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agentic-skills
Use this skill when >
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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Use this skill when >
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Assist with Colibri: pure-C LLM inference engine for running GLM-5.2 (744B MoE) on consumer machines with ~25 GB RAM. Use when setting up, building, converting models, running inference, configuring expert streaming and caching, optimizing speculative decoding (MTP), GPU integration, and integrating Colibri into production pipelines. Includes build setup, model download & conversion, chat/inference modes, performance tuning, and API integration patterns.
Discover and apply curated prompts from the prompts.chat collection to optimize AI interactions. Use when refining prompt engineering, finding domain-specific prompt templates, improving response quality, or building prompt-based workflows. Triggers on: prompt optimization, prompt templates, prompt engineering, prompt library, curated prompts, prompt discovery, and AI prompt patterns.
Turn ONE topic into a finished Vox-style paper-collage explainer / ad video, end to end on the Atlas Cloud API + local ffmpeg — script, collage keyframes, motion, voice-over, music, captions, all automated. Use this whenever the user wants a "Vox style" video, a paper/torn-paper collage animation, a "motion collage", a narrated explainer or short ad built from AI-generated collage posters, a scrapbook-style tribute, or wants to turn a topic / product / person into a punchy narrated collage video — even if they don't say the word "Vox". Also use when reproducing Stav Zilber / rom1trs / Higgsfield-style collage ad workflows, or when the user asks for a motion collage or a scrapbook-style tribute. Triggers: "vox video", "collage video", "motion collage", "paper collage explainer", "make a collage ad", "turn this topic into a collage video".
Assist with Motion Previs Studio v4: a cross-platform desktop app for AI-film previsualization. Use when setting up, configuring, troubleshooting, or extending motion-previs-studio for pose extraction, depth mapping, camera motion solving, control layer export, and bundle production for AI-video workflows (Seedance, ComfyUI, Blender, Runway, Kling). Includes build setup, feature integration, UI/logic debugging, and export pipeline optimization.
Work with Lapian Notes / 拉片笔记 (github.com/bkingfilm/lapian-notes) — a local- first React/Vite tool that turns a film into an editable shot-by-shot study notebook: local frame extraction, AI-assisted structure analysis (bring your own AI, no API key required), story-line swimlane timeline, structure tree, and audience-emotion curve. Use when the user asks about Lapian Notes, "拉片笔记", "拉片" (shot-by-shot film analysis) tooling, cloning/running this repo (npm run dev, run.bat/run.command), the AI-analysis-package (ZIP) round-trip workflow, or contributing a PR to lapian-notes. Not for generic video editing (use `opencut` for that) or generic film-analysis theory unrelated to this codebase.
Set up, run, and contribute to TokHub (github.com/yaojingang/TokHub) — an open-source AI API relay monitoring, recommendation, and OpenAI-compatible gateway system with L1/L2/L3 channel health probing, usage metering, alerts, audit, and Docker self-hosting. Use when the user asks about TokHub, "AI API 中转站监控", cloning/running the Go + React monorepo (TOKHUB_ROLE, sqlc, TimescaleDB, NATS), the L1/L2/L3 probe algorithm, the OpenAI-compatible `/gateway/v1/*` endpoint, or contributing a PR to TokHub. Do not use for connecting a running agent to a live TokHub instance's own API (that is covered by the project's own bundled `agent-skills/tokhub` skill inside the TokHub repo, not this one).
| name | agentic-skills |
| description | Use this skill when > |
| license | MIT |
| compatibility | > |
| allowed-tools | Bash Read Write Edit Glob Grep WebFetch Agent |
| metadata | {"tags":"agentic-skills, production-engineering, spec-driven, tdd, code-review, security, performance, git-workflow, ci-cd, google-practices","version":1,"source":"https://github.com/addyosmani/agent-skills","plugin":"addyosmani/agent-skills"} |
Keyword:
agentic-skills·/spec·/plan·/build·/test·/review·/code-simplify·/ship"Seems right is never sufficient." — ground every output in measurable verification.
agentic-skills is a production-grade engineering framework that encodes the workflows, quality gates, and best practices senior engineers use when building software. It draws from Google's engineering culture (Software Engineering at Google): trunk-based development, Shift Left testing, Hyrum's Law, Chesterton's Fence, and the code-as-liability mindset.
Plugin install (Claude Code):
/plugin marketplace add addyosmani/agent-skills
/plugin install agent-skills@addy-agent-skills
jeo, omc, or harnesssurveyharness/plugin marketplace add addyosmani/agent-skills
/plugin install agent-skills@addy-agent-skills
# Or via HTTPS:
/plugin marketplace add https://github.com/addyosmani/agent-skills.git
gemini skills install https://github.com/addyosmani/agent-skills.git --path skills
Copy the contents of each skills/*.md file into .cursor/rules/ or the editor's rules configuration.
Uses agent-driven execution via AGENTS.md in the repo root.
git clone https://github.com/addyosmani/agent-skills.git
# Reference skill files from the local path
Choose the phase that matches the current work. Each phase maps to one or more slash commands.
/specSkills: idea-refine, spec-driven-development
Start here when the request is ambiguous or underspecified.
idea-refine: Convert rough concepts into concrete, actionable proposalsspec-driven-development: Create a full PRD (requirements, constraints, acceptance criteria) before any code is written/spec "build a user authentication flow"
Anti-rationalization: never skip spec because "the idea is obvious" — misaligned intent causes the most expensive rework.
/planSkill: planning-and-task-breakdown
Decompose the spec into small, independently verifiable work units.
/plan # after /spec is frozen
/buildSkills: incremental-implementation, test-driven-development, context-engineering, source-driven-development, frontend-ui-engineering, api-and-interface-design
Implement against the spec, not improvised chat context.
/build # slice-by-slice against the frozen spec
/testSkills: browser-testing-with-devtools, debugging-and-error-recovery
Verify before claiming success.
/test # mechanical + semantic + browser verification
Drift thresholds:
0.00–0.15 — excellent, proceed0.15–0.30 — watch closely0.30+ — stop and correct before continuing/review and /code-simplifySkills: code-review-and-quality, code-simplification, security-and-hardening, performance-optimization
Review along five axes before merging.
/review # five-axis quality gates
/code-simplify # behavior-preserving clarity pass
Change sizing standards:
/shipSkills: git-workflow-and-versioning, ci-cd-and-automation, deprecation-and-migration, documentation-and-adrs, shipping-and-launch
Ship with discipline.
/ship # pre-launch checklist + staged rollout
Three specialist personas for review work:
| Persona | Focus |
|---|---|
code-reviewer | Correctness, architecture, readability, test coverage |
test-engineer | Test strategy, edge cases, coverage gaps |
security-auditor | OWASP Top 10, secrets, auth flows, input validation |
| Checklist | Purpose |
|---|---|
testing-patterns | Test types, isolation, coverage targets |
security-checklist | OWASP alignment, auth, secrets, headers |
performance-checklist | CWV targets, bundle budget, render paths |
accessibility-checklist | WCAG 2.1 AA, keyboard, ARIA, focus |
| Principle | Application |
|---|---|
| Code as Liability | Every line is a maintenance burden; justify its existence |
| Hyrum's Law | Every observable behavior will be depended on — be explicit about contracts |
| Chesterton's Fence | Understand why something exists before removing it |
| The Beyonce Rule | "If you liked it, you should have put a test on it" |
| Shift Left | Catch problems early (spec) rather than late (prod) |
| Trunk-Based Development | Short-lived branches, frequent integration, feature flags for risky work |
| Command | Phase | Purpose |
|---|---|---|
/spec | Define | Write spec / PRD before coding |
/plan | Plan | Break spec into verifiable tasks |
/build | Build | Incremental implementation against spec |
/test | Verify | Browser + runtime + acceptance verification |
/review | Review | Five-axis quality gate |
/code-simplify | Review | Behavior-preserving clarity pass |
/ship | Ship | Pre-launch checklist + staged rollout |
Source: addyosmani/agent-skills — MIT License
.agent-skills/skill-standardization/SKILL.md.agent-skills/skill-standardization/scripts/validate_skill.sh