yao-meta-skill
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.
- License 许可
- MIT
- 最近更新
- 2026-10-26
- Stars
- ★ 0
- Forks
- 0
01 前言 Front Matter
- name
- yao-meta-skill
- metadata
- { "author": "Yao Team", "philosophy": "structured design, evaluation loop, template ergonomics, operational packaging" }
- 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.
02 资源文件 153
- 参考文档.github/workflows/test.yml291 B
- 其他.gitignore108 B
- 参考文档agents/interface.yaml707 B
- 参考文档docs/README.fr-FR.md8.5 KB
- 参考文档docs/README.ja-JP.md8.5 KB
- 参考文档docs/README.ru-RU.md10.9 KB
- 参考文档docs/README.zh-CN.md6.8 KB
- 参考文档evals/adversarial/trigger_cases.json1.2 KB
- 参考文档evals/baseline_description.txt33 B
- 参考文档evals/blind_holdout/trigger_cases.json1.2 KB
- 参考文档evals/confusion/route_cases.json3.2 KB
- 参考文档evals/dev/trigger_cases.json3.8 KB
- 参考文档evals/failure-cases.md889 B
- 参考文档evals/history/2026-03-31-context-first-pack.json686 B
- 参考文档evals/history/2026-03-31-family-suite-expansion.json635 B
- 参考文档evals/history/2026-03-31-governance-quality-gates.json654 B
- 参考文档evals/history/2026-03-31-governed-assets-and-history.json699 B
- 参考文档evals/history/2026-04-01-route-scorecard-foundation.json769 B
- 参考文档evals/history/description_optimization/2026-03-31-description-optimization-suite.json1.4 KB
- 参考文档evals/history/description_optimization/2026-04-01-adversarial-calibration-and-family-drift.json11.8 KB
- 参考文档evals/history/description_optimization/2026-04-01-blind-holdout-and-drift-history.json3.0 KB
- 参考文档evals/history/description_optimization/2026-04-01-judge-backed-blind-eval.json14.8 KB
- 参考文档evals/history/description_optimization/README.md660 B
- 参考文档evals/history/README.md440 B
- 参考文档evals/holdout/trigger_cases.json2.4 KB
- 参考文档evals/improved_description.txt261 B
- 参考文档evals/packaging_expectations.json661 B
- 参考文档evals/promotion_policy.md2.1 KB
- 参考文档evals/README.md3.7 KB
- 参考文档evals/semantic_config.json6.3 KB
- 参考文档evals/train/trigger_cases.json4.5 KB
- 参考文档evals/trigger_cases.json10.2 KB
- 参考文档examples/complex-release-orchestrator/design-summary.md757 B
- 参考文档examples/complex-release-orchestrator/raw-workflow.md919 B
- 参考文档examples/evolution-frontend-review/eval-delta.md319 B
- 参考文档examples/evolution-frontend-review/raw-workflow.md220 B
- 参考文档examples/evolution-frontend-review/README.md291 B
- 参考文档examples/governed-incident-command/design-summary.md917 B
- 参考文档examples/governed-incident-command/optimization/adversarial/trigger_cases.json1.2 KB
- 参考文档examples/governed-incident-command/optimization/baseline_description.txt376 B
- 参考文档examples/governed-incident-command/optimization/blind_holdout/trigger_cases.json1.0 KB
- 参考文档examples/governed-incident-command/optimization/dev/trigger_cases.json1.2 KB
- 参考文档examples/governed-incident-command/optimization/holdout/trigger_cases.json927 B
- 参考文档examples/governed-incident-command/optimization/reports/description_optimization.json186.3 KB
- 参考文档examples/governed-incident-command/optimization/reports/description_optimization.md2.1 KB
- 参考文档examples/governed-incident-command/optimization/semantic_config.json3.1 KB
- 参考文档examples/governed-incident-command/raw-workflow.md794 B
- 参考文档examples/README.md1.6 KB
- 参考文档examples/simple-note-cleanup/design-summary.md268 B
- 参考文档examples/simple-note-cleanup/raw-workflow.md336 B
- 参考文档examples/team-frontend-review/design-summary.md350 B
- 参考文档examples/team-frontend-review/optimization/adversarial/trigger_cases.json1.2 KB
- 参考文档examples/team-frontend-review/optimization/baseline_description.txt210 B
- 参考文档examples/team-frontend-review/optimization/blind_holdout/trigger_cases.json941 B
- 参考文档examples/team-frontend-review/optimization/dev/trigger_cases.json1.5 KB
- 参考文档examples/team-frontend-review/optimization/holdout/trigger_cases.json934 B
- 参考文档examples/team-frontend-review/optimization/reports/description_optimization.json204.5 KB
- 参考文档examples/team-frontend-review/optimization/reports/description_optimization.md2.2 KB
- 参考文档examples/team-frontend-review/optimization/semantic_config.json3.2 KB
- 参考文档examples/team-frontend-review/raw-workflow.md356 B
- 参考文档failures/document-export-vs-agent-skill/cases.json664 B
- 参考文档failures/document-export-vs-agent-skill/README.md721 B
- 参考文档failures/explain-not-package/cases.json595 B
- 参考文档failures/explain-not-package/README.md718 B
- 参考文档failures/future-outline-vs-build/cases.json552 B
- 参考文档failures/future-outline-vs-build/README.md805 B
- 参考文档failures/one-off-vs-reusable/cases.json497 B
- 参考文档failures/one-off-vs-reusable/README.md713 B
- 参考文档failures/README.md493 B
- 许可证LICENSE1.0 KB
- 其他Makefile3.0 KB
- 参考文档manifest.json460 B
- 参考文档README.md22.0 KB
- 参考文档references/eval-playbook.md1.3 KB
- 参考文档references/gate-selection.md1.7 KB
- 参考文档references/governance.md3.0 KB
- 参考文档references/human-review-template.md989 B
- 参考文档references/non-skill-decision-tree.md955 B
- 参考文档references/operating-modes.md2.0 KB
- 参考文档references/packaging-contracts.md1.0 KB
- 参考文档references/platform-capability-matrix.md1.4 KB
- 参考文档references/qa-ladder.md1.3 KB
- 参考文档references/regression-cause-taxonomy.md2.6 KB
- 参考文档references/resource-boundaries.md3.4 KB
- 参考文档references/skill-archetypes.md1.5 KB
- 参考文档references/skill-engineering-method.md3.0 KB
- 参考文档reports/candidate_registry.json29.0 KB
- 参考文档reports/candidate_registry.md2.3 KB
- 参考文档reports/context_budget_summary.json1.0 KB
- 参考文档reports/context_budget.json421 B
- 参考文档reports/context_budget.md600 B
- 参考文档reports/description_drift_history.md4.9 KB
- 参考文档reports/description_optimization_suite.json14.3 KB
- 参考文档reports/description_optimization_suite.md1.1 KB
- 参考文档reports/description_optimization.json321.1 KB
- 参考文档reports/description_optimization.md2.3 KB
- 参考文档reports/eval_suite.json126.3 KB
- 参考文档reports/family_summary.md1.3 KB
- 参考文档reports/governance_score.json701 B
- 参考文档reports/iteration_bundles/governed-incident-command/bundle.json5.2 KB
- 参考文档reports/iteration_bundles/governed-incident-command/bundle.md2.2 KB
- 参考文档reports/iteration_bundles/governed-incident-command/review.md600 B
- 参考文档reports/iteration_bundles/team-frontend-review/bundle.json5.2 KB
- 参考文档reports/iteration_bundles/team-frontend-review/bundle.md2.2 KB
- 参考文档reports/iteration_bundles/team-frontend-review/review.md670 B
- 参考文档reports/iteration_bundles/yao-meta-skill/bundle.json5.4 KB
- 参考文档reports/iteration_bundles/yao-meta-skill/bundle.md2.2 KB
- 参考文档reports/iteration_bundles/yao-meta-skill/review.md762 B
- 参考文档reports/iteration_ledger.md4.8 KB
- 参考文档reports/portability_score.json641 B
- 参考文档reports/portability_score.md554 B
- 参考文档reports/promotion_decisions.json29.1 KB
- 参考文档reports/promotion_decisions.md875 B
- 参考文档reports/regression_history.md1.1 KB
- 参考文档reports/route_scorecard.json16.6 KB
- 参考文档reports/route_scorecard.md875 B
- 脚本scripts/build_confusion_matrix.py10.2 KB
- 脚本scripts/context_sizer.py4.1 KB
- 脚本scripts/create_iteration_snapshot.py7.9 KB
- 脚本scripts/cross_packager.py14.2 KB
- 脚本scripts/diff_eval.py970 B
- 脚本scripts/governance_check.py7.6 KB
- 脚本scripts/init_skill.py1.9 KB
- 脚本scripts/judge_blind_eval.py9.6 KB
- 脚本scripts/lint_skill.py1.5 KB
- 脚本scripts/optimize_description.py31.7 KB
- 脚本scripts/promotion_checker.py18.1 KB
- 脚本scripts/render_context_reports.py3.0 KB
- 脚本scripts/render_description_drift_history.py4.7 KB
- 脚本scripts/render_eval_dashboard.py4.5 KB
- 脚本scripts/render_iteration_ledger.py5.2 KB
- 脚本scripts/render_portability_report.py4.7 KB
- 脚本scripts/render_regression_history.py1.9 KB
- 脚本scripts/resource_boundary_check.py6.9 KB
- 脚本scripts/run_description_optimization_suite.py18.4 KB
- 脚本scripts/run_eval_suite.py3.6 KB
- 脚本scripts/trigger_eval.py11.6 KB
- 脚本scripts/validate_skill.py4.0 KB
- 脚本scripts/yao.py17.5 KB
- 其他templates/basic_skill.md.j2544 B
- 其他templates/complex_skill.md.j21.0 KB
- 参考文档tests/snapshots/claude_adapter.json350 B
- 参考文档tests/snapshots/generic_adapter.json355 B
- 参考文档tests/snapshots/openai_adapter.json359 B
- 脚本tests/verify_adapter_snapshots.py2.6 KB
- 脚本tests/verify_description_optimization.py7.6 KB
- 脚本tests/verify_failure_regressions.py1.8 KB
- 脚本tests/verify_packager_failures.py2.6 KB
- 脚本tests/verify_portability_report.py1.2 KB
- 脚本tests/verify_promotion_checker.py2.0 KB
- 脚本tests/verify_quality_checks.py4.2 KB
- 脚本tests/verify_route_confusion.py890 B
- 脚本tests/verify_yao_cli.py3.1 KB
03 SKILL.md 正文
Yao Meta Skill
Build reusable skill packages, not long prompts.
Router Rules
- Route by frontmatter
descriptionfirst. - Keep
SKILL.mdto routing plus the minimal execution skeleton. - Push long guidance to
references/, deterministic logic toscripts/, and evidence toreports/. - Use the lightest process that still makes the skill reliable.
Modes
Scaffold: exploratory or personal.Production: team reuse with focused gates.Library: shared infrastructure or meta skill.
Mode rules: Operating Modes, QA Ladder, Resource Boundary Spec, Skill Engineering Method.
Compact Workflow
- Decide whether the request should become a skill, then choose the lightest archetype.
- Capture the recurring job, outputs, trigger phrases, and exclusions.
- Write the
descriptionearly, then test route quality before expanding the package. - Add only the folders and gates that earn their keep:
trigger_eval.py,optimize_description.py,judge_blind_eval.py,resource_boundary_check.py,governance_check.py,cross_packager.py.
Playbooks: Skill Engineering Method, Skill Archetypes, Gate Selection, Non-Skill Decision Tree, Operating Modes, Trigger And Eval Playbook.
Output Contract
Unless the user asks otherwise, produce:
- a working skill directory
- a trigger-aware
SKILL.md - aligned
agents/interface.yaml - optional
references/,scripts/,evals/,reports/, andmanifest.jsononly when justified - a short summary of boundary, exclusions, gates, and next steps
Reference Map
04 同仓库更多 Skills
youtube-clipper
YouTube 视频智能剪辑工具。下载视频和字幕,AI 分析生成精细章节(几分钟级别), 用户选择片段后自动剪辑、翻译字幕为中英双语、烧录字幕到视频,并生成总结文案。 使用场景:当用户需要剪辑 YouTube 视频、生成短视频片段、制作双语字幕版本时。 关键词:视频剪辑、YouTube、字幕翻译、双语字幕、视频下载、clip video
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
vercel-react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
ui-test
AI-powered adversarial UI testing via the browse CLI. Analyzes git diffs to test only what changed, or explores the full app to find bugs. Tests functional correctness, accessibility, responsive layout, and UX heuristics. Use when the user asks to test UI changes, QA a pull request, audit accessibility, or run exploratory testing. Supports local browser (localhost) and remote Browserbase (deployed sites).
technical-seo-checker
Use when the user asks to "technical SEO audit", "check page speed", "crawl issues", "Core Web Vitals", "site indexing problems", "my site is slow", "Google cannot crawl my site", "mobile issues", or "indexing problems". Performs technical SEO audits covering site speed, crawlability, indexability, mobile-friendliness, security, and structured data. Identifies technical issues preventing optimal search performance. For content and heading element issues, see on-page-seo-auditor. For link architecture, see internal-linking-optimizer.
tailwind-css-patterns
Comprehensive Tailwind CSS utility-first styling patterns including responsive design, layout utilities, flexbox, grid, spacing, typography, colors, and modern CSS best practices. Use when styling React/Vue/Svelte components, building responsive layouts, implementing design systems, or optimizing CSS workflow.