Review Studio 2.0

# Geo Content Brief Skill

将 GEO 内容访谈、关键词笔记、竞品线索和渠道约束整理成可执行的中文内容简报。用于团队复用、选题规划、内容生产交接和质量评审；不用于直接代写完整长文或替代品牌策略判断。

审查结论 review Score 67/100

## 核心指标

Skill IR 2.0.0

5 targets in platform-neutral contract

Compiler 5/5

target contracts compiled from Skill IR

Output Delta n/a

0 cases; 0 file-backed

Exec Runs 0

command 0; model 0; recorded 0

Blind A/B 0

review pairs hide baseline vs with-skill labels

Review Kit 0/0

pending 0; answer key hidden

Review A/B 0/0

adjudication decisions; pending 0

Public Claim blocked

0 blockers; local reproducible false

Blueprint 0/0

2.0 coverage; evidence pending 0

Runtime 0/0

target conformance pass rate

Perm Probe 0/0

0 native; 0 installer-enforced

Trust 0

0 scripts scanned; secrets found

Py Compat 0

0 files scanned for Python 3.11

Arch Debt 0

0 largest lines; 0 CLI handlers

Atlas 0

0 scanned skills; route collisions

Drift no-data

0 metadata events; 0 missed triggers

Waivers 0

0 gates covered; human risk decisions

Intake 0/0

0 valid submissions; 0 invalid

Claim Guard 0

0 public surfaces scanned

Notes 0/0

0 open blocker annotations

Registry n/a

0 targets; no license license

Archive n/a

0 zip entries; package verification

Install n/a

0 adapters; 0 permissions enforced; 0 permission failures

Upgrade n/a

declared n/a; 0 breaking changes

## 审查闸门

关注

### 意图画布

intent confidence 10/100; Pause before deep authoring and close the highest-leverage gaps first.

关注

### 触发实验

route scorecard is missing; run route-scorecard before release review

关注

### 输出实验

output eval scorecard is missing; generate it before production review

关注

### 上下文

initial load n/a/n/a; deferred n/a/n/a; top deferred none; resource governance unknown; quality density n/a

关注

### 运行矩阵

runtime conformance matrix is missing

关注

### 信任报告

security trust report is missing

关注

### Python 兼容

Python compatibility report is missing

通过

### 架构维护

architecture maintainability report is optional until code surface grows

关注

### 权限批准

permission governance evidence is missing because trust report is missing

关注

### 权限探针

runtime permission probe report is missing

关注

### 组合治理

skill atlas is missing; portfolio-level conflicts are unknown

关注

### 运营回路

0 metadata events; adoption 0; missed 0; bad-output 0; risk no-data

关注

### 人工批准

0 active waivers; 11 warning gates still need reviewer decision

通过

### 世界证据

world-class evidence ledger is optional until governed or public world-class readiness is claimed

通过

### 注册审计

registry audit is optional until team distribution is required

关注

### 发布路线

promotion decisions are missing; release notes need reviewer confirmation

## 阻断事项

无。

## 关注事项

- 意图画布 intent confidence 10/100; Pause before deep authoring and close the highest-leverage gaps first.
- 触发实验 route scorecard is missing; run route-scorecard before release review
- 输出实验 output eval scorecard is missing; generate it before production review
- 上下文 initial load n/a/n/a; deferred n/a/n/a; top deferred none; resource governance unknown; quality density n/a
- 运行矩阵 runtime conformance matrix is missing
- 信任报告 security trust report is missing
- Python 兼容 Python compatibility report is missing
- 权限批准 permission governance evidence is missing because trust report is missing
- 权限探针 runtime permission probe report is missing
- 组合治理 skill atlas is missing; portfolio-level conflicts are unknown
- 运营回路 0 metadata events; adoption 0; missed 0; bad-output 0; risk no-data
- 人工批准 0 active waivers; 11 warning gates still need reviewer decision
- 发布路线 promotion decisions are missing; release notes need reviewer confirmation

## 修复动作

关注

### 意图画布

收紧真实任务、输入、输出、排除项和成功标准。

低 intent confidence 会让后续 Skill IR、输出评测和 Review Studio 结论建立在模糊意图上。

修复位置
  reports/intent-dialogue.md + reports/intent-confidence.md
验证命令
  `python3 scripts/yao.py intent-confidence .`

- reports/intent-dialogue.md:1 intent dialogue · report
- reports/intent-confidence.md:1 intent confidence · report

关注

### 触发实验

修正 route scorecard 中的误触发、漏触发或 ambiguous case。

触发错误会让正确 Skill 失活，或让相邻 Skill 被错误调用。

修复位置
  SKILL.md frontmatter description + evals/*/trigger_cases.json
验证命令
  `python3 scripts/build_confusion_matrix.py`

- SKILL.md:3 frontmatter description · source
- evals/trigger_cases.json · missing trigger eval cases · eval
- reports/route_scorecard.md · missing route scorecard · report

关注

### 输出实验

补足 output eval 覆盖、execution evidence、blind A/B 和 reviewer adjudication。

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。

修复位置
  evals/output/cases.jsonl + reports/output_quality_scorecard.md + reports/output_review_kit.html + reports/output_review_adjudication.md
验证命令
  `python3 scripts/adjudicate_output_review.py --write-template && python3 scripts/yao.py output-review`

- evals/output/cases.jsonl · missing output eval cases · eval
- reports/output_quality_scorecard.md · missing output scorecard · report
- reports/output_execution_runs.md · missing output execution runs · report
- reports/output_blind_review_pack.md · missing blind A/B review pack · report
- reports/output_review_kit.html · missing reviewer cockpit · report
- reports/output_review_adjudication.md · missing review adjudication · report

关注

### 上下文

压缩或拆分高成本 deferred resources，保留最小可路由上下文。

初始加载可以安全，但后续 references、scripts、evals 体量过大时，reviewer 仍需要看到维护和读取成本。

修复位置
  SKILL.md + references/ + scripts/ + evals/
验证命令
  `python3 scripts/render_context_reports.py`

- SKILL.md:1 entrypoint · source
- reports/context_budget.md · missing context budget · report
- scripts/resource_boundary_check.py · missing resource boundary checker · source
- references/skill-engineering-method.md · missing skill engineering method · method

关注

### 运行矩阵

修复目标端结构、metadata、相对路径、fallback 或 adapter target 声明。

runtime conformance 失败意味着包可能被目标客户端错误加载或静默降级。

修复位置
  agents/interface.yaml + reports/conformance_matrix.md
验证命令
  `python3 scripts/run_conformance_suite.py .`

- agents/interface.yaml:7 portable interface · source
- reports/conformance_matrix.md · missing conformance matrix · report

关注

### 信任报告

处理脚本 help surface、依赖 pin、network policy、secret 和权限声明。

团队分发时，脚本和依赖是主要供应链风险面，warning 必须有明确处置。

修复位置
  reports/security_trust_report.md + security/*.md + scripts/
验证命令
  `python3 scripts/trust_check.py .`

- reports/security_trust_report.md · missing trust report · report
- security/script_policy.md · missing script policy · policy
- security/network_policy.md · missing network policy · policy

关注

### Python 兼容

修复 Python 3.11 语法兼容问题，尤其是 f-string 表达式内的反斜杠转义。

目标运行环境可能仍停留在 Python 3.11，语法漂移会让 CLI、报告生成和 CI 在发布后直接失败。

修复位置
  reports/python_compatibility.md + scripts/*.py + tests/*.py
验证命令
  `python3 scripts/yao.py python-compat .`

- reports/python_compatibility.md · missing Python compatibility · report
- scripts/python_compat_check.py · missing compatibility checker · source
- .github/workflows/test.yml · missing CI test workflow · ci

关注

### 权限批准

补齐高权限能力的 reviewer、scope、reason、expires_at 和目标端 enforcement 说明。

权限契约只有在批准人、有效期和目标端处置方式明确时，才能支撑 governed release。

修复位置
  security/permission_policy.json + security/permission_policy.md
验证命令
  `python3 scripts/trust_check.py .`

- security/permission_policy.json · missing permission approvals · policy
- security/permission_policy.md · missing permission method · policy

关注

### 权限探针

生成并修复目标包的 runtime permission probe 报告。

目标端即使只能提供 metadata fallback，也必须明确 native enforcement 缺口、表示位置和 operator note。

修复位置
  dist/targets/*/adapter.json + reports/runtime_permission_probes.md
验证命令
  `python3 scripts/probe_runtime_permissions.py . --package-dir dist`

- reports/runtime_permission_probes.md · missing runtime permission probes · report
- dist/targets/openai/adapter.json · missing OpenAI adapter · package
- dist/targets/claude/adapter.json · missing Claude adapter · package
- dist/targets/generic/adapter.json · missing generic adapter · package

关注

### 组合治理

处理 portfolio 里的路由冲突、owner 缺口、stale skill 和重复能力。

单个 Skill 质量很高仍可能在团队 skill library 中被相邻 Skill 冲突削弱。

修复位置
  reports/skill_atlas.html + skill_atlas/catalog.json
验证命令
  `python3 scripts/build_skill_atlas.py --workspace-root .`

- skill_atlas/catalog.json · missing skill atlas catalog · atlas
- skill_atlas/policy.json · missing atlas scope policy · policy
- reports/skill_atlas.html · missing skill atlas report · report

关注

### 运营回路

记录 metadata-only 使用事件，或明确当前 release 缺少真实使用信号。

没有运营回路时，reviewer 无法判断采用率、误触发、坏输出和 review overdue 的真实影响。

修复位置
  reports/adoption_drift_report.md
验证命令
  `python3 scripts/render_adoption_drift_report.py . --record-event skill_activation --activation-type explicit --outcome accepted`

- reports/adoption_drift_report.md:1 adoption drift report · report
- references/telemetry-drift-method.md · missing telemetry method · method

关注

### 人工批准

对保留的 warning 写入 reviewer、理由、范围和到期时间，或修掉 warning。

warning 可以被接受，但必须可审计、会过期，并且不能掩盖 blocker。

修复位置
  reports/review_waivers.md
验证命令
  `python3 scripts/render_review_waivers.py .`

- reports/review_waivers.md:1 waiver ledger · report
- references/review-waiver-method.md · missing waiver method · method

关注

### 发布路线

确认 promotion、upgrade diff、breaking changes、migration guide 和 known limitations。

发布说明不完整会让使用者无法判断升级风险和迁移动作。

修复位置
  reports/upgrade_check.md + docs/migration-v2.md
验证命令
  `python3 scripts/upgrade_check.py . --previous-package-json registry/examples/yao-meta-skill-1.0.0.json`

- reports/upgrade_check.md · missing upgrade check · report
- docs/migration-v2.md · missing migration guide · docs
- reports/promotion_decisions.md · missing promotion decisions · report

## 审查批注

当前批注：0 条批注；开放 0；阻断 0

当前没有 reviewer 批注。

## 意图画布

将 GEO 内容访谈、关键词笔记和渠道约束整理成可执行的中文内容简报 Skill，适用于团队复用、触发边界审查和后续质量评估。

## 证据路径

- 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_kit reports/output_review_kit.md
- output_review_kit_html reports/output_review_kit.html
- output_review_decisions reports/output_review_decisions.json
- output_review_adjudication reports/output_review_adjudication.md
- benchmark_reproducibility reports/benchmark_reproducibility.md
- skill_os2_coverage reports/skill_os2_coverage.md
- runtime_conformance reports/conformance_matrix.md
- trust_report reports/security_trust_report.md
- python_compatibility reports/python_compatibility.md
- architecture_maintainability reports/architecture_maintainability.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
- world_class_evidence_plan reports/world_class_evidence_plan.md
- world_class_evidence_ledger reports/world_class_evidence_ledger.md
- world_class_evidence_intake reports/world_class_evidence_intake.md
- world_class_submission_review reports/world_class_submission_review.md
- world_class_operator_runbook reports/world_class_operator_runbook.md
- world_class_operator_runbook_html reports/world_class_operator_runbook.html
- world_class_claim_guard reports/world_class_claim_guard.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
- skill_ir reports/skill-ir.json

## 触发实验

route scorecard is missing; run route-scorecard before release review

## 组合治理

skill atlas summary missing

## 输出实验

output eval scorecard missing

## 执行证据

output execution report missing

## 盲评包

blind A/B review pack missing

## 审定报告

review adjudication report missing

## 评审清单

先打开 reports/output_review_kit.md；每张卡片对应一个 blind A/B case，说明当前是否待判、答案是否仍隐藏、应填写的决策文件、有效字段和复跑命令。

当前没有输出评审操作清单。

## 发布标准

Governed 和 Library 至少需要 5 个 output eval cases，并覆盖 file-backed、near-neighbor、boundary case、execution evidence 和 blind A/B review pack。

## 人工结论

没有 reviewer 决策时只显示 pending；只有真实决策文件会进入一致率和分歧统计。

## 评审方式

先打开 reports/output_review_kit.html 做盲评，填入 reports/output_review_decisions.json，再用 reports/output_review_adjudication.md 核对答案 key。

## 运行方式

reports/output_execution_runs.md 会标明 recorded fixture、command run 或 model run；只有 provider runner 返回 model metadata 时才算 model-executed。

## 运行矩阵

runtime conformance matrix missing

## 目标编译

目标数
  5
通过数
  5
Warn Count
  0
Block Count
  0
失败数
  0

## 上下文

initial load n/a/n/a; deferred n/a/n/a; top deferred none; resource governance unknown; quality density n/a

## 编译证据

Review reports/compiled_targets.md before packaging to inspect target adapter modes, generated files, preserved semantics, warnings, and unsupported features.

## 信任报告

security trust report missing

## 安全边界

高风险 secret、远程 inline execution、缺失依赖策略或无法解释的脚本接口应阻断 governed release。

## Python 兼容

python compatibility report missing

## 解释器边界

CI 和发布审查以 Python 3.11 兼容为底线；本地更高版本允许的新语法不能绕过兼容门禁。

## 权限批准

permission governance evidence is missing because trust report is missing

## 批准策略

高权限能力需要 reviewer、scope、reason、expires_at 和 openai/claude/generic 目标端 enforcement 说明。

## 权限探针

runtime permission probe report is missing

## 运行边界

runtime permission probe summary missing

## 组合治理

skill atlas is missing; portfolio-level conflicts are unknown

## 下一动作

优先处理真实 portfolio 中的 duplicate names、stale skills、owner gaps，再用运营回路判断真实影响。

## 运营回路

0 metadata events; adoption 0; missed 0; bad-output 0; risk no-data

## 漂移信号

事件数
  0
采用率
  0
漏触发
  0
Bad Output Count
  0
风险带
  no-data

## 人工批准

warning 可以被有边界地接受，但必须写入 reviewer、理由、范围和到期时间；blocker 与 world-class 完成证据不能通过 waiver 变成通过。

## 批准概况

0 active waivers; 11 warning gates still need reviewer decision

## 批准台账

Waiver Count
  0
Active Count
  0
Expired Count
  0
Invalid Count
  0
覆盖 Gate
  0

### 批准候选

当前没有需要 reviewer 处理的批准候选。

## 世界证据

这里列出每个 world-class 证据项的当前状态、完成定义、证据来源、隐私约束和下一步；计划、metadata fallback、待评审和本地命令不会被当成完成证据。

当前没有 world-class 证据条目。

## 提交清单

每张卡片给出模板、提交文件、准备命令、校验命令、收集要求、通过条件和隐私边界；只有真实 provider、真人、原生权限或真实客户端证据通过 intake 后，才进入 ledger review。

当前没有 world-class 证据操作清单。

## 蓝图覆盖

Skill OS 2.0 blueprint coverage missing

## 覆盖边界

蓝图覆盖只证明 2.0 模块、建议 PR、脚本、报告和测试在本地闭环；public world-class 仍以 world-class evidence ledger 的真人和外部证据为准。

## 公开声明

benchmark reproducibility report missing

## 声明阻断

无公开声明阻断。

## 世界证据

world-class evidence ledger is optional until governed or public world-class readiness is claimed

## 证据台账

world-class evidence ledger missing

## 证据入口

world-class evidence intake missing

## 入口边界

intake 只校验证据包格式、来源、隐私和反过度声明；只有 ledger 看到真实 provider、真人、原生权限或真实客户端结果后，world-class 才能进入完成审计。

## 声明守卫

world-class claim guard missing

## 声明边界

claim guard 扫描 README、docs 和 reports 中的完成态表述；ledger 未 ready 时，任何英文完成断言、true 状态声明或中文完成态都会阻断发布审查。

## 注册审计

registry audit is optional until team distribution is required

## 包体元数据

registry package metadata missing

## 发布路线

promotion decisions are missing; release notes need reviewer confirmation

## 包体验证

package verification missing

## 安装模拟

install simulation missing

## 权限覆盖

安装模拟会读取解压后的 target adapter，并按 declared_capabilities 核对 security/permission_policy.json 中的有效批准、证据、过期时间和目标端 enforcement 说明。