                  "reusable output contract"
                ],
                "present_forbidden": []
              }
            ],
            "failed": [
              {
                "id": "declines-skill",
                "description": "Output refuses unnecessary skill creation for one-off work.",
                "weight": 1.0,
                "failure_type": "over_trigger",
                "passed": false,
                "missing": [
                  "Do not create a skill"
                ],
                "present_forbidden": []
              },
              {
                "id": "names-near-neighbor",
                "description": "Output labels the request as near-neighbor instead of owned work.",
                "weight": 1.0,
                "failure_type": "missing_boundary_language",
                "passed": false,
                "missing": [
                  "near-neighbor"
                ],
                "present_forbidden": []
              },
              {
                "id": "requires-reuse-signal",
                "description": "Output asks for repeat-use evidence before packaging.",
                "weight": 1.0,
                "failure_type": "missing_reuse_gate",
                "passed": false,
                "missing": [
                  "repeated use",
                  "reusable output contract"
                ],
                "present_forbidden": []
              }
            ]
          },
          "with_skill": {
            "score": 100.0,
            "passed_count": 3,
            "failed_count": 0,
            "checks": [
              {
                "id": "declines-skill",
                "description": "Output refuses unnecessary skill creation for one-off work.",
                "weight": 1.0,
                "failure_type": "over_trigger",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "names-near-neighbor",
                "description": "Output labels the request as near-neighbor instead of owned work.",
                "weight": 1.0,
                "failure_type": "missing_boundary_language",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "requires-reuse-signal",
                "description": "Output asks for repeat-use evidence before packaging.",
                "weight": 1.0,
                "failure_type": "missing_reuse_gate",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              }
            ],
            "failed": []
          },
          "delta": 100.0,
          "winner": "with_skill",
          "failure_taxonomy": []
        },
        {
          "id": "file-backed-governed-package",
          "prompt": "Turn the attached release brief source into a governed skill package.",
          "input_files": [
            "fixtures/release-brief-source.md"
          ],
          "metadata": {
            "case_type": "boundary",
            "tier": "governed"
          },
          "baseline": {
            "score": 0.0,
            "passed_count": 0,
            "failed_count": 5,
            "checks": [
              {
                "id": "uses-file-backed-evidence",
                "description": "Output names file-backed source evidence.",
                "weight": 1.0,
                "failure_type": "missing_file_fixture",
                "passed": false,
                "missing": [
                  "file-backed fixture",
                  "input_files"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-governance",
                "description": "Output preserves governed ownership metadata.",
                "weight": 1.0,
                "failure_type": "missing_governance",
                "passed": false,
                "missing": [
                  "review cadence"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-output-contract",
                "description": "Output preserves output and rollback boundaries.",
                "weight": 1.0,
                "failure_type": "missing_contract_boundary",
                "passed": false,
                "missing": [
                  "output contract",
                  "rollback boundary"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-trust-and-scorecard",
                "description": "Output requires trust and output scorecard artifacts.",
                "weight": 1.0,
                "failure_type": "missing_release_evidence",
                "passed": false,
                "missing": [
                  "trust report",
                  "reports/output_quality_scorecard.md"
                ],
                "present_forbidden": []
              },
              {
                "id": "does-not-invent-evidence",
                "description": "Output forbids invented launch evidence.",
                "weight": 1.0,
                "failure_type": "invented_evidence",
                "passed": false,
                "missing": [
                  "missing evidence"
                ],
                "present_forbidden": []
              }
            ],
            "failed": [
              {
                "id": "uses-file-backed-evidence",
                "description": "Output names file-backed source evidence.",
                "weight": 1.0,
                "failure_type": "missing_file_fixture",
                "passed": false,
                "missing": [
                  "file-backed fixture",
                  "input_files"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-governance",
                "description": "Output preserves governed ownership metadata.",
                "weight": 1.0,
                "failure_type": "missing_governance",
                "passed": false,
                "missing": [
                  "review cadence"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-output-contract",
                "description": "Output preserves output and rollback boundaries.",
                "weight": 1.0,
                "failure_type": "missing_contract_boundary",
                "passed": false,
                "missing": [
                  "output contract",
                  "rollback boundary"
                ],
                "present_forbidden": []
              },
              {
                "id": "has-trust-and-scorecard",
                "description": "Output requires trust and output scorecard artifacts.",
                "weight": 1.0,
                "failure_type": "missing_release_evidence",
                "passed": false,
                "missing": [
                  "trust report",
                  "reports/output_quality_scorecard.md"
                ],
                "present_forbidden": []
              },
              {
                "id": "does-not-invent-evidence",
                "description": "Output forbids invented launch evidence.",
                "weight": 1.0,
                "failure_type": "invented_evidence",
                "passed": false,
                "missing": [
                  "missing evidence"
                ],
                "present_forbidden": []
              }
            ]
          },
          "with_skill": {
            "score": 100.0,
            "passed_count": 5,
            "failed_count": 0,
            "checks": [
              {
                "id": "uses-file-backed-evidence",
                "description": "Output names file-backed source evidence.",
                "weight": 1.0,
                "failure_type": "missing_file_fixture",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-governance",
                "description": "Output preserves governed ownership metadata.",
                "weight": 1.0,
                "failure_type": "missing_governance",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-output-contract",
                "description": "Output preserves output and rollback boundaries.",
                "weight": 1.0,
                "failure_type": "missing_contract_boundary",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "has-trust-and-scorecard",
                "description": "Output requires trust and output scorecard artifacts.",
                "weight": 1.0,
                "failure_type": "missing_release_evidence",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              },
              {
                "id": "does-not-invent-evidence",
                "description": "Output forbids invented launch evidence.",
                "weight": 1.0,
                "failure_type": "invented_evidence",
                "passed": true,
                "missing": [],
                "present_forbidden": []
              }
            ],
            "failed": []
          },
          "delta": 100.0,
          "winner": "with_skill",
          "failure_taxonomy": []
        }
      ],
      "failures": [],
      "blind_review": {
        "pack": "reports/output_blind_review_pack.json",
        "answer_key": "reports/output_blind_answer_key.json",
        "pair_count": 5
      },
      "artifacts": {
        "json": "reports/output_quality_scorecard.json",
        "markdown": "reports/output_quality_scorecard.md",
        "blind_review_pack_json": "reports/output_blind_review_pack.json",
        "blind_review_pack_md": "reports/output_blind_review_pack.md",
        "blind_answer_key_json": "reports/output_blind_answer_key.json"
      }
    },
    "output_execution": {
      "schema_version": "1.0",
      "ok": true,
      "cases": "evals/output/cases.jsonl",
      "runner": {
        "mode": "command",
        "command": [
          "python3",
          "scripts/local_output_eval_runner.py"
        ],
        "timeout_seconds": 30.0
      },
      "summary": {
        "case_count": 5,
        "variant_run_count": 10,
        "command_executed_count": 10,
        "model_executed_count": 0,
        "recorded_fixture_count": 0,
        "timing_observed_count": 10,
        "token_observed_count": 0,
        "token_estimated_count": 10,
        "baseline_pass_rate": 0.0,
        "with_skill_pass_rate": 100.0,
        "delta": 100.0,
        "regression_count": 0,
        "failure_count": 0,
        "gate_pass": true
      },
      "runs": [
        {
          "case_id": "skill-package-contract",
          "variant": "baseline",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 29.87,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 16,
            "output_tokens": 17,
            "total_tokens": 33,
            "estimated": true
          },
          "score": 0.0,
          "passed_count": 0,
          "failed_count": 4,
          "failed_assertions": [
            "has-entrypoint",
            "has-interface",
            "has-report",
            "has-resource-boundary"
          ],
          "output_sha256": "ece26a6edbbbea86a93faaf9f0eadf88efbae12f1c3ad81da9376cf2a889d101",
          "failure": ""
        },
        {
          "case_id": "skill-package-contract",
          "variant": "with_skill",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 30.27,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 16,
            "output_tokens": 57,
            "total_tokens": 73,
            "estimated": true
          },
          "score": 100.0,
          "passed_count": 4,
          "failed_count": 0,
          "failed_assertions": [],
          "output_sha256": "8bee0131e17fdbe87e48457130ac6aeaa55ea30c919a45e77109852609f33eba",
          "failure": ""
        },
        {
          "case_id": "output-eval-expectation",
          "variant": "baseline",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 40.04,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 24,
            "output_tokens": 12,
            "total_tokens": 36,
            "estimated": true
          },
          "score": 0.0,
          "passed_count": 0,
          "failed_count": 4,
          "failed_assertions": [
            "has-baseline-comparison",
            "has-assertion-grading",
            "has-scorecard",
            "has-failure-taxonomy"
          ],
          "output_sha256": "98fa332fb493b5dc14656a9d65a6c0a9c25ff61a14b71b647aad89cbdbd3ab35",
          "failure": ""
        },
        {
          "case_id": "output-eval-expectation",
          "variant": "with_skill",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 41.0,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 24,
            "output_tokens": 56,
            "total_tokens": 80,
            "estimated": true
          },
          "score": 100.0,
          "passed_count": 4,
          "failed_count": 0,
          "failed_assertions": [],
          "output_sha256": "8efdbfefa6a36603682b7063b1753f9f939b3810c082d29686e297906d9f51c8",
          "failure": ""
        },
        {
          "case_id": "ir-before-packaging",
          "variant": "baseline",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 37.68,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 18,
            "output_tokens": 15,
            "total_tokens": 33,
            "estimated": true
          },
          "score": 0.0,
          "passed_count": 0,
          "failed_count": 4,
          "failed_assertions": [
            "has-ir-first",
            "has-core-ir-fields",
            "has-targets",
            "has-semantic-preservation"
          ],
          "output_sha256": "07a4aa9ee9e48341d4b84d5cb9b6414901aa2c8841340d67447e187240c6c4c2",
          "failure": ""
        },
        {
          "case_id": "ir-before-packaging",
          "variant": "with_skill",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 37.33,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 18,
            "output_tokens": 62,
            "total_tokens": 80,
            "estimated": true
          },
          "score": 100.0,
          "passed_count": 4,
          "failed_count": 0,
          "failed_assertions": [],
          "output_sha256": "707fde419b3d61e921561b1c4a8523e1f7b53b1acd5758a47ce21d9ed711fde0",
          "failure": ""
        },
        {
          "case_id": "near-neighbor-boundary",
          "variant": "baseline",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 30.73,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 17,
            "output_tokens": 19,
            "total_tokens": 36,
            "estimated": true
          },
          "score": 0.0,
          "passed_count": 0,
          "failed_count": 3,
          "failed_assertions": [
            "declines-skill",
            "names-near-neighbor",
            "requires-reuse-signal"
          ],
          "output_sha256": "648ebaa6e09486d05f33fa6639dc973b029d115158588fd192efbe15ccaaeac4",
          "failure": ""
        },
        {
          "case_id": "near-neighbor-boundary",
          "variant": "with_skill",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 30.69,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 17,
            "output_tokens": 48,
            "total_tokens": 65,
            "estimated": true
          },
          "score": 100.0,
          "passed_count": 3,
          "failed_count": 0,
          "failed_assertions": [],
          "output_sha256": "17a3a5286ad573dea86e51f82c04b596babaecb92cde8879f09e7c519205e2e1",
          "failure": ""
        },
        {
          "case_id": "file-backed-governed-package",
          "variant": "baseline",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 30.1,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 17,
            "output_tokens": 20,
            "total_tokens": 37,
            "estimated": true
          },
          "score": 0.0,
          "passed_count": 0,
          "failed_count": 5,
          "failed_assertions": [
            "uses-file-backed-evidence",
            "has-governance",
            "has-output-contract",
            "has-trust-and-scorecard",
            "does-not-invent-evidence"
          ],
          "output_sha256": "6e5827219459dee34143e4f11663415db80c3111291f75fb6c2115c7bda4cf30",
          "failure": ""
        },
        {
          "case_id": "file-backed-governed-package",
          "variant": "with_skill",
          "status": "pass",
          "execution_mode": "command",
          "model_executed": false,
          "command_executed": true,
          "duration_ms": 30.27,
          "provider": "local-output-eval-runner",
          "model": "",
          "usage": {
            "input_tokens": 17,
            "output_tokens": 81,
            "total_tokens": 98,
            "estimated": true
          },
          "score": 100.0,
          "passed_count": 5,
          "failed_count": 0,
          "failed_assertions": [],
          "output_sha256": "bcfdf036666d406abbc945fc42b93eb74d7074118893e540253c7d8715baad73",
          "failure": ""
        }
      ],
      "failures": [],
      "artifacts": {
        "json": "reports/output_execution_runs.json",
        "markdown": "reports/output_execution_runs.md"
      }
    },
    "output_blind_review": {
      "schema_version": "1.0",
      "seed": "yao-output-eval-blind-v1",
      "summary": {
        "pair_count": 5,
        "answer_key_separate": true,
        "with_skill_hidden_count": 5
      },
      "pairs": [
        {
          "case_id": "skill-package-contract",
          "prompt": "Turn this repeated workflow into a reusable team skill package.",
          "input_files": [],
          "metadata": {},
          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
          "rubric": [
            {
              "id": "has-entrypoint",
              "description": "Output names the routeable Skill entrypoint.",
              "weight": 1.0
            },
            {
              "id": "has-interface",
              "description": "Output includes neutral interface metadata.",
              "weight": 1.0
            },
            {
              "id": "has-report",
              "description": "Output points reviewer to generated overview report.",
              "weight": 1.0
            },
            {
              "id": "has-resource-boundary",
              "description": "Output preserves entrypoint/resource separation.",
              "weight": 1.0
            }
          ],
          "variant_a": {
            "blind_id": "skill-package-contract:A",
            "output": "Create a routeable SKILL.md, agents/interface.yaml, reports/skill-overview.html, and a focused eval plan. Keep the root entrypoint lean, move durable guidance into references/, scripts into scripts/, and evidence into reports/."
          },
          "variant_b": {
            "blind_id": "skill-package-contract:B",
            "output": "I can write a prompt for that workflow and include a short checklist."
          }
        },
        {
          "case_id": "output-eval-expectation",
          "prompt": "Upgrade this production skill so we know whether the generated output is better than baseline.",
          "input_files": [],
          "metadata": {},
          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
          "rubric": [
            {
              "id": "has-baseline-comparison",
              "description": "Output explicitly compares with-skill and baseline outputs.",
              "weight": 1.0
            },
            {
              "id": "has-assertion-grading",
              "description": "Output includes objective assertion grading.",
              "weight": 1.0
            },
            {
              "id": "has-scorecard",
              "description": "Output produces a scorecard report path.",
              "weight": 1.0
            },
            {
              "id": "has-failure-taxonomy",
              "description": "Output records failure taxonomy.",
              "weight": 1.0
            }
          ],
          "variant_a": {
            "blind_id": "output-eval-expectation:A",
            "output": "Add Output Eval Lab cases with baseline_output and with_skill_output, run assertion grading, report with-skill vs baseline pass-rate delta, and record failure taxonomy plus next fixes in reports/output_quality_scorecard.md."
          },
          "variant_b": {
            "blind_id": "output-eval-expectation:B",
            "output": "Add more examples and run the trigger eval again."
          }
        },
        {
          "case_id": "ir-before-packaging",
          "prompt": "Package this skill for OpenAI, Claude, Agent Skills, and generic targets.",
          "input_files": [],
          "metadata": {},
          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
          "rubric": [
            {
              "id": "has-ir-first",
              "description": "Output requires Skill IR before packaging.",
              "weight": 1.0
            },
            {
              "id": "has-core-ir-fields",
              "description": "Output lists core IR contract fields.",
              "weight": 1.0
            },
            {
              "id": "has-targets",
              "description": "Output names requested runtime targets.",
              "weight": 1.0
            },
            {
              "id": "has-semantic-preservation",
              "description": "Output says targets must preserve the capability contract.",
              "weight": 1.0
            }
          ],
          "variant_a": {
            "blind_id": "ir-before-packaging:A",
            "output": "Export folders for each platform and adjust files as needed."
          },
          "variant_b": {
            "blind_id": "ir-before-packaging:B",
            "output": "Export Skill IR first with job_to_be_done, trigger_surface, workflow, resources, eval_plan, risk, and governance. Then compile or package targets from the IR so OpenAI, Claude, Agent Skills, and generic packages preserve the same capability contract."
          }
        },
        {
          "case_id": "near-neighbor-boundary",
          "prompt": "I only need a one-off summary of these notes, not a reusable process.",
          "input_files": [],
          "metadata": {
            "case_type": "near_neighbor",
            "tier": "production"
          },
          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
          "rubric": [
            {
              "id": "declines-skill",
              "description": "Output refuses unnecessary skill creation for one-off work.",
              "weight": 1.0
            },
            {
              "id": "names-near-neighbor",
              "description": "Output labels the request as near-neighbor instead of owned work.",
              "weight": 1.0
            },
            {
              "id": "requires-reuse-signal",
              "description": "Output asks for repeat-use evidence before packaging.",
              "weight": 1.0
            }
          ],
          "variant_a": {
            "blind_id": "near-neighbor-boundary:A",
            "output": "Create a SKILL.md and a reusable workflow anyway so future notes can use it."
          },
          "variant_b": {
            "blind_id": "near-neighbor-boundary:B",
            "output": "Do not create a skill for this one-off request. Treat it as a near-neighbor: answer the summary directly unless the user confirms repeated use, shared ownership, or a reusable output contract."
          }
        },
        {
          "case_id": "file-backed-governed-package",
          "prompt": "Turn the attached release brief source into a governed skill package.",
          "input_files": [
            "fixtures/release-brief-source.md"
          ],
          "metadata": {
            "case_type": "boundary",
            "tier": "governed"
          },
          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
          "rubric": [
            {
              "id": "uses-file-backed-evidence",
              "description": "Output names file-backed source evidence.",
              "weight": 1.0
            },
            {
              "id": "has-governance",
              "description": "Output preserves governed ownership metadata.",
              "weight": 1.0
            },
            {
              "id": "has-output-contract",
              "description": "Output preserves output and rollback boundaries.",
              "weight": 1.0
            },
            {
              "id": "has-trust-and-scorecard",
              "description": "Output requires trust and output scorecard artifacts.",
              "weight": 1.0
            },
            {
              "id": "does-not-invent-evidence",
              "description": "Output forbids invented launch evidence.",
              "weight": 1.0
            }
          ],
          "variant_a": {
            "blind_id": "file-backed-governed-package:A",
            "output": "Draft a release announcement with the changelog, support notes, and owner name."
          },
          "variant_b": {
            "blind_id": "file-backed-governed-package:B",
            "output": "Use the file-backed fixture as source evidence, then create a governed skill package with SKILL.md, agents/interface.yaml, owner, review cadence, input_files, output contract, rollback boundary, trust report, and reports/output_quality_scorecard.md. Mark missing launch metrics as missing evidence instead of inventing them."
          }
        }
      ]
    },
    "output_review_adjudication": {
      "schema_version": "1.0",
      "ok": true,
      "summary": {
        "pair_count": 5,
        "judgment_count": 0,
        "pending_count": 5,
        "agreement_count": 0,
        "disagreement_count": 0,
        "invalid_decision_count": 0,
        "agreement_rate": null,
        "needs_review": true,
        "failure_count": 0
      },
      "reviewer": "",
      "reviewed_at": "",
      "artifacts": {
        "blind_pack": "reports/output_blind_review_pack.json",
        "answer_key": "reports/output_blind_answer_key.json",
        "decisions": "reports/output_review_decisions.json",
        "json": "reports/output_review_adjudication.json",
        "markdown": "reports/output_review_adjudication.md"
      },
      "template_written": false,
      "pairs": [
        {
          "case_id": "skill-package-contract",
          "status": "pending",
          "expected_winner_variant": "A",
          "reviewer_winner_variant": "",
          "confidence": null,
          "reason": "",
          "prompt": "Turn this repeated workflow into a reusable team skill package."
        },
        {
          "case_id": "output-eval-expectation",
          "status": "pending",
          "expected_winner_variant": "A",
          "reviewer_winner_variant": "",
          "confidence": null,
          "reason": "",
          "prompt": "Upgrade this production skill so we know whether the generated output is better than baseline."
        },
        {
          "case_id": "ir-before-packaging",
          "status": "pending",
          "expected_winner_variant": "B",
          "reviewer_winner_variant": "",
          "confidence": null,
          "reason": "",
          "prompt": "Package this skill for OpenAI, Claude, Agent Skills, and generic targets."
        },
        {
          "case_id": "near-neighbor-boundary",
          "status": "pending",
          "expected_winner_variant": "B",
          "reviewer_winner_variant": "",
          "confidence": null,
          "reason": "",
          "prompt": "I only need a one-off summary of these notes, not a reusable process."
        },
        {
          "case_id": "file-backed-governed-package",
          "status": "pending",
          "expected_winner_variant": "B",
          "reviewer_winner_variant": "",
          "confidence": null,
          "reason": "",
          "prompt": "Turn the attached release brief source into a governed skill package."
        }
      ],
      "failures": []
    },
    "compiled_targets": {
      "schema_version": "1.0",
      "ok": true,
      "generated_at": "2026-06-13",
      "skill_dir": ".",
      "summary": {
        "target_count": 5,
        "pass_count": 5,
        "warn_count": 0,
        "block_count": 0,
        "failure_count": 0,
        "warning_count": 0
      },
      "targets": [
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                "Escalate visible tradeoffs when benchmark patterns conflict with local privacy, naming, or governance constraints.",
                "Do not silently broaden the skill into adjacent jobs just because the examples are nearby."
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                "Long bullets can make the output look complete while hiding the actual decision logic.",
                "Footnote markers or dense citation notes can interrupt the reading flow.",
                "Evidence can be over-attached to obvious statements and under-attached to risky claims.",
                "Screenshots can be captured from the wrong state, wrong viewport, or wrong crop.",
                "Missing screenshots can cause the skill to invent visual references instead of declaring the gap.",
                "Users start invoking the skill for adjacent one-off or explanation-only requests.",
                "Outputs remain valid but become generic, cluttered, or weakly aligned with the user's domain.",
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                "reports/review-studio.html"
              ],
              "fallback_behavior": "If VS Code scope is not installed, use the neutral Agent Skills source.",
              "unsupported_native_features": [
                "automatic VS Code installation",
                "VS Code installation scope is documented but not installed by this compiler"
              ]
            },
            "install_scope": "VS Code user or project skills directory"
          },
          "target_transform": {
            "target": "vscode",
            "adapter_mode": "vscode-agent-skills-adapter",
            "generated_files": [
              "targets/vscode/adapter.json",
              "targets/vscode/README.md"
            ],
            "metadata_mapping": {
              "name": "folder-name-and-SKILL.md::frontmatter.name",
              "description": "SKILL.md::frontmatter.description",
              "interface": "agents/interface.yaml",
              "permissions": "targets/vscode/adapter.json::target_permission_contract",
              "install_scope": "targets/vscode/README.md"
            },
            "preserved_semantics": [
              "trigger",
              "workflow",
              "resources",
              "eval-plan",
              "risk",
              "governance",
              "runtime",
              "trust",
              "permissions"
            ],
            "degradation_strategy": "agent-skills-source-with-vscode-notes",
            "permission_representation": "targets/vscode/adapter.json::target_permission_contract and targets/vscode/README.md install notes",
            "native_surface": "VS Code/Copilot Agent Skills project or user scope",
            "activation_policy": "Use folder name plus SKILL.md name/description; keep description under platform limits.",
            "resource_strategy": "Install as project or user scoped skill source, preserving relative references and scripts.",
            "script_strategy": "Scripts require workspace trust and operator/client approval outside this compiler.",
            "permission_enforcement": "client-or-workspace-trust"
          },
          "unsupported_features": [
            "VS Code installation scope is documented but not installed by this compiler"
          ],
          "warnings": [],
          "failures": []
        }
      ],
      "failures": [],
      "warnings": [],
      "artifacts": {
        "json": "reports/compiled_targets.json",
        "markdown": "reports/compiled_targets.md"
      }
    },
    "conformance": {
      "ok": true,
      "skill": "yao-meta-skill",
      "targets": [
        {
          "target": "openai",
          "status": "pass",
          "checks": [
            "SKILL.md exists",
            "frontmatter name exists",
            "frontmatter description exists",
            "description length <= 1024",
            "name is runtime-safe",
            "manifest.name exists",
            "manifest.version exists",
            "manifest.owner exists",
            "manifest.status exists",
            "manifest.maturity_tier exists",
            "manifest.review_cadence exists",
            "manifest declares openai",
            "interface.display_name exists",
            "interface.short_description exists",
            "interface.default_prompt exists",
            "adapter target declares openai",
            "activation mode exists",
            "execution context exists",
            "execution shell exists",
            "trust source tier exists",
            "openai degradation note exists",
            "Skill IR schema_version is 2.0.0",
            "Skill IR name matches frontmatter",
            "Skill IR description matches frontmatter",
            "references resource resolves: references/artifact-design-doctrine.md",
            "references resource resolves: references/authoring-discipline.md",
            "references resource resolves: references/distribution-registry-method.md",
            "references resource resolves: references/eval-playbook.md",
            "references resource resolves: references/gate-selection.md",
            "references resource resolves: references/governance.md",
            "references resource resolves: references/human-review-template.md",
            "references resource resolves: references/intent-dialogue.md",
            "references resource resolves: references/iteration-philosophy.md",
            "references resource resolves: references/non-skill-decision-tree.md",
            "references resource resolves: references/operating-modes.md",
            "references resource resolves: references/output-eval-method.md"
          ],
          "failures": [],
          "warnings": []
        },
        {
          "target": "claude",
          "status": "pass",
          "checks": [
            "SKILL.md exists",
            "frontmatter name exists",
            "frontmatter description exists",
            "description length <= 1024",
            "name is runtime-safe",
            "manifest.name exists",
            "manifest.version exists",
            "manifest.owner exists",
            "manifest.status exists",
            "manifest.maturity_tier exists",
            "manifest.review_cadence exists",
            "manifest declares claude",
            "interface.display_name exists",
            "interface.short_description exists",
            "interface.default_prompt exists",
            "adapter target declares claude",
            "activation mode exists",
            "execution context exists",
            "execution shell exists",
            "trust source tier exists",
            "claude degradation note exists",
            "Skill IR schema_version is 2.0.0",
            "Skill IR name matches frontmatter",
            "Skill IR description matches frontmatter",
            "references resource resolves: references/artifact-design-doctrine.md",
            "references resource resolves: references/authoring-discipline.md",
            "references resource resolves: references/distribution-registry-method.md",
            "references resource resolves: references/eval-playbook.md",
            "references resource resolves: references/gate-selection.md",
            "references resource resolves: references/governance.md",
            "references resource resolves: references/human-review-template.md",
            "references resource resolves: references/intent-dialogue.md",
            "references resource resolves: references/iteration-philosophy.md",
            "references resource resolves: references/non-skill-decision-tree.md",
            "references resource resolves: references/operating-modes.md",
            "references resource resolves: references/output-eval-method.md"
          ],
          "failures": [],
          "warnings": []
        },
        {
          "target": "agent-skills",
          "status": "pass",
          "checks": [
            "SKILL.md exists",
            "frontmatter name exists",
            "frontmatter description exists",
            "description length <= 1024",
            "name is runtime-safe",
            "directory name matches skill name",
            "manifest.name exists",
            "manifest.version exists",
            "manifest.owner exists",
            "manifest.status exists",
            "manifest.maturity_tier exists",
            "manifest.review_cadence exists",
            "manifest declares agent-skills via agent-skills-compatible",
            "interface.display_name exists",
            "interface.short_description exists",
            "interface.default_prompt exists",
            "canonical format is agent-skills",
            "activation mode exists",
            "execution context exists",
            "execution shell exists",
            "trust source tier exists",
            "Skill IR schema_version is 2.0.0",
            "Skill IR name matches frontmatter",
            "Skill IR description matches frontmatter",
            "references resource resolves: references/artifact-design-doctrine.md",
            "references resource resolves: references/authoring-discipline.md",
            "references resource resolves: references/distribution-registry-method.md",
            "references resource resolves: references/eval-playbook.md",
            "references resource resolves: references/gate-selection.md",
            "references resource resolves: references/governance.md",
            "references resource resolves: references/human-review-template.md",
            "references resource resolves: references/intent-dialogue.md",
            "references resource resolves: references/iteration-philosophy.md",
            "references resource resolves: references/non-skill-decision-tree.md",
            "references resource resolves: references/operating-modes.md",
            "references resource resolves: references/output-eval-method.md"
          ],
          "failures": [],
          "warnings": [
            "agent-skills uses canonical Agent Skills metadata; provider-native execution transforms are not implemented in v0."
          ]
        },
        {
          "target": "vscode",
          "status": "pass",
          "checks": [
            "SKILL.md exists",
            "frontmatter name exists",
            "frontmatter description exists",
            "description length <= 1024",
            "name is runtime-safe",
            "directory name matches skill name",
            "manifest.name exists",
            "manifest.version exists",
            "manifest.owner exists",
            "manifest.status exists",
            "manifest.maturity_tier exists",
            "manifest.review_cadence exists",
            "manifest declares vscode via agent-skills-compatible",
            "interface.display_name exists",
            "interface.short_description exists",
            "interface.default_prompt exists",
            "canonical format is agent-skills",
            "activation mode exists",
            "execution context exists",
            "execution shell exists",
            "trust source tier exists",
            "Skill IR schema_version is 2.0.0",
            "Skill IR name matches frontmatter",
            "Skill IR description matches frontmatter",
            "references resource resolves: references/artifact-design-doctrine.md",
            "references resource resolves: references/authoring-discipline.md",
            "references resource resolves: references/distribution-registry-method.md",
            "references resource resolves: references/eval-playbook.md",
            "references resource resolves: references/gate-selection.md",
            "references resource resolves: references/governance.md",
            "references resource resolves: references/human-review-template.md",
            "references resource resolves: references/intent-dialogue.md",
            "references resource resolves: references/iteration-philosophy.md",
            "references resource resolves: references/non-skill-decision-tree.md",
            "references resource resolves: references/operating-modes.md",
            "references resource resolves: references/output-eval-method.md"
          ],
          "failures": [],
          "warnings": [
            "vscode uses canonical Agent Skills metadata; provider-native execution transforms are not implemented in v0."
          ]
        },
        {
          "target": "generic",
          "status": "pass",
          "checks": [
            "SKILL.md exists",
            "frontmatter name exists",
            "frontmatter description exists",
            "description length <= 1024",
            "name is runtime-safe",
            "manifest.name exists",
            "manifest.version exists",
            "manifest.owner exists",
            "manifest.status exists",
            "manifest.maturity_tier exists",
            "manifest.review_cadence exists",
            "manifest declares generic",
            "interface.display_name exists",
            "interface.short_description exists",
            "interface.default_prompt exists",
            "adapter target declares generic",
            "activation mode exists",
            "execution context exists",
            "execution shell exists",
            "trust source tier exists",
            "generic degradation note exists",
            "Skill IR schema_version is 2.0.0",
            "Skill IR name matches frontmatter",
            "Skill IR description matches frontmatter",
            "references resource resolves: references/artifact-design-doctrine.md",
            "references resource resolves: references/authoring-discipline.md",
            "references resource resolves: references/distribution-registry-method.md",
            "references resource resolves: references/eval-playbook.md",
            "references resource resolves: references/gate-selection.md",
            "references resource resolves: references/governance.md",
            "references resource resolves: references/human-review-template.md",
            "references resource resolves: references/intent-dialogue.md",
            "references resource resolves: references/iteration-philosophy.md",
            "references resource resolves: references/non-skill-decision-tree.md",
            "references resource resolves: references/operating-modes.md",
            "references resource resolves: references/output-eval-method.md"
          ],
          "failures": [],
          "warnings": []
        }
      ],
      "summary": {
        "target_count": 5,
        "pass_count": 5,
        "fail_count": 0
      },
      "artifacts": {
        "json": "reports/conformance_matrix.json",
        "markdown": "reports/conformance_matrix.md"
      }
    },
    "runtime_permissions": {
      "schema_version": "1.0",
      "ok": true,
      "skill_dir": ".",
      "package_dir": "dist",
      "expected_capabilities": [
        "file_write",
        "network",
        "subprocess"
      ],
      "summary": {
        "target_count": 4,
        "pass_count": 4,
        "fail_count": 0,
        "native_enforcement_count": 0,
        "metadata_fallback_count": 4,
        "residual_risk_count": 4,
        "required_capability_count": 3,
        "failure_count": 0
      },
      "targets": [
        {
          "target": "openai",
          "status": "pass",
          "adapter": "dist/targets/openai/adapter.json",
          "permission_model": "metadata-only",
          "native_enforcement": false,
          "metadata_fallback_explicit": true,
          "assurance": "metadata-fallback-explicit",
          "declared_capabilities": [
            "file_write",
            "network",
            "subprocess"
          ],
          "checks": [
            {
              "key": "adapter-present",
              "passed": true,
              "detail": "openai adapter.json is readable"
            },
            {
              "key": "permission-contract-present",
              "passed": true,
              "detail": "openai adapter includes permission_contract"
            },
            {
              "key": "target-contract-present",
              "passed": true,
              "detail": "openai adapter includes target_permission_contract"
            },
            {
              "key": "source-available",
              "passed": true,
              "detail": "openai permission_contract links to an available trust report"
            },
            {
              "key": "declared-capabilities-match",
              "passed": true,
              "detail": "openai target_permission_contract mirrors expected capabilities"
            },
            {
              "key": "capability-counts-present",
              "passed": true,
              "detail": "openai target_permission_contract includes capability_counts"
            },
            {
              "key": "native-enforcement-boolean",
              "passed": true,
              "detail": "openai target_permission_contract declares native_enforcement as a boolean"
            },
            {
              "key": "representation-present",
              "passed": true,
              "detail": "openai target_permission_contract declares where permission metadata is represented"
            },
            {
              "key": "operator-note-present",
              "passed": true,
              "detail": "openai target_permission_contract includes an operator_note"
            },
            {
              "key": "review-required-matches",
              "passed": true,
              "detail": "openai review_required matches whether capabilities are required"
            },
            {
              "key": "openai-yaml-present",
              "passed": true,
              "detail": "OpenAI permission metadata YAML is readable"
            },
            {
              "key": "openai-yaml-permissions",
              "passed": true,
              "detail": "OpenAI YAML permission contract mirrors expected capabilities"
            },
            {
              "key": "openai-yaml-native-flag",
              "passed": true,
              "detail": "OpenAI YAML declares native_enforcement as a boolean"
            }
          ],
          "failures": [],
          "residual_risks": [
            "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
          ]
        },
        {
          "target": "claude",
          "status": "pass",
          "adapter": "dist/targets/claude/adapter.json",
          "permission_model": "neutral-source-plus-adapter",
          "native_enforcement": false,
          "metadata_fallback_explicit": true,
          "assurance": "metadata-fallback-explicit",
          "declared_capabilities": [
            "file_write",
            "network",
            "subprocess"
          ],
          "checks": [
            {
              "key": "adapter-present",
              "passed": true,
              "detail": "claude adapter.json is readable"
            },
            {
              "key": "permission-contract-present",
              "passed": true,
              "detail": "claude adapter includes permission_contract"
            },
            {
              "key": "target-contract-present",
              "passed": true,
              "detail": "claude adapter includes target_permission_contract"
            },
            {
              "key": "source-available",
              "passed": true,
              "detail": "claude permission_contract links to an available trust report"
            },
            {
              "key": "declared-capabilities-match",
              "passed": true,
              "detail": "claude target_permission_contract mirrors expected capabilities"
            },
            {
              "key": "capability-counts-present",
              "passed": true,
              "detail": "claude target_permission_contract includes capability_counts"
            },
            {
              "key": "native-enforcement-boolean",
              "passed": true,
              "detail": "claude target_permission_contract declares native_enforcement as a boolean"
            },
            {
              "key": "representation-present",
              "passed": true,
              "detail": "claude target_permission_contract declares where permission metadata is represented"
            },
            {
              "key": "operator-note-present",
              "passed": true,
              "detail": "claude target_permission_contract includes an operator_note"
            },
            {
              "key": "review-required-matches",
              "passed": true,
              "detail": "claude review_required matches whether capabilities are required"
            }
          ],
          "failures": [],
          "residual_risks": [
            "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
          ]
        },
        {
          "target": "generic",
          "status": "pass",
          "adapter": "dist/targets/generic/adapter.json",
          "permission_model": "agent-skills-compatible-metadata",
          "native_enforcement": false,
          "metadata_fallback_explicit": true,
          "assurance": "metadata-fallback-explicit",
          "declared_capabilities": [
            "file_write",
            "network",
            "subprocess"
          ],
          "checks": [
            {
              "key": "adapter-present",
              "passed": true,
              "detail": "generic adapter.json is readable"
            },
            {
              "key": "permission-contract-present",
              "passed": true,
              "detail": "generic adapter includes permission_contract"
            },
            {
              "key": "target-contract-present",
              "passed": true,
              "detail": "generic adapter includes target_permission_contract"
            },
            {
              "key": "source-available",
              "passed": true,
              "detail": "generic permission_contract links to an available trust report"
            },
            {
              "key": "declared-capabilities-match",
              "passed": true,
              "detail": "generic target_permission_contract mirrors expected capabilities"
            },
            {
              "key": "capability-counts-present",
              "passed": true,
              "detail": "generic target_permission_contract includes capability_counts"
            },
            {
              "key": "native-enforcement-boolean",
              "passed": true,
              "detail": "generic target_permission_contract declares native_enforcement as a boolean"
            },
            {
              "key": "representation-present",
              "passed": true,
              "detail": "generic target_permission_contract declares where permission metadata is represented"
            },
            {
              "key": "operator-note-present",
              "passed": true,
              "detail": "generic target_permission_contract includes an operator_note"
            },
            {
              "key": "review-required-matches",
              "passed": true,
              "detail": "generic review_required matches whether capabilities are required"
            }
          ],
          "failures": [],
          "residual_risks": [
            "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
          ]
        },
        {
          "target": "vscode",
          "status": "pass",
          "adapter": "dist/targets/vscode/adapter.json",
          "permission_model": "vscode-workspace-trust-plus-metadata",
          "native_enforcement": false,
          "metadata_fallback_explicit": true,
          "assurance": "metadata-fallback-explicit",
          "declared_capabilities": [
            "file_write",
            "network",
            "subprocess"
          ],
          "checks": [
            {
              "key": "adapter-present",
              "passed": true,
              "detail": "vscode adapter.json is readable"
            },
            {
              "key": "permission-contract-present",
              "passed": true,
              "detail": "vscode adapter includes permission_contract"
            },
            {
              "key": "target-contract-present",
              "passed": true,
              "detail": "vscode adapter includes target_permission_contract"
            },
            {
              "key": "source-available",
              "passed": true,
              "detail": "vscode permission_contract links to an available trust report"
            },
            {
              "key": "declared-capabilities-match",
              "passed": true,
              "detail": "vscode target_permission_contract mirrors expected capabilities"
            },
            {
              "key": "capability-counts-present",
              "passed": true,
              "detail": "vscode target_permission_contract includes capability_counts"
            },
            {
              "key": "native-enforcement-boolean",
              "passed": true,
              "detail": "vscode target_permission_contract declares native_enforcement as a boolean"
            },
            {
              "key": "representation-present",
              "passed": true,
              "detail": "vscode target_permission_contract declares where permission metadata is represented"
            },
            {
              "key": "operator-note-present",
              "passed": true,
              "detail": "vscode target_permission_contract includes an operator_note"
            },
            {
              "key": "review-required-matches",
              "passed": true,
              "detail": "vscode review_required matches whether capabilities are required"
            }
          ],
          "failures": [],
          "residual_risks": [
            "Client-native permission enforcement is not provided by this target; installer or operator must honor metadata."
          ]
        }
      ],
      "failures": [],
      "artifacts": {
        "json": "reports/runtime_permission_probes.json",
        "markdown": "reports/runtime_permission_probes.md"
      }
    },
    "trust": {
      "ok": true,
      "skill_dir": ".",
      "summary": {
        "scanned_files": 153,
        "script_count": 69,
        "internal_module_count": 9,
        "secret_findings": 0,
        "dependency_files": [
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        ],
        "network_script_count": 3,
        "network_policy_covered_count": 3,
        "network_policy_missing_count": 0,
        "file_write_script_count": 47,
        "permission_required_count": 3,
        "permission_approved_count": 3,
        "permission_missing_count": 0,
        "permission_invalid_count": 0,
        "permission_expired_count": 0,
        "help_smoke_checked_count": 60,
        "help_smoke_failed_count": 0,
        "interactive_script_count": 0,
        "package_hash_scope": "source-contract-without-generated-reports",
        "package_hash_file_count": 153,
        "package_sha256": "2109ae8e212111b1619d8d728e54c73425fecc174113b45629c656ecceb3fadd"
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      "warnings": [],
      "secrets": [],
      "scripts": [
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          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
          "has_argparse": true,
          "has_main_guard": true,
          "uses_input": false,
          "uses_network": false,
          "uses_file_write": true,
          "uses_subprocess": false,
          "network_urls": [],
          "network_hosts": []
        },
        {
          "path": "scripts/build_confusion_matrix.py",
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          "interface_declared": false,
          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
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          "has_main_guard": true,
          "uses_input": false,
          "uses_network": false,
          "uses_file_write": true,
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          "network_urls": [],
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        },
        {
          "path": "scripts/build_skill_atlas.py",
          "interface": "cli",
          "interface_declared": false,
          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
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          "has_main_guard": true,
          "uses_input": false,
          "uses_network": false,
          "uses_file_write": true,
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          "network_urls": [],
          "network_hosts": []
        },
        {
          "path": "scripts/check_update.py",
          "interface": "cli",
          "interface_declared": false,
          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
          "has_argparse": true,
          "has_main_guard": true,
          "uses_input": false,
          "uses_network": true,
          "uses_file_write": true,
          "uses_subprocess": false,
          "network_urls": [
            "https://raw.githubusercontent.com/yaojingang/yao-meta-skill/main/VERSION",
            "https://raw.githubusercontent.com/yaojingang/yao-meta-skill/main/manifest.json"
          ],
          "network_hosts": [
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          ]
        },
        {
          "path": "scripts/ci_test.py",
          "interface": "cli",
          "interface_declared": false,
          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
          "has_argparse": true,
          "has_main_guard": true,
          "uses_input": false,
          "uses_network": false,
          "uses_file_write": true,
          "uses_subprocess": true,
          "network_urls": [],
          "network_hosts": []
        },
        {
          "path": "scripts/collect_feedback.py",
          "interface": "cli",
          "interface_declared": false,
          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
          "has_argparse": true,
          "has_main_guard": true,
          "uses_input": false,
          "uses_network": false,
          "uses_file_write": true,
          "uses_subprocess": false,
          "network_urls": [],
          "network_hosts": []
        },
        {
          "path": "scripts/compile_skill.py",
          "interface": "cli",
          "interface_declared": false,
          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
          "has_argparse": true,
          "has_main_guard": true,
          "uses_input": false,
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            "stdout_excerpt": "usage: create_iteration_snapshot.py [-h] --target TARGET [--label LABEL]\n                                    [--promotion-decisions PROMOTION_DECISIONS]\n                                    [--route-scorecard ROUTE_SCORECARD]\n               ",
            "stderr_excerpt": ""
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            "stderr_excerpt": ""
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            "stderr_excerpt": ""
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            "returncode": 0,
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            "stdout_excerpt": "usage: local_output_eval_runner.py [-h] [--execution-kind {command,model}]\n                                   [--provider PROVIDER] [--model MODEL]\n\nLocal deterministic output-eval runner. It executes the runner contract\nwithout claiming pr",
            "stderr_excerpt": ""
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            "stderr_excerpt": ""
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            "stderr_excerpt": ""
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            "stdout_excerpt": "usage: render_artifact_design_profile.py [-h] [--output-md OUTPUT_MD]\n                                         [--output-json OUTPUT_JSON]\n                                         [skill_dir]\n\nRender artifact design direction and visual qua",
            "stderr_excerpt": ""
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            "command": "python3 scripts/render_baseline_compare.py --help",
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            "stdout_excerpt": "usage: render_baseline_compare.py [-h] --entry ENTRY\n                                  [--output-json OUTPUT_JSON]\n                                  [--output-md OUTPUT_MD]\n\nRender a baseline comparison report from description optimization ",
            "stderr_excerpt": ""
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            "command": "python3 scripts/render_context_reports.py --help",
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            "timed_out": false,
            "passed": true,
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            "stdout_excerpt": "usage: render_context_reports.py [-h] [--generated-at GENERATED_AT]\n\nRender context budget reports for root and example skills.\n\noptions:\n  -h, --help            show this help message and exit\n  --generated-at GENERATED_AT\n                ",
            "stderr_excerpt": ""
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            "command": "python3 scripts/render_description_drift_history.py --help",
            "returncode": 0,
            "timed_out": false,
            "passed": true,
            "has_help_text": true,
            "stdout_excerpt": "usage: render_description_drift_history.py [-h] [--history-dir HISTORY_DIR]\n                                           [--output OUTPUT]\n\nRender description optimization drift history.\n\noptions:\n  -h, --help            show this help messag",
            "stderr_excerpt": ""
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            "command": "python3 scripts/render_eval_dashboard.py --help",
            "returncode": 0,
            "timed_out": false,
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            "stdout_excerpt": "usage: render_eval_dashboard.py [-h] [--eval-dir EVAL_DIR]\n                                [--description-file DESCRIPTION_FILE]\n                                [--baseline-description-file BASELINE_DESCRIPTION_FILE]\n                       ",
            "stderr_excerpt": ""
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            "returncode": 0,
            "timed_out": false,
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            "stderr_excerpt": ""
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            "command": "python3 scripts/render_intent_dialogue.py --help",
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            "timed_out": false,
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            "stdout_excerpt": "usage: render_intent_dialogue.py [-h] [--output-md OUTPUT_MD]\n                                 [--output-json OUTPUT_JSON]\n                                 [skill_dir]\n\nRender an intent dialogue guide for a skill package.\n\npositional argume",
            "stderr_excerpt": ""
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            "command": "python3 scripts/render_iteration_directions.py --help",
            "returncode": 0,
            "timed_out": false,
            "passed": true,
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            "stdout_excerpt": "usage: render_iteration_directions.py [-h] [--output-md OUTPUT_MD]\n                                      [--output-json OUTPUT_JSON]\n                                      [skill_dir]\n\nRender the top three next iteration directions for a ski",
            "stderr_excerpt": ""
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            "command": "python3 scripts/render_iteration_ledger.py --help",
            "returncode": 0,
            "timed_out": false,
            "passed": true,
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            "stdout_excerpt": "usage: render_iteration_ledger.py [-h] [--history-dir HISTORY_DIR]\n                                  [--description-history-dir DESCRIPTION_HISTORY_DIR]\n                                  [--route-scorecard ROUTE_SCORECARD]\n                 ",
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            "command": "python3 scripts/render_output_risk_profile.py --help",
            "returncode": 0,
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            "passed": true,
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            "stdout_excerpt": "usage: render_output_risk_profile.py [-h] [--output-md OUTPUT_MD]\n                                     [--output-json OUTPUT_JSON]\n                                     [skill_dir]\n\nRender predicted output failure modes and quality constrain",
            "stderr_excerpt": ""
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            "command": "python3 scripts/render_portability_report.py --help",
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            "stdout_excerpt": "usage: render_portability_report.py [-h] [--output-json OUTPUT_JSON]\n                                    [--output-md OUTPUT_MD]\n\nRender a portability score from neutral metadata, contracts, and snapshots.\n\noptions:\n  -h, --help            ",
            "stderr_excerpt": ""
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            "stderr_excerpt": ""
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              "family_count": 6,
              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "adversarial_summary_translation_collision",
                "pass_rate": 1.0,
                "errors": 0
              }
            }
          },
          "drift_note": "blind, judge-backed blind, adversarial, and calibration gates active",
          "ok": true,
          "promotion": {
            "decision": "keep_current",
            "winner_changed": false,
            "all_gates_pass": true,
            "route_clean": true,
            "judge_agreement_ok": true,
            "causes": [
              "no_candidate_outperformed_current"
            ],
            "next_action": "Keep the current description and open a new candidate only when fresh route evidence appears.",
            "gate_status": {
              "visible_holdout_non_regression": true,
              "blind_holdout_non_regression": true,
              "judge_blind_non_regression": true,
              "judge_blind_agreement": true,
              "adversarial_non_regression": true,
              "adversarial_risk_ok": true,
              "route_confusion_clean": true,
              "family_stability": true
            },
            "route_metrics": {
              "precision": 1.0,
              "recall": 1.0,
              "average_margin": 0.611,
              "misroute_count": 0,
              "ambiguous_case_count": 0
            }
          },
          "registry": [
            {
              "name": "yao-meta-skill",
              "role": "baseline",
              "label": "Baseline",
              "ranking_state": "reference",
              "promotion_state": "reference",
              "description": "Create and improve agent skills.",
              "tokens": 8,
              "dev_errors": 1,
              "holdout_errors": 0
            },
            {
              "name": "yao-meta-skill",
              "role": "current",
              "label": "Current",
              "ranking_state": "selected_by_dev",
              "promotion_state": "kept_current",
              "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
              "tokens": 65,
              "dev_errors": 0,
              "holdout_errors": 0,
              "reason_tags": []
            },
            {
              "name": "yao-meta-skill",
              "role": "candidate",
              "label": "Minimal",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Create, refactor, evaluate, and package agent skills. Use when asked to create a skill, turn a repeated process into a reusable skill, or improve an existing skill.",
              "tokens": 41,
              "dev_errors": 2,
              "holdout_errors": 0,
              "reason_tags": [
                "weaker_dev_fit"
              ]
            },
            {
              "name": "yao-meta-skill",
              "role": "candidate",
              "label": "Guardrail",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, notes, 流程, 提示词, 对话记录, 文档, or 笔记. Do not use for summary-only requests, translation-only requests, or plain documentation tasks.",
              "tokens": 56,
              "dev_errors": 2,
              "holdout_errors": 0,
              "reason_tags": [
                "weaker_dev_fit"
              ]
            },
            {
              "name": "yao-meta-skill",
              "role": "candidate",
              "label": "Balanced",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, notes, 流程, 提示词, 对话记录, 文档, or 笔记. Use when asked to create a skill, turn a repeated process into a reusable skill, or improve an existing skill.",
              "tokens": 60,
              "dev_errors": 2,
              "holdout_errors": 0,
              "reason_tags": [
                "weaker_dev_fit"
              ]
            },
            {
              "name": "yao-meta-skill",
              "role": "candidate",
              "label": "Artifact Aware",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, notes, 流程, 提示词, 对话记录, 文档, or 笔记. Trigger when requests mention workflows, prompts, transcripts, or docs and the job is to create a skill, turn a repeated process into a reusable skill, or improve an existing skill.",
              "tokens": 77,
              "dev_errors": 2,
              "holdout_errors": 0,
              "reason_tags": [
                "weaker_dev_fit",
                "longer_without_gain"
              ]
            },
            {
              "name": "yao-meta-skill",
              "role": "candidate",
              "label": "Boundary",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, notes, 流程, 提示词, 对话记录, 文档, or 笔记. Use when asked to create a skill, turn a repeated process into a reusable skill, or improve an existing skill. Do not use for summary-only requests, translation-only requests, or plain documentation tasks.",
              "tokens": 83,
              "dev_errors": 2,
              "holdout_errors": 0,
              "reason_tags": [
                "weaker_dev_fit",
                "longer_without_gain"
              ]
            }
          ],
          "decision": "keep_current"
        },
        {
          "name": "team-frontend-review",
          "winner_label": "Current",
          "winner_description": "Review frontend code for accessibility, UI security, missing states, and UX regressions. Use when asked to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering.",
          "winner_tokens": 50,
          "current_tokens": 50,
          "winner_holdout_fp": 0,
          "winner_holdout_fn": 0,
          "current_holdout_fp": 0,
          "current_holdout_fn": 0,
          "baseline_holdout_fp": 0,
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          "winner_blind_holdout_fp": 0,
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          "current_blind_holdout_fn": 0,
          "baseline_blind_holdout_fp": 0,
          "baseline_blind_holdout_fn": 0,
          "winner_blind_holdout_total_errors": 0,
          "winner_judge_blind_holdout_fp": 0,
          "winner_judge_blind_holdout_fn": 0,
          "current_judge_blind_holdout_fp": 0,
          "current_judge_blind_holdout_fn": 0,
          "baseline_judge_blind_holdout_fp": 0,
          "baseline_judge_blind_holdout_fn": 0,
          "winner_judge_blind_holdout_total_errors": 0,
          "winner_adversarial_holdout_fp": 0,
          "winner_adversarial_holdout_fn": 0,
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          "current_adversarial_holdout_fn": 0,
          "baseline_adversarial_holdout_fp": 0,
          "baseline_adversarial_holdout_fn": 0,
          "winner_adversarial_holdout_total_errors": 0,
          "calibration": {
            "holdout": {
              "threshold": 0.48,
              "mean_positive_score": 0.685,
              "mean_non_trigger_score": 0.089,
              "mean_near_neighbor_score": 0.045,
              "min_positive_score": 0.496,
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              "score_gap": 0.285,
              "threshold_margin": 0.016,
              "positive_threshold_buffer": 0.016,
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              "boundary_case_count": 1,
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              "risk_band": "tight"
            },
            "blind_holdout": {
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              "mean_positive_score": 0.685,
              "mean_non_trigger_score": 0.177,
              "mean_near_neighbor_score": 0.226,
              "min_positive_score": 0.504,
              "max_non_trigger_score": 0.416,
              "score_gap": 0.088,
              "threshold_margin": 0.024,
              "positive_threshold_buffer": 0.024,
              "negative_threshold_buffer": 0.064,
              "boundary_case_count": 2,
              "boundary_case_rate": 0.333,
              "risk_band": "tight"
            },
            "adversarial_holdout": {
              "threshold": 0.34,
              "mean_positive_score": 0.71,
              "mean_non_trigger_score": 0.009,
              "mean_near_neighbor_score": 0.018,
              "min_positive_score": 0.544,
              "max_non_trigger_score": 0.035,
              "score_gap": 0.509,
              "threshold_margin": 0.204,
              "positive_threshold_buffer": 0.204,
              "negative_threshold_buffer": 0.305,
              "boundary_case_count": 0,
              "boundary_case_rate": 0.0,
              "risk_band": "healthy"
            }
          },
          "judge_blind": {
            "winner": {
              "agreement_rate": 1.0,
              "mean_confidence": 0.703,
              "rubric_version": "blind-v1"
            },
            "current": {
              "agreement_rate": 1.0,
              "mean_confidence": 0.703,
              "rubric_version": "blind-v1"
            },
            "baseline": {
              "agreement_rate": 1.0,
              "mean_confidence": 0.703,
              "rubric_version": "blind-v1"
            }
          },
          "family_health": {
            "holdout": {
              "family_count": 6,
              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "security_and_a11y",
                "pass_rate": 1.0,
                "errors": 0
              }
            },
            "blind_holdout": {
              "family_count": 6,
              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "blind_premerge",
                "pass_rate": 1.0,
                "errors": 0
              }
            },
            "judge_blind_holdout": {
              "family_count": 6,
              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "blind_premerge",
                "pass_rate": 1.0,
                "errors": 0
              }
            },
            "adversarial_holdout": {
              "family_count": 6,
              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "adversarial_quality_gate_review",
                "pass_rate": 1.0,
                "errors": 0
              }
            }
          },
          "drift_note": "blind, judge-backed blind, adversarial, and calibration gates active",
          "ok": true,
          "promotion": {
            "decision": "keep_current",
            "winner_changed": false,
            "all_gates_pass": true,
            "route_clean": true,
            "judge_agreement_ok": true,
            "causes": [
              "no_candidate_outperformed_current",
              "current_holdout_risk"
            ],
            "next_action": "Keep the current description and open a new candidate only when fresh route evidence appears.",
            "gate_status": {
              "visible_holdout_non_regression": true,
              "blind_holdout_non_regression": true,
              "judge_blind_non_regression": true,
              "judge_blind_agreement": true,
              "adversarial_non_regression": true,
              "adversarial_risk_ok": true,
              "route_confusion_clean": true,
              "family_stability": true
            },
            "route_metrics": {
              "precision": 1.0,
              "recall": 1.0,
              "average_margin": 0.805,
              "misroute_count": 0,
              "ambiguous_case_count": 0
            }
          },
          "registry": [
            {
              "name": "team-frontend-review",
              "role": "baseline",
              "label": "Baseline",
              "ranking_state": "reference",
              "promotion_state": "reference",
              "description": "Review frontend code for accessibility, risky UI security issues, missing states, and common UX regressions. Use when asked to review React, UI, frontend components, forms, a11y, or pre-merge frontend quality.",
              "tokens": 52,
              "dev_errors": 3,
              "holdout_errors": 0
            },
            {
              "name": "team-frontend-review",
              "role": "current",
              "label": "Current",
              "ranking_state": "selected_by_dev",
              "promotion_state": "kept_current",
              "description": "Review frontend code for accessibility, UI security, missing states, and UX regressions. Use when asked to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering.",
              "tokens": 50,
              "dev_errors": 3,
              "holdout_errors": 0,
              "reason_tags": []
            },
            {
              "name": "team-frontend-review",
              "role": "candidate",
              "label": "Guardrail",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Review frontend code for accessibility, UI security, missing states, and UX regressions from React components, forms, frontend diffs, or UI code. Do not use for building a new page from scratch, backend-only review, or explaining frontend concepts.",
              "tokens": 62,
              "dev_errors": 3,
              "holdout_errors": 0,
              "reason_tags": [
                "longer_without_gain"
              ]
            },
            {
              "name": "team-frontend-review",
              "role": "candidate",
              "label": "Balanced",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Review frontend code for accessibility, UI security, missing states, and UX regressions from React components, forms, frontend diffs, or UI code. Use when asked to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering.",
              "tokens": 64,
              "dev_errors": 3,
              "holdout_errors": 0,
              "reason_tags": [
                "longer_without_gain"
              ]
            },
            {
              "name": "team-frontend-review",
              "role": "candidate",
              "label": "Artifact Aware",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Review frontend code for accessibility, UI security, missing states, and UX regressions from React components, forms, frontend diffs, or UI code. Trigger when requests mention React components, forms, frontend diffs, or UI code and the job is to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering.",
              "tokens": 84,
              "dev_errors": 3,
              "holdout_errors": 0,
              "reason_tags": [
                "longer_without_gain"
              ]
            },
            {
              "name": "team-frontend-review",
              "role": "candidate",
              "label": "Boundary",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Review frontend code for accessibility, UI security, missing states, and UX regressions from React components, forms, frontend diffs, or UI code. Use when asked to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering. Do not use for building a new page from scratch, backend-only review, or explaining frontend concepts.",
              "tokens": 90,
              "dev_errors": 3,
              "holdout_errors": 0,
              "reason_tags": [
                "longer_without_gain"
              ]
            }
          ],
          "decision": "keep_current"
        },
        {
          "name": "governed-incident-command",
          "winner_label": "Current",
          "winner_description": "Build governed incident command packets. Use when asked to standardize incident review, run severity assessment, or assemble incident communication.",
          "winner_tokens": 37,
          "current_tokens": 37,
          "winner_holdout_fp": 0,
          "winner_holdout_fn": 1,
          "current_holdout_fp": 0,
          "current_holdout_fn": 1,
          "baseline_holdout_fp": 0,
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          "winner_blind_holdout_fp": 0,
          "winner_blind_holdout_fn": 0,
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          "current_blind_holdout_fn": 0,
          "baseline_blind_holdout_fp": 0,
          "baseline_blind_holdout_fn": 1,
          "winner_blind_holdout_total_errors": 0,
          "winner_judge_blind_holdout_fp": 0,
          "winner_judge_blind_holdout_fn": 0,
          "current_judge_blind_holdout_fp": 0,
          "current_judge_blind_holdout_fn": 0,
          "baseline_judge_blind_holdout_fp": 0,
          "baseline_judge_blind_holdout_fn": 0,
          "winner_judge_blind_holdout_total_errors": 0,
          "winner_adversarial_holdout_fp": 0,
          "winner_adversarial_holdout_fn": 0,
          "current_adversarial_holdout_fp": 0,
          "current_adversarial_holdout_fn": 0,
          "baseline_adversarial_holdout_fp": 0,
          "baseline_adversarial_holdout_fn": 0,
          "winner_adversarial_holdout_total_errors": 0,
          "calibration": {
            "holdout": {
              "threshold": 0.48,
              "mean_positive_score": 0.37,
              "mean_non_trigger_score": 0.019,
              "mean_near_neighbor_score": 0.037,
              "min_positive_score": 0.08,
              "max_non_trigger_score": 0.057,
              "score_gap": 0.023,
              "threshold_margin": -0.4,
              "positive_threshold_buffer": -0.4,
              "negative_threshold_buffer": 0.423,
              "boundary_case_count": 0,
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              "risk_band": "overlap"
            },
            "blind_holdout": {
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              "mean_positive_score": 0.902,
              "mean_non_trigger_score": 0.168,
              "mean_near_neighbor_score": 0.138,
              "min_positive_score": 0.804,
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              "score_gap": 0.418,
              "threshold_margin": 0.094,
              "positive_threshold_buffer": 0.324,
              "negative_threshold_buffer": 0.094,
              "boundary_case_count": 1,
              "boundary_case_rate": 0.167,
              "risk_band": "healthy"
            },
            "adversarial_holdout": {
              "threshold": 0.34,
              "mean_positive_score": 0.827,
              "mean_non_trigger_score": 0.027,
              "mean_near_neighbor_score": 0.011,
              "min_positive_score": 0.654,
              "max_non_trigger_score": 0.056,
              "score_gap": 0.598,
              "threshold_margin": 0.284,
              "positive_threshold_buffer": 0.314,
              "negative_threshold_buffer": 0.284,
              "boundary_case_count": 0,
              "boundary_case_rate": 0.0,
              "risk_band": "healthy"
            }
          },
          "judge_blind": {
            "winner": {
              "agreement_rate": 1.0,
              "mean_confidence": 0.657,
              "rubric_version": "blind-v1"
            },
            "current": {
              "agreement_rate": 1.0,
              "mean_confidence": 0.657,
              "rubric_version": "blind-v1"
            },
            "baseline": {
              "agreement_rate": 1.0,
              "mean_confidence": 0.69,
              "rubric_version": "blind-v1"
            }
          },
          "family_health": {
            "holdout": {
              "family_count": 6,
              "clean_family_count": 5,
              "failing_families": [
                {
                  "family": "packet_assembly",
                  "errors": 1,
                  "pass_rate": 0.0
                }
              ],
              "weakest_family": {
                "family": "packet_assembly",
                "pass_rate": 0.0,
                "errors": 1
              }
            },
            "blind_holdout": {
              "family_count": 6,
              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "blind_summary_only",
                "pass_rate": 1.0,
                "errors": 0
              }
            },
            "judge_blind_holdout": {
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              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "blind_summary_only",
                "pass_rate": 1.0,
                "errors": 0
              }
            },
            "adversarial_holdout": {
              "family_count": 6,
              "clean_family_count": 6,
              "failing_families": [],
              "weakest_family": {
                "family": "adversarial_single_update_collision",
                "pass_rate": 1.0,
                "errors": 0
              }
            }
          },
          "drift_note": "blind, judge-backed blind, adversarial, and calibration gates active",
          "ok": true,
          "promotion": {
            "decision": "keep_current",
            "winner_changed": false,
            "all_gates_pass": true,
            "route_clean": true,
            "judge_agreement_ok": true,
            "causes": [
              "no_candidate_outperformed_current",
              "current_holdout_gap_present",
              "current_holdout_risk"
            ],
            "next_action": "Keep the current description and open a new candidate only when fresh route evidence appears.",
            "gate_status": {
              "visible_holdout_non_regression": true,
              "blind_holdout_non_regression": true,
              "judge_blind_non_regression": true,
              "judge_blind_agreement": true,
              "adversarial_non_regression": true,
              "adversarial_risk_ok": true,
              "route_confusion_clean": true,
              "family_stability": true
            },
            "route_metrics": {
              "precision": 1.0,
              "recall": 1.0,
              "average_margin": 0.659,
              "misroute_count": 0,
              "ambiguous_case_count": 0
            }
          },
          "registry": [
            {
              "name": "governed-incident-command",
              "role": "baseline",
              "label": "Baseline",
              "ranking_state": "reference",
              "promotion_state": "reference",
              "description": "Build governed incident command packets from alerts, incident notes, transcripts, and stakeholder requirements. Use when asked to standardize incident review, severity assessment, incident communication, or incident packet assembly into one reusable operational skill. Do not use for generic debugging, one-off incident explanations, or brainstorming possible response ideas.",
              "tokens": 93,
              "dev_errors": 1,
              "holdout_errors": 2
            },
            {
              "name": "governed-incident-command",
              "role": "current",
              "label": "Current",
              "ranking_state": "selected_by_dev",
              "promotion_state": "kept_current",
              "description": "Build governed incident command packets. Use when asked to standardize incident review, run severity assessment, or assemble incident communication.",
              "tokens": 37,
              "dev_errors": 1,
              "holdout_errors": 1,
              "reason_tags": []
            },
            {
              "name": "governed-incident-command",
              "role": "candidate",
              "label": "Guardrail",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Build governed incident command packets from alerts, incident notes, transcripts, or stakeholder requirements. Do not use for generic debugging, one-off incident explanations, or drafting a single update.",
              "tokens": 51,
              "dev_errors": 1,
              "holdout_errors": 2,
              "reason_tags": [
                "visible_holdout_regression",
                "longer_without_gain"
              ]
            },
            {
              "name": "governed-incident-command",
              "role": "candidate",
              "label": "Balanced",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Build governed incident command packets from alerts, incident notes, transcripts, or stakeholder requirements. Use when asked to standardize incident review, run severity assessment, or assemble incident communication.",
              "tokens": 54,
              "dev_errors": 1,
              "holdout_errors": 1,
              "reason_tags": [
                "longer_without_gain"
              ]
            },
            {
              "name": "governed-incident-command",
              "role": "candidate",
              "label": "Boundary",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Build governed incident command packets from alerts, incident notes, transcripts, or stakeholder requirements. Use when asked to standardize incident review, run severity assessment, or assemble incident communication. Do not use for generic debugging, one-off incident explanations, or drafting a single update.",
              "tokens": 78,
              "dev_errors": 1,
              "holdout_errors": 1,
              "reason_tags": [
                "longer_without_gain"
              ]
            },
            {
              "name": "governed-incident-command",
              "role": "candidate",
              "label": "Artifact Aware",
              "ranking_state": "not_selected",
              "promotion_state": "blocked",
              "description": "Build governed incident command packets from alerts, incident notes, transcripts, or stakeholder requirements. Trigger when requests mention alerts, incident notes, transcripts, or stakeholder requirements and the job is to standardize incident review, run severity assessment, or assemble incident communication.",
              "tokens": 78,
              "dev_errors": 1,
              "holdout_errors": 1,
              "reason_tags": [
                "longer_without_gain"
              ]
            }
          ],
          "decision": "keep_current"
        }
      ]
    },
    "atlas": {
      "ok": true,
      "workspace_root": ".",
      "summary": {
        "skill_count": 12,
        "actionable_skill_count": 1,
        "route_collision_count": 5,
        "actionable_route_collision_count": 0,
        "owner_gap_count": 9,
        "actionable_owner_gap_count": 0,
        "stale_count": 10,
        "actionable_stale_count": 0,
        "shared_resource_count": 0,
        "no_route_opportunity_count": 0,
        "non_actionable_issue_count": 24
      },
      "scope_policy": {
        "present": true,
        "path": "skill_atlas/policy.json",
        "schema_version": "1.0",
        "rules": [
          {
            "path_prefix": "examples/",
            "scope": "example",
            "actionable": false,
            "reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "path_prefix": "tests/fixtures/",
            "scope": "test-fixture",
            "actionable": false,
            "reason": "Fixtures intentionally include invalid or broken skills to verify validators and packagers."
          },
          {
            "path_prefix": "geo-ranking-article-generator",
            "scope": "embedded-generated-skill",
            "actionable": false,
            "reason": "This nested generated skill is retained as local evidence and should not gate the root Meta Skill release."
          }
        ]
      },
      "catalog": {
        "workspace_root": ".",
        "generated_at": "2026-06-13",
        "skills": [
          {
            "name": "yao-meta-skill",
            "path": ".",
            "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
            "owner": "Yao Team",
            "version": "1.1.0",
            "status": "active",
            "maturity": "governed",
            "updated_at": "2026-03-31",
            "review_cadence": "quarterly",
            "targets": [
              "openai",
              "claude",
              "generic",
              "agent-skills-compatible",
              "vscode"
            ],
            "resources": [
              "scripts/adjudicate_output_review.py",
              "scripts/build_confusion_matrix.py",
              "scripts/build_skill_atlas.py",
              "scripts/check_update.py",
              "scripts/ci_test.py",
              "scripts/collect_feedback.py",
              "scripts/compile_skill.py",
              "scripts/context_sizer.py",
              "scripts/create_iteration_snapshot.py",
              "scripts/cross_packager.py",
              "scripts/diff_eval.py",
              "scripts/export_skill_ir.py",
              "scripts/github_benchmark_scan.py",
              "scripts/governance_check.py",
              "scripts/init_skill.py",
              "scripts/judge_blind_eval.py",
              "scripts/lint_skill.py",
              "scripts/local_output_eval_runner.py",
              "scripts/optimize_description.py",
              "scripts/probe_runtime_permissions.py",
              "scripts/promotion_checker.py",
              "scripts/provider_output_eval_runner.py",
              "scripts/registry_audit.py",
              "scripts/render_adoption_drift_report.py",
              "scripts/render_artifact_design_profile.py",
              "scripts/render_baseline_compare.py",
              "scripts/render_context_reports.py",
              "scripts/render_description_drift_history.py",
              "scripts/render_eval_dashboard.py",
              "scripts/render_intent_confidence.py",
              "scripts/render_intent_dialogue.py",
              "scripts/render_iteration_directions.py",
              "scripts/render_iteration_ledger.py",
              "scripts/render_output_risk_profile.py",
              "scripts/render_portability_report.py",
              "scripts/render_prompt_quality_profile.py",
              "scripts/render_reference_scan.py",
              "scripts/render_reference_synthesis.py",
              "scripts/render_regression_history.py",
              "scripts/render_review_annotations.py",
              "scripts/render_review_studio.py",
              "scripts/render_review_viewer.py",
              "scripts/render_review_waivers.py",
              "scripts/render_skill_overview.py",
              "scripts/render_social_preview.py",
              "scripts/render_system_model.py",
              "scripts/resource_boundary_check.py",
              "scripts/review_studio_formatting.py",
              "scripts/review_studio_gates.py",
              "scripts/review_studio_layout.py",
              "scripts/run_conformance_suite.py",
              "scripts/run_description_optimization_suite.py",
              "scripts/run_eval_suite.py",
              "scripts/run_output_eval.py",
              "scripts/run_output_execution.py",
              "scripts/simulate_install.py",
              "scripts/skill_report_charts.py",
              "scripts/skill_report_layout.py",
              "scripts/skill_report_metrics.py",
              "scripts/skill_report_model.py",
              "scripts/sync_local_install.py",
              "scripts/trigger_eval.py",
              "scripts/trust_check.py",
              "scripts/upgrade_check.py",
              "scripts/validate_skill.py",
              "scripts/verify_package.py",
              "scripts/yao.py",
              "scripts/yao_cli_config.py",
              "scripts/yao_cli_parser.py",
              "references/artifact-design-doctrine.md",
              "references/authoring-discipline.md",
              "references/distribution-registry-method.md",
              "references/eval-playbook.md",
              "references/gate-selection.md",
              "references/governance.md",
              "references/human-review-template.md",
              "references/intent-dialogue.md",
              "references/iteration-philosophy.md",
              "references/non-skill-decision-tree.md",
              "references/operating-modes.md",
              "references/output-eval-method.md",
              "references/output-quality-risk.md",
              "references/output-visual-quality.md",
              "references/packaging-contracts.md",
              "references/pattern-extraction-doctrine.md",
              "references/platform-capability-matrix.md",
              "references/prompt-engineering-doctrine.md",
              "references/qa-ladder.md",
              "references/reference-scan.md",
              "references/regression-cause-taxonomy.md",
              "references/resource-boundaries.md",
              "references/review-studio-method.md",
              "references/review-waiver-method.md",
              "references/runtime-conformance-method.md",
              "references/skill-archetypes.md",
              "references/skill-atlas-method.md",
              "references/skill-engineering-method.md",
              "references/skill-ir-method.md",
              "references/systems-thinking-doctrine.md",
              "references/telemetry-drift-method.md",
              "references/trust-security-method.md",
              "templates/basic_skill.md.j2",
              "templates/complex_skill.md.j2"
            ],
            "token_set": [
              "add",
              "asked",
              "docs",
              "evals",
              "evaluate",
              "existing",
              "improve",
              "notes",
              "or",
              "package",
              "process",
              "prompts",
              "refactor",
              "repeated",
              "reuse",
              "team",
              "transcripts",
              "workflows"
            ],
            "atlas_scope": "release",
            "actionable": true,
            "scope_reason": "default release-actionable skill"
          },
          {
            "name": "release-orchestrator",
            "path": "examples/complex-release-orchestrator/generated-skill",
            "description": "Coordinate software release preparation, rollout readiness, migration notes, rollback planning, stakeholder communication, and final go/no-go release packets. Use when asked to prepare a release packet, review release readiness, or turn scattered launch notes into one reusable release workflow. Do not use for generic project planning, one-off announcement drafting, or high-level release theory.",
            "owner": "Yao Team",
            "version": "1.0.0",
            "status": "active",
            "maturity": "production",
            "updated_at": "2026-03-31",
            "review_cadence": "quarterly",
            "targets": [],
            "resources": [
              "scripts/build_release_packet.py",
              "references/migration-template.md",
              "references/release-checklist.md",
              "references/risk-matrix.md",
              "references/stakeholder-comms.md"
            ],
            "token_set": [
              "announcement",
              "asked",
              "communication",
              "coordinate",
              "do",
              "drafting",
              "final",
              "generic",
              "go",
              "high-level",
              "launch",
              "migration",
              "no-go",
              "not",
              "notes",
              "one",
              "one-off",
              "or",
              "packet",
              "packets",
              "planning",
              "preparation",
              "prepare",
              "project",
              "readiness",
              "release",
              "review",
              "rollback",
              "rollout",
              "scattered",
              "software",
              "stakeholder",
              "theory",
              "workflow"
            ],
            "atlas_scope": "example",
            "actionable": false,
            "scope_reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "name": "frontend-review",
            "path": "examples/evolution-frontend-review/final",
            "description": "Review frontend code for accessibility, risky UI security issues, missing states, and common UX regressions. Use when asked to review React, UI, frontend components, forms, a11y, or pre-merge frontend quality.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [],
            "token_set": [
              "a11y",
              "accessibility",
              "asked",
              "code",
              "common",
              "components",
              "forms",
              "frontend",
              "issues",
              "missing",
              "or",
              "pre-merge",
              "quality",
              "react",
              "regressions",
              "review",
              "risky",
              "security",
              "states",
              "ui",
              "ux"
            ],
            "atlas_scope": "example",
            "actionable": false,
            "scope_reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "name": "frontend-review",
            "path": "examples/evolution-frontend-review/v0",
            "description": "Review frontend code before merge.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [],
            "token_set": [
              "before",
              "code",
              "frontend",
              "merge",
              "review"
            ],
            "atlas_scope": "example",
            "actionable": false,
            "scope_reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "name": "frontend-review",
            "path": "examples/evolution-frontend-review/v1",
            "description": "Review frontend code for accessibility, risky UI security issues, missing loading and error states, and pre-merge regressions. Use when asked to review React, UI, forms, frontend components, or merge-readiness for the frontend.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [],
            "token_set": [
              "accessibility",
              "asked",
              "code",
              "components",
              "error",
              "forms",
              "frontend",
              "issues",
              "loading",
              "merge-readiness",
              "missing",
              "or",
              "pre-merge",
              "react",
              "regressions",
              "review",
              "risky",
              "security",
              "states",
              "ui"
            ],
            "atlas_scope": "example",
            "actionable": false,
            "scope_reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "name": "incident-command-governor",
            "path": "examples/governed-incident-command/generated-skill",
            "description": "Build governed incident command packets. Use when asked to standardize incident review, run severity assessment, or assemble incident communication.",
            "owner": "Incident Operations Team",
            "version": "1.0.0",
            "status": "active",
            "maturity": "governed",
            "updated_at": "2026-03-31",
            "review_cadence": "monthly",
            "targets": [
              "openai",
              "claude",
              "generic"
            ],
            "resources": [
              "scripts/build_incident_packet.py",
              "references/comms-policy.md",
              "references/review-policy.md",
              "references/severity-matrix.md"
            ],
            "token_set": [
              "asked",
              "assemble",
              "assessment",
              "build",
              "command",
              "communication",
              "governed",
              "incident",
              "or",
              "packets",
              "review",
              "run",
              "severity",
              "standardize"
            ],
            "atlas_scope": "example",
            "actionable": false,
            "scope_reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "name": "note-cleanup",
            "path": "examples/simple-note-cleanup/generated-skill",
            "description": "Clean messy meeting notes into structured markdown summaries. Use when asked to organize meeting notes, extract action items, separate decisions from open questions, or turn rough notes into a clean recap.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [],
            "token_set": [
              "action",
              "asked",
              "clean",
              "decisions",
              "extract",
              "items",
              "markdown",
              "meeting",
              "messy",
              "notes",
              "open",
              "or",
              "organize",
              "questions",
              "recap",
              "rough",
              "separate",
              "structured",
              "summaries"
            ],
            "atlas_scope": "example",
            "actionable": false,
            "scope_reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "name": "frontend-review",
            "path": "examples/team-frontend-review/generated-skill",
            "description": "Review frontend code for accessibility, UI security, missing states, and UX regressions. Use when asked to review React components, run a pre-merge frontend review, or check a11y and unsafe rendering.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [
              "references/checklist.md"
            ],
            "token_set": [
              "a11y",
              "accessibility",
              "asked",
              "check",
              "code",
              "components",
              "frontend",
              "missing",
              "or",
              "pre-merge",
              "react",
              "regressions",
              "rendering",
              "review",
              "run",
              "security",
              "states",
              "ui",
              "unsafe",
              "ux"
            ],
            "atlas_scope": "example",
            "actionable": false,
            "scope_reason": "Generated examples and evolution snapshots are portfolio evidence, not release-actionable library skills for the root package."
          },
          {
            "name": "geo-ranking-article-generator",
            "path": "geo-ranking-article-generator",
            "description": "Create GEO ranking-article packs from brand briefs. Use when asked to research a brand, find GEO or 生成式引擎优化 keywords and five competitors, generate timely titles, write five ~2000-character articles, and save them to a fixed knowledge-base folder with an HTML index. Do not use for generic SEO advice, one-off copy, or writing without competitor research.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [
              "scripts/build_html_index.py",
              "references/article-blueprint.md",
              "references/feishu-benchmark-patterns.md",
              "references/geo-research-playbook.md",
              "templates/brand-brief-template.md"
            ],
            "token_set": [
              "2000-character",
              "advice",
              "articles",
              "asked",
              "brand",
              "briefs",
              "competitor",
              "competitors",
              "copy",
              "do",
              "find",
              "five",
              "fixed",
              "folder",
              "generate",
              "generic",
              "geo",
              "html",
              "index",
              "keywords",
              "knowledge-base",
              "not",
              "one-off",
              "or",
              "packs",
              "ranking-article",
              "research",
              "save",
              "seo",
              "them",
              "timely",
              "titles",
              "without",
              "write",
              "writing",
              "生成式引擎优化"
            ],
            "atlas_scope": "embedded-generated-skill",
            "actionable": false,
            "scope_reason": "This nested generated skill is retained as local evidence and should not gate the root Meta Skill release."
          },
          {
            "name": "invalid-governance-skill",
            "path": "tests/fixtures/governance_invalid_manifest",
            "description": "Test fixture for governance validation.",
            "owner": "",
            "version": "1.0.0",
            "status": "frozen",
            "maturity": "governed",
            "updated_at": "2026/03/31",
            "review_cadence": "",
            "targets": [],
            "resources": [],
            "token_set": [
              "fixture",
              "governance",
              "test",
              "validation"
            ],
            "atlas_scope": "test-fixture",
            "actionable": false,
            "scope_reason": "Fixtures intentionally include invalid or broken skills to verify validators and packagers."
          },
          {
            "name": "broken-yaml-skill",
            "path": "tests/fixtures/package_invalid_yaml",
            "description": "Broken YAML fixture for packager failure testing.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [],
            "token_set": [
              "broken",
              "failure",
              "fixture",
              "packager",
              "testing",
              "yaml"
            ],
            "atlas_scope": "test-fixture",
            "actionable": false,
            "scope_reason": "Fixtures intentionally include invalid or broken skills to verify validators and packagers."
          },
          {
            "name": "broken-skill",
            "path": "tests/fixtures/package_missing_interface_field",
            "description": "Broken fixture for packager failure testing.",
            "owner": "",
            "version": "",
            "status": "",
            "maturity": "",
            "updated_at": "",
            "review_cadence": "",
            "targets": [],
            "resources": [],
            "token_set": [
              "broken",
              "failure",
              "fixture",
              "packager",
              "testing"
            ],
            "atlas_scope": "test-fixture",
            "actionable": false,
            "scope_reason": "Fixtures intentionally include invalid or broken skills to verify validators and packagers."
          }
        ],
        "summary": {
          "skill_count": 12,
          "actionable_skill_count": 1,
          "route_collision_count": 5,
          "actionable_route_collision_count": 0,
          "owner_gap_count": 9,
          "actionable_owner_gap_count": 0,
          "stale_count": 10,
          "actionable_stale_count": 0,
          "shared_resource_count": 0,
          "no_route_opportunity_count": 0,
          "non_actionable_issue_count": 24
        }
      },
      "route_collisions": [
        {
          "skill_a": "frontend-review",
          "skill_b": "frontend-review",
          "path_a": "examples/evolution-frontend-review/final",
          "path_b": "examples/evolution-frontend-review/v1",
          "score": 0.708,
          "status": "collision",
          "actionable": false,
          "scope_a": "example",
          "scope_b": "example"
        },
        {
          "skill_a": "frontend-review",
          "skill_b": "frontend-review",
          "path_a": "examples/evolution-frontend-review/final",
          "path_b": "examples/team-frontend-review/generated-skill",
          "score": 0.64,
          "status": "collision",
          "actionable": false,
          "scope_a": "example",
          "scope_b": "example"
        },
        {
          "skill_a": "frontend-review",
          "skill_b": "frontend-review",
          "path_a": "examples/evolution-frontend-review/v1",
          "path_b": "examples/team-frontend-review/generated-skill",
          "score": 0.538,
          "status": "collision",
          "actionable": false,
          "scope_a": "example",
          "scope_b": "example"
        },
        {
          "skill_a": "broken-yaml-skill",
          "skill_b": "broken-skill",
          "path_a": "tests/fixtures/package_invalid_yaml",
          "path_b": "tests/fixtures/package_missing_interface_field",
          "score": 0.833,
          "status": "collision",
          "actionable": false,
          "scope_a": "test-fixture",
          "scope_b": "test-fixture"
        },
        {
          "skill_a": "frontend-review",
          "skill_b": "frontend-review",
          "path_a": "examples/evolution-frontend-review/final",
          "path_b": "examples/evolution-frontend-review/v0",
          "score": 1.0,
          "status": "duplicate-name",
          "actionable": false,
          "scope_a": "example",
          "scope_b": "example"
        }
      ],
      "actionable_route_collisions": [],
      "dependency_graph": {
        "nodes": [
          {
            "name": "yao-meta-skill",
            "path": "."
          },
          {
            "name": "release-orchestrator",
            "path": "examples/complex-release-orchestrator/generated-skill"
          },
          {
            "name": "frontend-review",
            "path": "examples/evolution-frontend-review/final"
          },
          {
            "name": "frontend-review",
            "path": "examples/evolution-frontend-review/v0"
          },
          {
            "name": "frontend-review",
            "path": "examples/evolution-frontend-review/v1"
          },
          {
            "name": "incident-command-governor",
            "path": "examples/governed-incident-command/generated-skill"
          },
          {
            "name": "note-cleanup",
            "path": "examples/simple-note-cleanup/generated-skill"
          },
          {
            "name": "frontend-review",
            "path": "examples/team-frontend-review/generated-skill"
          },
          {
            "name": "geo-ranking-article-generator",
            "path": "geo-ranking-article-generator"
          },
          {
            "name": "invalid-governance-skill",
            "path": "tests/fixtures/governance_invalid_manifest"
          },
          {
            "name": "broken-yaml-skill",
            "path": "tests/fixtures/package_invalid_yaml"
          },
          {
            "name": "broken-skill",
            "path": "tests/fixtures/package_missing_interface_field"
          }
        ],
        "shared_resources": []
      },
      "stale_skills": [
        {
          "name": "frontend-review",
          "path": "examples/evolution-frontend-review/final",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "frontend-review",
          "path": "examples/evolution-frontend-review/v0",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "frontend-review",
          "path": "examples/evolution-frontend-review/v1",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "incident-command-governor",
          "path": "examples/governed-incident-command/generated-skill",
          "reason": "review overdue by cadence monthly",
          "age_days": 74,
          "allowed_days": 31,
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "note-cleanup",
          "path": "examples/simple-note-cleanup/generated-skill",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "frontend-review",
          "path": "examples/team-frontend-review/generated-skill",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "geo-ranking-article-generator",
          "path": "geo-ranking-article-generator",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "embedded-generated-skill"
        },
        {
          "name": "invalid-governance-skill",
          "path": "tests/fixtures/governance_invalid_manifest",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "test-fixture"
        },
        {
          "name": "broken-yaml-skill",
          "path": "tests/fixtures/package_invalid_yaml",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "test-fixture"
        },
        {
          "name": "broken-skill",
          "path": "tests/fixtures/package_missing_interface_field",
          "reason": "missing updated_at",
          "actionable": false,
          "scope": "test-fixture"
        }
      ],
      "actionable_stale_skills": [],
      "owner_review_gaps": [
        {
          "name": "frontend-review",
          "path": "examples/evolution-frontend-review/final",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "frontend-review",
          "path": "examples/evolution-frontend-review/v0",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "frontend-review",
          "path": "examples/evolution-frontend-review/v1",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "note-cleanup",
          "path": "examples/simple-note-cleanup/generated-skill",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "frontend-review",
          "path": "examples/team-frontend-review/generated-skill",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "example"
        },
        {
          "name": "geo-ranking-article-generator",
          "path": "geo-ranking-article-generator",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "embedded-generated-skill"
        },
        {
          "name": "invalid-governance-skill",
          "path": "tests/fixtures/governance_invalid_manifest",
          "missing": [
            "owner",
            "review_cadence"
          ],
          "actionable": false,
          "scope": "test-fixture"
        },
        {
          "name": "broken-yaml-skill",
          "path": "tests/fixtures/package_invalid_yaml",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "test-fixture"
        },
        {
          "name": "broken-skill",
          "path": "tests/fixtures/package_missing_interface_field",
          "missing": [
            "owner",
            "review_cadence",
            "maturity"
          ],
          "actionable": false,
          "scope": "test-fixture"
        }
      ],
      "actionable_owner_review_gaps": [],
      "no_route_opportunities": [],
      "artifacts": {
        "catalog": "skill_atlas/catalog.json",
        "route_overlap_matrix": "skill_atlas/route_overlap_matrix.csv",
        "dependency_graph": "skill_atlas/dependency_graph.json",
        "stale_skills": "skill_atlas/stale_skills.json",
        "owner_review_gaps": "skill_atlas/owner_review_gaps.json",
        "no_route_opportunities": "skill_atlas/no_route_opportunities.json",
        "report_json": "reports/skill_atlas.json",
        "report_html": "reports/skill_atlas.html"
      }
    },
    "adoption_drift": {
      "ok": true,
      "schema_version": "2.0",
      "generated_at": "2026-06-13T12:10:53Z",
      "skill_dir": ".",
      "privacy_contract": {
        "storage": "local-first",
        "event_scope": "metadata-only",
        "raw_content_allowed": false,
        "raw_event_log_packaged": false,
        "blocked_fields": [
          "content",
          "input",
          "inputs",
          "message",
          "messages",
          "note",
          "output",
          "outputs",
          "prompt",
          "raw",
          "text",
          "transcript"
        ]
      },
      "summary": {
        "event_count": 1,
        "adoption_sample_count": 1,
        "activation_count": 1,
        "accepted_count": 1,
        "edited_count": 0,
        "rejected_count": 0,
        "missed_count": 0,
        "failed_count": 0,
        "adoption_rate": 100.0,
        "missed_trigger_count": 0,
        "wrong_trigger_count": 0,
        "bad_output_count": 0,
        "script_error_count": 0,
        "missing_resource_count": 0,
        "review_overdue_count": 0,
        "risk_band": "low",
        "event_types": {
          "skill_activation": 1
        },
        "failure_types": {}
      },
      "adoption_by_skill": [
        {
          "skill": "yao-meta-skill",
          "events": 1,
          "adoption_events": 1,
          "accepted": 1,
          "edited": 0,
          "rejected": 0,
          "missed": 0,
          "adoption_rate": 100.0
        }
      ],
      "next_iteration_candidates": [],
      "recent_events": [
        {
          "event": "skill_activation",
          "skill": "yao-meta-skill",
          "version": "1.1.0",
          "activation_type": "explicit",
          "outcome": "accepted",
          "failure_type": "none",
          "timestamp": "2026-06-13T10:00:00Z"
        }
      ],
      "failures": [],
      "artifacts": {
        "events_jsonl": "tests/tmp_review_studio/telemetry_events.jsonl",
        "json": "reports/adoption_drift_report.json",
        "markdown": "reports/adoption_drift_report.md"
      }
    },
    "review_waivers": {
      "schema_version": "1.0",
      "ok": true,
      "skill_dir": ".",
      "generated_at": "2026-06-13",
      "summary": {
        "waiver_count": 0,
        "active_count": 0,
        "expired_count": 0,
        "invalid_count": 0,
        "covered_gate_count": 0,
        "covered_gate_keys": []
      },
      "policy": {
        "blocker_waivers_allowed": false,
        "minimum_reason_chars": 20,
        "expires_required": true,
        "known_gate_keys": [
          "context-budget",
          "intent-canvas",
          "operations-loop",
          "output-lab",
          "permission-gates",
          "permission-runtime",
          "registry-audit",
          "release-notes",
          "runtime-matrix",
          "skill-atlas",
          "trigger-lab",
          "trust-report"
        ]
      },
      "waivers": [],
      "failures": [],
      "warnings": [],
      "artifacts": {
        "json": "reports/review_waivers.json",
        "markdown": "reports/review_waivers.md"
      }
    },
    "review_annotations": {
      "schema_version": "1.0",
      "ok": true,
      "skill_dir": ".",
      "source": "tests/tmp_review_studio/empty_review_annotations_input.json",
      "summary": {
        "annotation_count": 0,
        "open_count": 0,
        "resolved_count": 0,
        "deferred_count": 0,
        "open_blocker_count": 0,
        "open_warning_count": 0,
        "linked_gate_count": 0,
        "target_missing_count": 0,
        "failure_count": 0
      },
      "annotations": [],
      "failures": [],
      "template_written": false,
      "artifacts": {
        "json": "reports/review_annotations.json",
        "markdown": "reports/review_annotations.md"
      }
    },
    "registry": {
      "ok": true,
      "schema_version": "2.0",
      "skill_dir": ".",
      "registry_dir": "registry",
      "package": {
        "schema_version": "2.0",
        "name": "yao-meta-skill",
        "version": "1.1.0",
        "description": "Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.",
        "targets": [
          "openai",
          "claude",
          "generic",
          "agent-skills-compatible",
          "vscode"
        ],
        "maturity": "governed",
        "owner": "Yao Team",
        "review_cadence": "quarterly",
        "trust_level": "local",
        "license": "MIT",
        "checksums": {
          "package_sha256": "2109ae8e212111b1619d8d728e54c73425fecc174113b45629c656ecceb3fadd",
          "archive_sha256": "176d93befb446985aaff7cd8325b05c4858da13177cb13db82d210aa2d264060"
        },
        "compatibility": {
          "openai": "pass",
          "claude": "pass",
          "agent-skills": "pass",
          "vscode": "pass",
          "generic": "pass",
          "agent-skills-compatible": "pass"
        },
        "source": {
          "skill_dir": ".",
          "skill_ir": "skill-ir/examples/yao-meta-skill.json",
          "ir_schema_version": "2.0.0",
          "canonical_metadata": "agents/interface.yaml"
        },
        "artifacts": {
          "overview_html": "reports/skill-overview.html",
          "review_studio_html": "reports/review-studio.html",
          "trust_report": "reports/security_trust_report.md",
          "conformance_matrix": "reports/conformance_matrix.md",
          "compiled_targets": "reports/compiled_targets.md",
          "package_verification": "reports/package_verification.md",
          "install_simulation": "reports/install_simulation.md",
          "adoption_drift": "reports/adoption_drift_report.md",
          "review_waivers": "reports/review_waivers.md",
          "review_annotations": "reports/review_annotations.md",
          "package_metadata": "registry/packages/yao-meta-skill.json"
        },
        "distribution": {
          "archive_verified": true,
          "archive_sha256": "176d93befb446985aaff7cd8325b05c4858da13177cb13db82d210aa2d264060",
          "package_verification": "reports/package_verification.json",
          "install_simulated": true,
          "install_simulation": "reports/install_simulation.json"
        },
        "generated_at": "2026-06-13"
      },
      "index": {
        "schema_version": "2.0",
        "generated_at": "2026-06-13",
        "package_count": 1,
        "packages": [
          {
            "name": "yao-meta-skill",
            "version": "1.1.0",
            "maturity": "governed",
            "owner": "Yao Team",
            "targets": [
              "openai",
              "claude",
              "generic",
              "agent-skills-compatible",
              "vscode"
            ],
            "package_metadata": "registry/packages/yao-meta-skill.json",
            "package_sha256": "2109ae8e212111b1619d8d728e54c73425fecc174113b45629c656ecceb3fadd"
          }
        ]
      },
      "failures": [],
      "warnings": [],
      "artifacts": {
        "index": "registry/index.json",
        "package": "registry/packages/yao-meta-skill.json",
        "json": "reports/registry_audit.json",
        "markdown": "reports/registry_audit.md"
      }
    },
    "package_verification": {
      "ok": true,
      "schema_version": "2.0",
      "generated_at": "2026-06-13",
      "skill_dir": ".",
      "package_dir": "dist",
      "summary": {
        "target_count": 4,
        "adapter_count": 4,
        "archive_present": true,
        "archive_sha256": "176d93befb446985aaff7cd8325b05c4858da13177cb13db82d210aa2d264060",
        "archive_entry_count": 493,
        "failure_count": 0,
        "warning_count": 0
      },
      "checks": [
        {
          "id": "package-manifest",
          "status": "pass",
          "detail": "Package manifest exists: dist/manifest.json"
        },
        {
          "id": "openai-adapter",
          "status": "pass",
          "detail": "Adapter exists for target: openai"
        },
        {
          "id": "openai-field-name",
          "status": "pass",
          "detail": "openai adapter includes field: name"
        },
        {
          "id": "openai-field-description",
          "status": "pass",
          "detail": "openai adapter includes field: description"
        },
        {
          "id": "openai-field-version",
          "status": "pass",
          "detail": "openai adapter includes field: version"
        },
        {
          "id": "openai-field-display_name",
          "status": "pass",
          "detail": "openai adapter includes field: display_name"
        },
        {
          "id": "openai-field-short_description",
          "status": "pass",
          "detail": "openai adapter includes field: short_description"
        },
        {
          "id": "openai-field-default_prompt",
          "status": "pass",
          "detail": "openai adapter includes field: default_prompt"
        },
        {
          "id": "openai-field-job_to_be_done",
          "status": "pass",
          "detail": "openai adapter includes field: job_to_be_done"
        },
        {
          "id": "openai-field-ir_source",
          "status": "pass",
          "detail": "openai adapter includes field: ir_source"
        },
        {
          "id": "openai-field-ir_schema_version",
          "status": "pass",
          "detail": "openai adapter includes field: ir_schema_version"
        },
        {
          "id": "openai-field-semantic_contract",
          "status": "pass",
          "detail": "openai adapter includes field: semantic_contract"
        },
        {
          "id": "openai-field-semantic_parity",
          "status": "pass",
          "detail": "openai adapter includes field: semantic_parity"
        },
        {
          "id": "openai-field-compiler",
          "status": "pass",
          "detail": "openai adapter includes field: compiler"
        },
        {
          "id": "openai-field-compiled_contract",
          "status": "pass",
          "detail": "openai adapter includes field: compiled_contract"
        },
        {
          "id": "openai-field-permission_contract",
          "status": "pass",
          "detail": "openai adapter includes field: permission_contract"
        },
        {
          "id": "openai-field-target_permission_contract",
          "status": "pass",
          "detail": "openai adapter includes field: target_permission_contract"
        },
        {
          "id": "openai-field-target_native_contract",
          "status": "pass",
          "detail": "openai adapter includes field: target_native_contract"
        },
        {
          "id": "openai-field-target_transform",
          "status": "pass",
          "detail": "openai adapter includes field: target_transform"
        },
        {
          "id": "openai-field-canonical_metadata",
          "status": "pass",
          "detail": "openai adapter includes field: canonical_metadata"
        },
        {
          "id": "openai-field-canonical_format",
          "status": "pass",
          "detail": "openai adapter includes field: canonical_format"
        },
        {
          "id": "openai-field-activation_mode",
          "status": "pass",
          "detail": "openai adapter includes field: activation_mode"
        },
        {
          "id": "openai-field-execution_context",
          "status": "pass",
          "detail": "openai adapter includes field: execution_context"
        },
        {
          "id": "openai-field-shell",
          "status": "pass",
          "detail": "openai adapter includes field: shell"
        },
        {
          "id": "openai-field-trust_level",
          "status": "pass",
          "detail": "openai adapter includes field: trust_level"
        },
        {
          "id": "openai-field-remote_inline_execution",
          "status": "pass",
          "detail": "openai adapter includes field: remote_inline_execution"
        },
        {
          "id": "openai-field-degradation_strategy",
          "status": "pass",
          "detail": "openai adapter includes field: degradation_strategy"
        },
        {
          "id": "openai-field-portability_profile",
          "status": "pass",
          "detail": "openai adapter includes field: portability_profile"
        },
        {
          "id": "claude-adapter",
          "status": "pass",
          "detail": "Adapter exists for target: claude"
        },
        {
          "id": "claude-field-name",
          "status": "pass",
          "detail": "claude adapter includes field: name"
        },
        {
          "id": "claude-field-description",
          "status": "pass",
          "detail": "claude adapter includes field: description"
        },
        {
          "id": "claude-field-version",
          "status": "pass",
          "detail": "claude adapter includes field: version"
        },
        {
          "id": "claude-field-display_name",
          "status": "pass",
          "detail": "claude adapter includes field: display_name"
        },
        {
          "id": "claude-field-short_description",
          "status": "pass",
          "detail": "claude adapter includes field: short_description"
        },
        {
          "id": "claude-field-default_prompt",
          "status": "pass",
          "detail": "claude adapter includes field: default_prompt"
        },
        {
          "id": "claude-field-job_to_be_done",
          "status": "pass",
          "detail": "claude adapter includes field: job_to_be_done"
        },
        {
          "id": "claude-field-ir_source",
          "status": "pass",
          "detail": "claude adapter includes field: ir_source"
        },
        {
          "id": "claude-field-ir_schema_version",
          "status": "pass",
          "detail": "claude adapter includes field: ir_schema_version"
        },
        {
          "id": "claude-field-semantic_contract",
          "status": "pass",
          "detail": "claude adapter includes field: semantic_contract"
        },
        {
          "id": "claude-field-semantic_parity",
          "status": "pass",
          "detail": "claude adapter includes field: semantic_parity"
        },
        {
          "id": "claude-field-compiler",
          "status": "pass",
          "detail": "claude adapter includes field: compiler"
        },
        {
          "id": "claude-field-compiled_contract",
          "status": "pass",
          "detail": "claude adapter includes field: compiled_contract"
        },
        {
          "id": "claude-field-permission_contract",
          "status": "pass",
          "detail": "claude adapter includes field: permission_contract"
        },
        {
          "id": "claude-field-target_permission_contract",
          "status": "pass",
          "detail": "claude adapter includes field: target_permission_contract"
        },
        {
          "id": "claude-field-target_native_contract",
          "status": "pass",
          "detail": "claude adapter includes field: target_native_contract"
        },
        {
          "id": "claude-field-target_transform",
          "status": "pass",
          "detail": "claude adapter includes field: target_transform"
        },
        {
          "id": "claude-field-canonical_metadata",
          "status": "pass",
          "detail": "claude adapter includes field: canonical_metadata"
        },
        {
          "id": "claude-field-canonical_format",
          "status": "pass",
          "detail": "claude adapter includes field: canonical_format"
        },
        {
          "id": "claude-field-activation_mode",
          "status": "pass",
          "detail": "claude adapter includes field: activation_mode"
        },
        {
          "id": "claude-field-execution_context",
          "status": "pass",
          "detail": "claude adapter includes field: execution_context"
        },
        {
          "id": "claude-field-shell",
          "status": "pass",
          "detail": "claude adapter includes field: shell"
        },
        {
          "id": "claude-field-trust_level",
          "status": "pass",
          "detail": "claude adapter includes field: trust_level"
        },
        {
          "id": "claude-field-remote_inline_execution",
          "status": "pass",
          "detail": "claude adapter includes field: remote_inline_execution"
        },
        {
          "id": "claude-field-degradation_strategy",
          "status": "pass",
          "detail": "claude adapter includes field: degradation_strategy"
        },
        {
          "id": "claude-field-portability_profile",
          "status": "pass",
          "detail": "claude adapter includes field: portability_profile"
        },
        {
          "id": "generic-adapter",
          "status": "pass",
          "detail": "Adapter exists for target: generic"
        },
        {
          "id": "generic-field-name",
          "status": "pass",
          "detail": "generic adapter includes field: name"
        },
        {
          "id": "generic-field-description",
          "status": "pass",
          "detail": "generic adapter includes field: description"
        },
        {
          "id": "generic-field-version",
          "status": "pass",
          "detail": "generic adapter includes field: version"
        },
        {
          "id": "generic-field-display_name",
          "status": "pass",
          "detail": "generic adapter includes field: display_name"
        },
        {
          "id": "generic-field-short_description",
          "status": "pass",
          "detail": "generic adapter includes field: short_description"
        },
        {
          "id": "generic-field-default_prompt",
          "status": "pass",
          "detail": "generic adapter includes field: default_prompt"
        },
        {
          "id": "generic-field-job_to_be_done",
          "status": "pass",
          "detail": "generic adapter includes field: job_to_be_done"
        },
        {
          "id": "generic-field-ir_source",
          "status": "pass",
          "detail": "generic adapter includes field: ir_source"
        },
        {
          "id": "generic-field-ir_schema_version",
          "status": "pass",
          "detail": "generic adapter includes field: ir_schema_version"
        },
        {
          "id": "generic-field-semantic_contract",
          "status": "pass",
          "detail": "generic adapter includes field: semantic_contract"
        },
        {
          "id": "generic-field-semantic_parity",
          "status": "pass",
          "detail": "generic adapter includes field: semantic_parity"
        },
        {
          "id": "generic-field-compiler",
          "status": "pass",
          "detail": "generic adapter includes field: compiler"
        },
        {
          "id": "generic-field-compiled_contract",
          "status": "pass",
          "detail": "generic adapter includes field: compiled_contract"
        },
        {
          "id": "generic-field-permission_contract",
          "status": "pass",
          "detail": "generic adapter includes field: permission_contract"
        },
        {
          "id": "generic-field-target_permission_contract",
          "status": "pass",
          "detail": "generic adapter includes field: target_permission_contract"
        },
        {
          "id": "generic-field-target_native_contract",
          "status": "pass",
          "detail": "generic adapter includes field: target_native_contract"
        },
        {
          "id": "generic-field-target_transform",
          "status": "pass",
          "detail": "generic adapter includes field: target_transform"
        },
        {
          "id": "generic-field-canonical_metadata",
          "status": "pass",
          "detail": "generic adapter includes field: canonical_metadata"
        },
        {
          "id": "generic-field-canonical_format",
          "status": "pass",
          "detail": "generic adapter includes field: canonical_format"
        },
        {
          "id": "generic-field-activation_mode",
          "status": "pass",
          "detail": "generic adapter includes field: activation_mode"
        },
        {
          "id": "generic-field-execution_context",
          "status": "pass",
          "detail": "generic adapter includes field: execution_context"
        },
        {
          "id": "generic-field-shell",
          "status": "pass",
          "detail": "generic adapter includes field: shell"
        },
        {
          "id": "generic-field-trust_level",
          "status": "pass",
          "detail": "generic adapter includes field: trust_level"
        },
        {
          "id": "generic-field-remote_inline_execution",
          "status": "pass",
          "detail": "generic adapter includes field: remote_inline_execution"
        },
        {
          "id": "generic-field-degradation_strategy",
          "status": "pass",
          "detail": "generic adapter includes field: degradation_strategy"
        },
        {
          "id": "generic-field-portability_profile",
          "status": "pass",
          "detail": "generic adapter includes field: portability_profile"
        },
        {
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          "status": "pass",
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