Files
yao-meta-skill/scripts/render_review_studio.py
T
2026-06-13 12:59:07 +08:00

721 lines
26 KiB
Python

#!/usr/bin/env python3
import argparse
import html
import json
import os
from pathlib import Path
from typing import Any
try:
import yaml
except ImportError: # pragma: no cover
yaml = None
ROOT = Path(__file__).resolve().parent.parent
def load_json(path: Path) -> dict[str, Any]:
if not path.exists():
return {}
try:
payload = json.loads(path.read_text(encoding="utf-8"))
except json.JSONDecodeError:
return {}
return payload if isinstance(payload, dict) else {}
def load_yaml(path: Path) -> dict[str, Any]:
if not path.exists() or yaml is None:
return {}
payload = yaml.safe_load(path.read_text(encoding="utf-8")) or {}
return payload if isinstance(payload, dict) else {}
def parse_frontmatter(path: Path) -> dict[str, Any]:
if not path.exists():
return {}
lines = path.read_text(encoding="utf-8", errors="replace").splitlines()
if not lines or lines[0].strip() != "---":
return {}
try:
end_index = lines[1:].index("---") + 1
except ValueError:
return {}
text = "\n".join(lines[1:end_index])
if yaml is not None:
payload = yaml.safe_load(text) or {}
return payload if isinstance(payload, dict) else {}
data = {}
for line in text.splitlines():
if ":" in line:
key, value = line.split(":", 1)
data[key.strip()] = value.strip().strip('"')
return data
def display_path(skill_dir: Path, path: Path) -> str:
try:
return str(path.resolve().relative_to(skill_dir.resolve()))
except ValueError:
try:
return str(path.resolve().relative_to(ROOT.resolve()))
except ValueError:
return str(path.resolve())
def link_from(output_html: Path, target: Path) -> str:
return os.path.relpath(target.resolve(), output_html.parent.resolve())
def report_link(output_html: Path, skill_dir: Path, rel_path: str) -> str:
return link_from(output_html, skill_dir / rel_path)
def gate(key: str, label: str, status: str, detail: str, evidence: str, link: str = "") -> dict[str, str]:
return {
"key": key,
"label": label,
"status": status,
"detail": detail,
"evidence": evidence,
"link": link,
}
def status_label(status: str) -> str:
return {"pass": "通过", "warn": "关注", "block": "阻断"}.get(status, status)
def add_blockers_from_gate(gates: list[dict[str, str]]) -> tuple[list[dict[str, str]], list[dict[str, str]]]:
blockers = [item for item in gates if item["status"] == "block"]
warnings = [item for item in gates if item["status"] == "warn"]
return blockers, warnings
def target_maturity(skill_dir: Path, overview: dict[str, Any]) -> str:
manifest = load_json(skill_dir / "manifest.json")
if manifest.get("maturity_tier"):
return str(manifest["maturity_tier"])
metadata = overview.get("metadata", {}) if isinstance(overview, dict) else {}
if metadata.get("maturity_tier"):
return str(metadata["maturity_tier"])
return "scaffold"
def min_output_cases(maturity: str) -> int:
if maturity in {"library", "governed"}:
return 5
if maturity == "production":
return 3
return 1
def build_gates(skill_dir: Path, output_html: Path, data: dict[str, dict[str, Any]]) -> list[dict[str, str]]:
overview = data["overview"]
maturity = target_maturity(skill_dir, overview)
gates: list[dict[str, str]] = []
intent = data["intent_confidence"]
intent_score = int(intent.get("score", 0) or 0)
intent_status = "pass" if intent.get("gate_passed") or intent_score >= 75 else "warn"
gates.append(
gate(
"intent-canvas",
"意图画布",
intent_status,
f"intent confidence {intent_score}/100; {intent.get('recommended_action', 'review current intent frame')}",
"reports/intent-confidence.json",
report_link(output_html, skill_dir, "reports/intent-confidence.md"),
)
)
route = data["route_scorecard"]
route_summary = route.get("summary", {})
misroutes = int(route_summary.get("misroute_count", len(route.get("misroutes", []))) or 0)
ambiguous = int(route_summary.get("ambiguous_case_count", len(route.get("ambiguous_cases", []))) or 0)
if not route:
route_status = "warn"
route_detail = "route scorecard is missing; run route-scorecard before release review"
else:
route_status = "block" if misroutes else ("warn" if ambiguous else "pass")
route_detail = f"{route_summary.get('total_cases', 0)} trigger cases; {misroutes} misroutes; {ambiguous} ambiguous"
gates.append(
gate(
"trigger-lab",
"触发实验",
route_status,
route_detail,
"reports/route_scorecard.json",
report_link(output_html, skill_dir, "reports/route_scorecard.md"),
)
)
output = data["output_quality"]
output_summary = output.get("summary", {})
required_cases = min_output_cases(maturity)
case_count = int(output_summary.get("case_count", 0) or 0)
file_backed = int(output_summary.get("file_backed_case_count", 0) or 0)
near_neighbor = int(output_summary.get("near_neighbor_case_count", 0) or 0)
boundary = int(output_summary.get("boundary_case_count", 0) or 0)
output_blocked = not output.get("ok", False) or not output_summary.get("gate_pass", False) or case_count < required_cases
output_warn = file_backed == 0 or near_neighbor == 0 or boundary == 0
if not output:
output_status = "warn"
output_detail = "output eval scorecard is missing; generate it before production review"
else:
output_status = "block" if output_blocked else ("warn" if output_warn else "pass")
output_detail = (
f"{case_count}/{required_cases} cases; with-skill {output_summary.get('with_skill_pass_rate', 0)}; "
f"baseline {output_summary.get('baseline_pass_rate', 0)}; file-backed {file_backed}; near-neighbor {near_neighbor}"
)
gates.append(
gate(
"output-lab",
"输出实验",
output_status,
output_detail,
"reports/output_quality_scorecard.json",
report_link(output_html, skill_dir, "reports/output_quality_scorecard.md"),
)
)
context = data["context_budget"]
context_stats = context.get("stats", {})
context_status = "pass" if context.get("ok") else "block"
if context.get("warnings"):
context_status = "warn" if context_status == "pass" else context_status
if not context:
context_status = "warn"
context_detail = (
f"initial load {context_stats.get('estimated_initial_load_tokens', 'n/a')}/"
f"{context_stats.get('context_budget_limit', 'n/a')}; quality density {context_stats.get('quality_density', 'n/a')}"
)
gates.append(
gate(
"context-budget",
"上下文",
context_status,
context_detail,
"reports/context_budget.json",
report_link(output_html, skill_dir, "reports/context_budget.md"),
)
)
conformance = data["conformance"]
conformance_summary = conformance.get("summary", {})
fail_count = int(conformance_summary.get("fail_count", 0) or 0)
if not conformance:
conformance_status = "warn"
conformance_detail = "runtime conformance matrix is missing"
else:
conformance_status = "block" if fail_count else "pass"
conformance_detail = f"{conformance_summary.get('pass_count', 0)} / {conformance_summary.get('target_count', 0)} targets pass"
gates.append(
gate(
"runtime-matrix",
"运行矩阵",
conformance_status,
conformance_detail,
"reports/conformance_matrix.json",
report_link(output_html, skill_dir, "reports/conformance_matrix.md"),
)
)
trust = data["trust"]
trust_summary = trust.get("summary", {})
if not trust:
trust_status = "warn"
trust_detail = "security trust report is missing"
else:
trust_status = "block" if trust.get("failures") else ("warn" if trust.get("warnings") else "pass")
trust_detail = (
f"{trust_summary.get('secret_findings', 0)} secrets; "
f"{trust_summary.get('script_count', 0)} scripts; "
f"{trust_summary.get('network_script_count', 0)} network-capable scripts"
)
gates.append(
gate(
"trust-report",
"信任报告",
trust_status,
trust_detail,
"reports/security_trust_report.json",
report_link(output_html, skill_dir, "reports/security_trust_report.md"),
)
)
atlas = data["atlas"]
atlas_summary = atlas.get("summary", {})
atlas_issues = int(atlas_summary.get("route_collision_count", 0) or 0) + int(atlas_summary.get("owner_gap_count", 0) or 0)
if not atlas:
atlas_status = "warn"
atlas_detail = "skill atlas is missing; portfolio-level conflicts are unknown"
else:
atlas_status = "warn" if atlas_issues else "pass"
atlas_detail = (
f"{atlas_summary.get('skill_count', 0)} skills; "
f"{atlas_summary.get('route_collision_count', 0)} route collisions; "
f"{atlas_summary.get('owner_gap_count', 0)} owner gaps; "
f"{atlas_summary.get('stale_count', 0)} stale"
)
gates.append(
gate(
"skill-atlas",
"组合治理",
atlas_status,
atlas_detail,
"reports/skill_atlas.json",
report_link(output_html, skill_dir, "reports/skill_atlas.html"),
)
)
promotion = data["promotion"]
migration_path = ROOT / "docs" / "migration-v2.md"
if promotion:
promotion_summary = promotion.get("summary", {})
blocked = int(promotion_summary.get("blocked", 0) or 0)
release_status = "block" if blocked else "pass"
release_detail = f"{promotion_summary.get('promote', 0)} promote; {promotion_summary.get('keep_current', 0)} keep current; {blocked} blocked"
else:
release_status = "warn"
release_detail = "promotion decisions are missing; release notes need reviewer confirmation"
gates.append(
gate(
"release-notes",
"发布路线",
release_status,
release_detail,
"reports/promotion_decisions.json + docs/migration-v2.md",
report_link(output_html, skill_dir, "reports/promotion_decisions.md") if promotion else str(migration_path),
)
)
return gates
def weighted_score(gates: list[dict[str, str]]) -> int:
weights = {
"trigger-lab": 15,
"output-lab": 20,
"context-budget": 10,
"runtime-matrix": 10,
"trust-report": 10,
"skill-atlas": 10,
"release-notes": 10,
"intent-canvas": 10,
}
earned = 0.0
total = 0.0
for item in gates:
weight = weights.get(item["key"], 5)
total += weight
if item["status"] == "pass":
earned += weight
elif item["status"] == "warn":
earned += weight * 0.6
return int(round(earned / total * 100)) if total else 0
def evidence_paths(skill_dir: Path) -> dict[str, str]:
rels = {
"skill_overview": "reports/skill-overview.html",
"review_viewer": "reports/review-viewer.html",
"output_eval": "reports/output_quality_scorecard.md",
"runtime_conformance": "reports/conformance_matrix.md",
"trust_report": "reports/security_trust_report.md",
"skill_atlas": "reports/skill_atlas.html",
"migration": "docs/migration-v2.md",
"skill_ir": "reports/skill-ir.json",
}
return {key: rel for key, rel in rels.items() if (skill_dir / rel).exists() or (ROOT / rel).exists()}
def load_review_data(skill_dir: Path) -> dict[str, dict[str, Any]]:
reports = skill_dir / "reports"
return {
"overview": load_json(reports / "skill-overview.json"),
"intent_confidence": load_json(reports / "intent-confidence.json"),
"intent_dialogue": load_json(reports / "intent-dialogue.json"),
"route_scorecard": load_json(reports / "route_scorecard.json"),
"output_quality": load_json(reports / "output_quality_scorecard.json"),
"conformance": load_json(reports / "conformance_matrix.json"),
"trust": load_json(reports / "security_trust_report.json"),
"context_budget": load_json(reports / "context_budget.json"),
"promotion": load_json(reports / "promotion_decisions.json"),
"atlas": load_json(reports / "skill_atlas.json"),
"manifest": load_json(skill_dir / "manifest.json"),
"frontmatter": parse_frontmatter(skill_dir / "SKILL.md"),
"interface": load_yaml(skill_dir / "agents" / "interface.yaml"),
}
def insight_cards(data: dict[str, dict[str, Any]]) -> list[dict[str, str]]:
overview = data["overview"]
output = data["output_quality"].get("summary", {})
conformance = data["conformance"].get("summary", {})
trust = data["trust"].get("summary", {})
atlas = data["atlas"].get("summary", {})
cards = [
{
"label": "Skill IR",
"value": str(overview.get("skill_ir", {}).get("schema_version", "missing")),
"detail": f"{overview.get('skill_ir', {}).get('target_count', 0)} targets in platform-neutral contract",
},
{
"label": "Output Delta",
"value": str(output.get("delta", "n/a")),
"detail": f"{output.get('case_count', 0)} cases; {output.get('file_backed_case_count', 0)} file-backed",
},
{
"label": "Runtime",
"value": f"{conformance.get('pass_count', 0)}/{conformance.get('target_count', 0)}",
"detail": "target conformance pass rate",
},
{
"label": "Trust",
"value": str(trust.get("secret_findings", 0)),
"detail": f"{trust.get('script_count', 0)} scripts scanned; secrets found",
},
{
"label": "Atlas",
"value": str(atlas.get("route_collision_count", 0)),
"detail": f"{atlas.get('skill_count', 0)} scanned skills; route collisions",
},
]
return cards
def render_gate_list(gates: list[dict[str, str]]) -> str:
items = []
for item in gates:
link_html = f"<a href='{html.escape(item['link'])}'>证据</a>" if item.get("link") else ""
items.append(
"<article class='gate "
+ html.escape(item["status"])
+ "'>"
f"<div><span>{html.escape(status_label(item['status']))}</span><h3>{html.escape(item['label'])}</h3></div>"
f"<p>{html.escape(item['detail'])}</p>"
f"<footer>{html.escape(item['evidence'])} {link_html}</footer>"
"</article>"
)
return "".join(items)
def render_insights(cards: list[dict[str, str]]) -> str:
return "".join(
(
"<article class='metric'>"
f"<span>{html.escape(item['label'])}</span>"
f"<strong>{html.escape(item['value'])}</strong>"
f"<p>{html.escape(item['detail'])}</p>"
"</article>"
)
for item in cards
)
def render_issue_list(title: str, items: list[dict[str, str]]) -> str:
if not items:
return f"<section><h2>{html.escape(title)}</h2><p class='muted'>无。</p></section>"
body = "".join(
(
"<li>"
f"<strong>{html.escape(item['label'])}</strong>"
f"<span>{html.escape(item['detail'])}</span>"
"</li>"
)
for item in items
)
return f"<section><h2>{html.escape(title)}</h2><ul class='issues'>{body}</ul></section>"
def render_html(report: dict[str, Any]) -> str:
summary = report["summary"]
gates = report["gates"]
blockers = report["blockers"]
warnings = report["warnings"]
insights = insight_cards(report["data"])
overview = report["data"]["overview"]
manifest = report["data"]["manifest"]
frontmatter = report["data"]["frontmatter"]
title = overview.get("display_name") or overview.get("title") or frontmatter.get("name") or manifest.get("name") or "Skill"
description = overview.get("description") or frontmatter.get("description", "")
nav = [
("#overview", "审查总览"),
("#intent", "意图画布"),
("#trigger", "触发实验"),
("#output", "输出实验"),
("#runtime", "运行矩阵"),
("#trust", "信任报告"),
("#atlas", "组合治理"),
("#release", "发布路线"),
]
nav_html = "".join(f"<a href='{href}'>{label}</a>" for href, label in nav)
gates_html = render_gate_list(gates)
metrics_html = render_insights(insights)
blockers_html = render_issue_list("阻断事项", blockers)
warnings_html = render_issue_list("关注事项", warnings)
output_summary = report["data"]["output_quality"].get("summary", {})
conformance_summary = report["data"]["conformance"].get("summary", {})
trust_summary = report["data"]["trust"].get("summary", {})
atlas_summary = report["data"]["atlas"].get("summary", {})
evidence_html = "".join(
f"<li><strong>{html.escape(key)}</strong><span>{html.escape(value)}</span></li>"
for key, value in report["evidence_paths"].items()
)
return f"""<!DOCTYPE html>
<html lang="zh-CN">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>{html.escape(str(title))} Review Studio 2.0</title>
<style>
:root {{
--ink: #1B365D;
--text: #24201d;
--muted: #746d66;
--line: #e7ded2;
--soft: #faf8f5;
--pass: #1e6b52;
--warn: #9a6718;
--block: #9b2c2c;
}}
* {{ box-sizing: border-box; }}
html {{ scroll-behavior: smooth; }}
body {{
margin: 0;
background: #ffffff;
color: var(--text);
font-family: Georgia, "Times New Roman", "Songti SC", serif;
line-height: 1.58;
}}
nav {{
position: sticky;
top: 0;
z-index: 10;
display: flex;
gap: 4px;
justify-content: center;
flex-wrap: wrap;
padding: 10px 16px;
background: rgba(255,255,255,0.94);
border-bottom: 1px solid var(--line);
backdrop-filter: blur(10px);
}}
nav a {{
color: var(--ink);
text-decoration: none;
font-size: 14px;
padding: 7px 10px;
border-radius: 6px;
}}
nav a:hover {{ background: var(--soft); }}
main {{ max-width: 1180px; margin: 0 auto; padding: 44px 28px 76px; }}
header {{ border-bottom: 1px solid var(--line); padding-bottom: 28px; margin-bottom: 28px; }}
.eyebrow {{ color: var(--ink); font-size: 14px; letter-spacing: .08em; text-transform: uppercase; }}
h1, h2, h3 {{ color: var(--text); font-weight: 500; margin: 0; letter-spacing: 0; }}
h1 {{ font-size: clamp(34px, 5vw, 64px); line-height: 1.03; max-width: 920px; margin-top: 12px; }}
h2 {{ font-size: 30px; margin-bottom: 14px; }}
h3 {{ font-size: 19px; }}
p {{ margin: 0; }}
.lede {{ max-width: 820px; color: var(--muted); font-size: 20px; margin-top: 18px; }}
.decision {{
display: inline-flex;
align-items: baseline;
gap: 12px;
margin-top: 24px;
padding: 12px 16px;
border: 1px solid var(--line);
border-radius: 8px;
color: var(--ink);
background: var(--soft);
}}
.decision strong {{ font-size: 28px; }}
section {{ padding: 30px 0; border-bottom: 1px solid var(--line); scroll-margin-top: 76px; }}
.metrics, .gates {{
display: grid;
grid-template-columns: repeat(5, minmax(0, 1fr));
gap: 14px;
}}
.gates {{ grid-template-columns: repeat(4, minmax(0, 1fr)); }}
.metric, .gate {{
border: 1px solid var(--line);
border-radius: 8px;
padding: 16px;
background: #fff;
min-width: 0;
}}
.metric span, .gate span {{ display: block; color: var(--muted); font-size: 13px; }}
.metric strong {{ display: block; color: var(--ink); font-size: 34px; line-height: 1.1; margin: 8px 0; }}
.metric p, .gate p, .gate footer, .issues span, .evidence span {{ color: var(--muted); font-size: 14px; overflow-wrap: anywhere; }}
.gate {{ display: flex; flex-direction: column; gap: 10px; }}
.gate.pass {{ border-top: 4px solid var(--pass); }}
.gate.warn {{ border-top: 4px solid var(--warn); }}
.gate.block {{ border-top: 4px solid var(--block); }}
.gate footer {{ border-top: 1px solid var(--line); padding-top: 10px; }}
a {{ color: var(--ink); }}
.twocol {{
display: grid;
grid-template-columns: minmax(0, 1fr) minmax(0, 1fr);
gap: 22px;
align-items: start;
}}
.panel {{
border: 1px solid var(--line);
border-radius: 8px;
padding: 18px;
background: #fff;
}}
.panel p {{ color: var(--muted); }}
.issues, .evidence {{
list-style: none;
padding: 0;
margin: 0;
display: grid;
gap: 12px;
}}
.issues li, .evidence li {{
border-left: 3px solid var(--line);
padding-left: 12px;
display: grid;
gap: 3px;
}}
.muted {{ color: var(--muted); }}
@media (max-width: 980px) {{
.metrics, .gates, .twocol {{ grid-template-columns: 1fr; }}
main {{ padding: 32px 18px 60px; }}
nav {{ justify-content: flex-start; overflow-x: auto; flex-wrap: nowrap; }}
nav a {{ flex: 0 0 auto; }}
}}
</style>
</head>
<body>
<nav>{nav_html}</nav>
<main>
<header id="overview">
<div class="eyebrow">Review Studio 2.0</div>
<h1>{html.escape(str(title))}</h1>
<p class="lede">{html.escape(str(description))}</p>
<div class="decision">
<span>审查结论</span>
<strong>{html.escape(summary['decision'])}</strong>
<span>Score {html.escape(str(summary['world_class_score']))}/100</span>
</div>
</header>
<section>
<h2>核心指标</h2>
<div class="metrics">{metrics_html}</div>
</section>
<section>
<h2>审查闸门</h2>
<div class="gates">{gates_html}</div>
</section>
<div class="twocol">
{blockers_html}
{warnings_html}
</div>
<section id="intent" class="twocol">
<div class="panel">
<h2>意图画布</h2>
<p>{html.escape(str(report['data']['intent_confidence'].get('anchor_sentence', description)))}</p>
</div>
<div class="panel">
<h2>证据路径</h2>
<ul class="evidence">{evidence_html}</ul>
</div>
</section>
<section id="trigger" class="twocol">
<div class="panel"><h2>触发实验</h2><p>{html.escape(gates[1]['detail'])}</p></div>
<div class="panel"><h2>组合治理</h2><p>{html.escape(str(atlas_summary))}</p></div>
</section>
<section id="output" class="twocol">
<div class="panel"><h2>输出实验</h2><p>{html.escape(str(output_summary))}</p></div>
<div class="panel"><h2>发布标准</h2><p>Governed 和 Library 至少需要 5 个 output eval cases,并覆盖 file-backed、near-neighbor 和 boundary case。</p></div>
</section>
<section id="runtime" class="twocol">
<div class="panel"><h2>运行矩阵</h2><p>{html.escape(str(conformance_summary))}</p></div>
<div class="panel"><h2>上下文</h2><p>{html.escape(gates[3]['detail'])}</p></div>
</section>
<section id="trust" class="twocol">
<div class="panel"><h2>信任报告</h2><p>{html.escape(str(trust_summary))}</p></div>
<div class="panel"><h2>安全边界</h2><p>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。</p></div>
</section>
<section id="atlas" class="twocol">
<div class="panel"><h2>组合治理</h2><p>{html.escape(gates[6]['detail'])}</p></div>
<div class="panel"><h2>下一动作</h2><p>优先处理真实 portfolio 中的 duplicate names、stale skills、owner gaps,再做 registry 或 telemetry。</p></div>
</section>
<section id="release" class="twocol">
<div class="panel"><h2>发布路线</h2><p>{html.escape(gates[7]['detail'])}</p></div>
<div class="panel"><h2>世界级缺口</h2><p>下一阶段应继续推进 IR-first compiler、registry audit、telemetry drift loop,以及更严格的 governed trust gates。</p></div>
</section>
</main>
</body>
</html>
"""
def render_review_studio(skill_dir: Path, output_html: Path | None = None, output_json: Path | None = None) -> dict[str, Any]:
skill_dir = skill_dir.resolve()
reports_dir = skill_dir / "reports"
reports_dir.mkdir(parents=True, exist_ok=True)
output_html = output_html or reports_dir / "review-studio.html"
output_json = output_json or reports_dir / "review-studio.json"
data = load_review_data(skill_dir)
gates = build_gates(skill_dir, output_html, data)
blockers, warnings = add_blockers_from_gate(gates)
score = weighted_score(gates)
decision = "blocked" if blockers else ("review" if warnings else "ready")
report = {
"schema_version": "2.0",
"ok": True,
"skill_dir": display_path(skill_dir, skill_dir),
"summary": {
"decision": decision,
"world_class_score": score,
"gate_count": len(gates),
"blocker_count": len(blockers),
"warning_count": len(warnings),
},
"gates": gates,
"blockers": blockers,
"warnings": warnings,
"evidence_paths": evidence_paths(skill_dir),
"data": data,
"artifacts": {
"html": display_path(skill_dir, output_html),
"json": display_path(skill_dir, output_json),
},
}
output_html.write_text(render_html(report), encoding="utf-8")
output_json.write_text(json.dumps(report, ensure_ascii=False, indent=2) + "\n", encoding="utf-8")
return {key: value for key, value in report.items() if key != "data"}
def main() -> None:
parser = argparse.ArgumentParser(description="Render Review Studio 2.0 for a skill package.")
parser.add_argument("skill_dir", nargs="?", default=".")
parser.add_argument("--output-html")
parser.add_argument("--output-json")
args = parser.parse_args()
payload = render_review_studio(
Path(args.skill_dir),
output_html=Path(args.output_html).resolve() if args.output_html else None,
output_json=Path(args.output_json).resolve() if args.output_json else None,
)
print(json.dumps(payload, ensure_ascii=False, indent=2))
if __name__ == "__main__":
main()