bouclem/skills

最近记录的来源活动: 2026年5月31日 01:10

SkillsMP 收录数据更新: 2026年11月12日 12:52

已收集 skills: 120

GitHub 星标: 7
GitHub Forks: 1

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Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/bouclem/skills.

仓库 README

仓库 README 来源：README.md

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# Skills Library A categorized collection of **688 AI agent skills** organized by domain and technology. All skills live under `SKILLS/` and follow the standard Agent Skills layout: ``` SKILLS/<CATEGORY>[/<SUBCATEGORY>]/<skill-folder>/ ├── SKILL.md # Required — the skill itself ├── references/ # Optional — supporting docs ├── scripts/ # Optional — executable helpers ├── evals/ # Optional — evaluation cases └── ... ``` --- ## Categories | Category | Subcategories | Skills | |---|---|---| | [AI](SKILLS/AI) | AGENTS, EVAL, IMAGE, LLM, ML, RAG | 52 | | [ARCHITECTURE](SKILLS/ARCHITECTURE) | — | 7 | | [BUSINESS](SKILLS/BUSINESS) | ANALYTICS, FINANCE, LEGAL, MANAGEMENT, MARKETING, PRODUCT, STARTUP | 38 | | [CLOUD](SKILLS/CLOUD) | AZURE, DEVOPS, KUBERNETES, SERVERLESS | 29 | | [DATA](SKILLS/DATA) | — | 22 | | [DATABASE](SKILLS/DATABASE) | — | 17 | | [DEVTOOLS](SKILLS/DEVTOOLS) | BUILD, DEBUGGING, DOCS, ENV, REFACTORING, REVIEW, TESTING | 116 | | [FRAMEWORKS](SKILLS/FRAMEWORKS) | ALPINE, ANGULAR, ASTRO, ELECTRON, EXPO, REACT, VITE, VUE | 32 | | [GAMES](SKILLS/GAMES) | GENERAL, GODOT, HOI4, MINECRAFT, UNITY, UNREAL | 24 | | [LANGUAGES](SKILLS/LANGUAGES) | BASH, CPP, CSHARP, ELIXIR, GO, HASKELL, JAVA, JAVASCRIPT, JULIA, KOTLIN, LUA, OTHER, PHP, PYTHON, RUBY, RUST, SCALA, SWIFT, TYPESCRIPT | 83 | | [META](SKILLS/META) | — | 26 | | [MOBILE](SKILLS/MOBILE) | ANDROID, CROSS, MAUI, REACT-NATIVE | 14 | | [OFFICE](SKILLS/OFFICE) | — | 9 | | [RESEARCH](SKILLS/RESEARCH) | — | 4 | | [SECURITY](SKILLS/SECURITY) | AUDIT, PATTERNS, PENTEST, REVERSE | 28 | | [SQERSTERS](SKILLS/SQERSTERS) | — | 3 | | [WEB](SKILLS/WEB) | 3D, BACKEND, FRONTEND, FULLSTACK, OTHER, PERFORMANCE, SCRAPING, SEO, TESTING, UI | 173 | | [WIKI](SKILLS/WIKI) | — | 6 | | [WRITING](SKILLS/WRITING) | — | 5 | --- ## Category guide Top-level categories and what lives in each subcategory. ### AI — applied AI/ML skills - `AGENTS/` — agent frameworks, orchestration, tool design (LangChain, LangGraph, LlamaIndex, custom agents) - `EVAL/` — LLM evaluation, eval-driven development, LLM-as-judge - `IMAGE/` — image generation pipelines (ComfyUI, AI Studio) - `LLM/` — prompt engineering, structured output, LLMOps, local LLMs - `ML/` — classical ML, deep learning, MLOps (scikit-learn, PyTorch, JAX, pipelines) - `RAG/` — retrieval, vector search, embeddings, similarity patterns ### ARCHITECTURE — system design ADRs, DDD, event sourcing, pattern selection, trade-off analysis. ### BUSINESS — non-engineering domains - `ANALYTICS/` — product analytics, event tracking - `FINANCE/` — quant analysis, risk metrics - `LEGAL/` — legal/compliance advisory - `MANAGEMENT/` — HR, IT mgmt, scheduling, estimation - `MARKETING/` — ads, growth, sales, ASO, launch strategy - `PRODUCT/` — product design, PM toolkits - `STARTUP/` — market sizing, MVP, financial modeling, metrics ### CLOUD — cloud platforms & ops - `AZURE/` — Azure SDKs (AI, OpenAI, translation, transcription, projects) - `DEVOPS/` — CI/CD, IaC, observability, incident response - `KUBERNETES/` — k8s architecture and deployment - `SERVERLESS/` — serverless platforms, Trigger.dev ### DATA — data engineering & science pandas, big data, ETL, data quality, scientific computing, warehousing. ### DATABASE — relational + NoSQL SQL/NoSQL design, Postgres, ORMs, optimization, schema patterns. ### DEVTOOLS — engineering workflow - `BUILD/` — MSBuild, binlogs, build perf, templates - `DEBUGGING/` — strategies, error handling, smart debug - `DOCS/` — code/API documentation generators - `ENV/` — devcontainers, git, GitHub, IDE, workspace - `REFACTORING/` — clean code, tech debt, modernization - `REVIEW/` — code review, audits - `TESTING/` — TDD, unit testing, test frameworks ### FRAMEWORKS — frontend/app frameworks - `ALPINE/`, `ANGULAR/`, `ASTRO/`, `ELECTRON/`, `EXPO/`, `REACT/`, `VITE/`, `VUE/` ### GAMES — game development - `GENERAL/` — game design, engines, abstract strategy - `GODOT/` — Godot / GDScript - `HOI4/` — Hearts of Iron IV modding - `MINECRAFT/` — mods, plugins, datapacks, server admin, resource packs - `UNITY/` — Unity, ECS, AI-assisted creation - `UNREAL/` — Unreal Engine C++ ### LANGUAGES — per-language skills One subfolder per language (Bash, C++, C#, Elixir, Go, Haskell, Java, JS, Julia, Kotlin, Lua, PHP, Python, Ruby, Rust, Scala, Swift, TypeScript, plus `OTHER/`). ### META — about the skills themselves Skill creation, scaffolding, auditing, brainstorming, project skill audits. ### MOBILE — mobile platforms - `ANDROID/` — Android, Jetpack Compose - `CROSS/` — cross-platform mobile patterns - `MAUI/` — .NET MAUI - `REACT-NATIVE/` — React Native architecture ### OFFICE — productivity / docs PDF, Word, Excel, PowerPoint, Notion, Gmail, Google Calendar. ### RESEARCH — academic research & writing Coupled academic pipeline: deep research, paper writing, multi-perspective peer review, and end-to-end orchestration. Each skill ships its own `shared/` protocols and `scripts/` validators. ### SECURITY — defense & offense - `AUDIT/` — security audits, compliance, hardening - `PATTERNS/` — JWT, GDPR, threat modeling, secure coding - `PENTEST/` — red team, fuzzing, SQL injection - `REVERSE/` — reverse engineering, anti-RE ### SQERSTERS — my own skills Skills I wrote myself. Take precedence on duplicate names when building the flat zip. ### WEB — everything web - `3D/` — three.js, WebGL, R3F - `BACKEND/` — APIs, GraphQL, Node, payments - `FRONTEND/` — UI architecture, design taste, PWA - `FULLSTACK/` — end-to-end app building - `OTHER/` — browser extensions, bots, weather, maps - `PERFORMANCE/` — web perf, profiling - `SCRAPING/` — browser automation, web/wiki/arxiv search - `SEO/` — SEO, AEO, GEO, schema markup - `TESTING/` — API mocking, web testing - `UI/` — design systems, components, CSS, animations, viz ### WIKI — codebase documentation Wiki architects, onboarding docs, changelogs, Q&A from source. ### WRITING — natural-language work Proofreading, scientific writing. --- ## Tree ``` SKILLS/ ├── AI/ │ ├── AGENTS/ agent frameworks, orchestration, tool use │ ├── EVAL/ LLM evals, eval-driven dev, judging │ ├── IMAGE/ image generation, ComfyUI │ ├── LLM/ prompt engineering, LLMOps, structured output │ ├── ML/ classical ML, deep learning, MLOps │ └── RAG/ retrieval, vector search, embeddings ├── ARCHITECTURE/ ADRs, DDD, event sourcing, system design ├── BUSINESS/ │ ├── ANALYTICS/ product analytics, tracking │ ├── FINANCE/ risk metrics, quant analysis │ ├── LEGAL/ legal advisory │ ├── MANAGEMENT/ HR, IT mgmt, scheduling, estimation │ ├── MARKETING/ ads, growth, sales, ASO │ ├── PRODUCT/ product design, PM toolkits │ └── STARTUP/ market sizing, MVP, financial modeling ├── CLOUD/ │ ├── AZURE/ Azure SDKs (AI, OpenAI, translation, etc.) │ ├── DEVOPS/ CI/CD, IaC, observability, incident response │ ├── KUBERNETES/ k8s architecture and deployment │ └── SERVERLESS/ serverless platforms, Trigger.dev ├── DATA/ pandas, big data, ETL, scientific computing ├── DATABASE/ SQL, NoSQL, Postgres, ORMs ├── DEVTOOLS/ │ ├── BUILD/ MSBuild, binlogs, templates, build perf │ ├── DEBUGGING/ debugging strategies, error handling │ ├── DOCS/ code/API documentation generators │ ├── ENV/ devcontainers, git, build, IDE, GitHub, workspace │ ├── REFACTORING/ clean code, tech debt, modernization │ ├── REVIEW/ code review, audits │ └── TESTING/ TDD, unit testing, test frameworks ├── FRAMEWORKS/ │ ├── ALPINE/ Alpine.js │ ├── ANGULAR/ Angular ecosystem │ ├── ASTRO/ Astro │ ├── ELECTRON/ Electron desktop apps │ ├── EXPO/ Expo / React Native tooling │ ├── REACT/ React, Next.js │ ├── VITE/ Vite │ └── VUE/ Vue.js ├── GAMES/ │ ├── GENERAL/ game design, engines, strategy │ ├── GODOT/ Godot / GDScript │ ├── HOI4/ Hearts of Iron IV modding │ ├── MINECRAFT/ mods, plugins, datapacks, server admin │ ├── UNITY/ Unity development │ └── UNREAL/ Unreal Engine C++ ├── LANGUAGES/ per-language skills (see table above) ├── META/ skill creation, auditing, brainstorming ├── MOBILE/ │ ├── ANDROID/ Android, Jetpack Compose │ ├── CROSS/ cross-platform mobile │ ├── MAUI/ .NET MAUI │ └── REACT-NATIVE/ React Native architecture ├── OFFICE/ PDF, office productivity, Excel, Word, PowerPoint, Notion, Gmail, Calendar ├── RESEARCH/ academic paper writing, peer review, deep research, pipeline ├── SECURITY/ │ ├── AUDIT/ security audits, compliance, hardening │ ├── PATTERNS/ JWT, GDPR, threat modeling │ ├── PENTEST/ red team, fuzzing, SQL injection │ └── REVERSE/ reverse engineering, anti-RE ├── SQERSTERS/ my own skills (made by me — SQERSTERS) ├── WEB/ │ ├── 3D/ three.js, WebGL, R3F │ ├── BACKEND/ APIs, GraphQL, Node, payments │ ├── FRONTEND/ UI architecture, design taste, PWA │ ├── FULLSTACK/ end-to-end app building │ ├── OTHER/ browser extensions, bots, weather, maps │ ├── PERFORMANCE/ web perf, profiling │ ├── SCRAPING/ browser automation, web/wiki/arxiv search │ ├── SEO/ SEO, AEO, GEO, schema markup │ ├── TESTING/ API mocking, web testing │ └── UI/ design systems, components, CSS, animations, viz ├── WIKI/ codebase wikis, onboarding docs └── WRITING/ proofreading, scientific writing ``` --- ## Finding a skill - **By tech**: jump to `LANGUAGES/<LANG>` or `FRAMEWORKS/<NAME>`. - **By task**: pick the matching domain (e.g. debugging → `DEVTOOLS/DEBUGGING`, SEO → `WEB/SEO`). - **By name**: search the tree — every folder is named `001-<skill-slug>`. Each folder contains a `SKILL.md` with the activation keywords and full instructions. --- ## Layout rules - One skill per folder. - A skill goes in the **single category that fits it best** — no duplication. - Subcategories are uppercase. Skill folders keep the `001-` prefix. - Top-level categories without a clear subcategory split (e.g. `DATA`, `DATABASE`, `META`) hold skills directly. --- ## Steerings The `STEERINGS/` folder holds my personal AI steering rules — open-sourced so anyone can use or adapt them. ``` STEERINGS/ └── SQERSTERS/ my own steering set (made by me — SQERSTERS) ├── AGENTS.md hard, non-negotiable rules — ask before any change ├── all_agent_new.md global "always do / never do" rules for every task ├── code_mastery.md how I write, review, and improve code ├── opensource.md rules for open-source / external contributions └── project_privates.md rules for private/personal projects ``` ### What each file does | File | Purpose | Always active? | |---|---|---| | `AGENTS.md` | **Hard rules.** The agent must ask for approval before creating, editing, deleting, running, refactoring, or installing anything — even on small changes, and even when the user says "update" or "add". Approval is never assumed; the agent must confirm before acting. | Yes | | `all_agent_new.md` | Global workflow rules: activate ≥2 relevant skills per task, scan for errors, double-check output, keep the 3 core docs (`README.md`, `TODO.md`, `CHANGELOG.md`) under `docs/`, never fabricate, never act without authorization. Defines `ANALYSIS` / `IMPLEMENTATION` / `REVIEW` modes. | Yes | | `code_mastery.md` | Code quality bar: KISS, single-responsibility functions, security defaults (no hardcoded secrets, parameterized queries), error handling, testing mindset, dependency hygiene, consistency with existing style. | Yes | | `opensource.md` | When contributing to an external open-source project: don't touch upstream docs, find the root cause first, get explicit approval, ship a minimal fix, open a clean human-toned PR, respect licenses. | Conditional | | `project_privates.md` | When the project is yours: you own the docs, can update README/TODO/CHANGELOG freely in scope, fix obvious bugs along the way — but new deps, deletions, architecture changes, and auth/crypto/payments still require approval. | Conditional | ### How they work together - `AGENTS.md`, `all_agent_new.md`, and `code_mastery.md` are **always active**. - `opensource.md` and `project_privates.md` are **mutually exclusive** — pick one based on the project: - Open-source / contributing to someone else's repo → use `opensource.md`. - Your own project (full ownership) → use `project_privates.md`. - Precedence on conflict (from `all_agent_new.md`): 1. Safety & user control (hard rules in `AGENTS.md`) 2. Context rules (`opensource.md` or `project_privates.md`) 3. Code quality (`code_mastery.md`) Drop the files you want into your agent's steering folder (for example `~/.kiro/steering/`) to use them. --- ## Building a flat zip for installation Some agents (Kiro included) only read skill folders at the **root** of their skills directory — they don't recurse into category subfolders. To install this whole library into such an agent, build a flat zip first: ```powershell # From the repo root powershell -ExecutionPolicy Bypass -File scripts\Build-SkillsZip.ps1 -Force ``` This produces `dist/skills.zip` with every `001-*` skill folder placed at the **root** of the archive (no `AI/`, `WEB/`, etc. wrappers). Extract the zip into the agent's skills directory and every skill is where the agent expects it. ### Scripts | Script | What it does | |---|---| | [`scripts/Build-SkillsZip.ps1`](scripts/Build-SkillsZip.ps1) | Walks `SKILLS/` recursively, finds every `001-*` folder containing a `SKILL.md`, and packs them into a flat zip at `dist/skills.zip`. | | [`scripts/Test-SkillsZip.ps1`](scripts/Test-SkillsZip.ps1) | Verifies the produced zip: every top-level entry is a `001-*` folder, no nested `001-/001-` paths, every skill has a `SKILL.md`, no empty folders. Exits non-zero on failure. | ### Build options ```powershell # Default — skip duplicates with a warning, output to dist/skills.zip powershell -File scripts\Build-SkillsZip.ps1 -Force # Keep both copies of any duplicate, suffixed by category path powershell -File scripts\Build-SkillsZip.ps1 -OnDuplicate Suffix -Force # Stop with an error if any duplicates exist (useful in CI) powershell -File scripts\Build-SkillsZip.ps1 -OnDuplicate Fail # Custom output location powershell -File scripts\Build-SkillsZip.ps1 -OutFile C:\path\to\my-skills.zip -Force # Verify the result powershell -File scripts\Test-SkillsZip.ps1 ``` ### Duplicate handling `SKILLS/SQERSTERS/` is given priority on duplicate skill names — if the same `001-<name>` folder exists in both `SQERSTERS/` and a community category, the SQERSTERS version is kept. Currently the only collision is `001-hoi4-skills` (in `GAMES/HOI4/` and `SQERSTERS/`).

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这个仓库中的 skills

软件开发工程师软件质量保证分析师与测试员数据科学家其他高等院校教师

13 个职业分类 · 已分类 58%

数据科学家

Machine learning development with JAX, functional programming patterns, and high-performance computing.

原文语言：英语

2026-05-24

已展示 40 / 120 个已收集 Skill。