Prompts
Prompt engineering and templates
claude-md-author
by petekp
This skill should be used when the user asks to "create a CLAUDE.md", "write a CLAUDE.md", "set up CLAUDE.md", "configure Claude for this project", "add project instructions for Claude", "initialize Claude context", or mentions needing project-specific Claude instructions.
bootstrap
by petekp
This skill should be used when the user asks to "create a bootstrap prompt", "handoff", "save session state", "continue in new session", "create handoff", "session summary for continuation", "bootstrap for fresh session", or wants to capture the current session state for resumption in a new Claude Code session.
codebase-study-guide
by petekp
"Generate a pedagogically-grounded study guide for learning an unfamiliar codebase. Use when the user wants to onboard onto a codebase, understand a project's architecture, create learning materials for a team, or asks things like \"help me learn this codebase\", \"create an onboarding guide\", \"I'm new to this project\", \"how does this system work\", \"study guide for this repo\", or \"explain this codebase to me\". Produces a structured document that builds understanding from purpose to systems to patterns, using evidence-based learning techniques (elaborative interrogation, concept mapping, threshold concepts, worked examples, progressive disclosure)."
handoff
by petekp
Generate a smart bootstrap prompt to continue the current conversation in a fresh session. Use when (1) approaching context limits, (2) user says "handoff", "bootstrap", "continue later", "save session", or similar, (3) before closing a session with unfinished work, (4) user wants to resume in a different environment. Outputs a clipboard-ready prompt capturing essential context while minimizing tokens.
hud-manual-testing
by petekp
Manual testing workflow for Claude HUD to verify core functionality. Use when asked to "test the app", "verify the app works", "run manual tests", "test after changes", or after implementing significant features. Performs full reset, launches app, and guides through verification checklist.
lumen-ai
by uw-ssec
Master AI-powered natural language data exploration with Lumen AI. Use this skill when building conversational data analysis interfaces, enabling natural language queries to databases, creating custom AI agents for domain-specific analytics, implementing RAG with document context, or deploying self-service analytics with LLM-generated SQL and visualizations.
ci-test-claude-skill
by pr-pm
CI Test Claude Skill
dspy-haystack-integration
by OmidZamani
This skill should be used when the user asks to "integrate DSPy with Haystack", "optimize Haystack prompts using DSPy", "use DSPy to improve Haystack pipeline", mentions "Haystack pipeline optimization", "combining DSPy and Haystack", "extract DSPy prompt for Haystack", or wants to use DSPy's optimization capabilities to automatically improve prompts in existing Haystack pipelines.
dspy-gepa-reflective
by OmidZamani
This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mentions "GEPA optimizer", "LLM reflection", "execution trajectories", "agentic systems optimization", or needs to optimize complex multi-step agents using textual feedback on execution traces.
dspy-debugging-observability
by OmidZamani
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow with DSPy", mentions "inspect_history", "custom callbacks", "observability", "production monitoring", "cost tracking", or needs to debug, trace, and monitor DSPy applications in development and production.
openai-api
by ynulihao
Build with OpenAI's stateless APIs - Chat Completions (GPT-5, GPT-4o), Embeddings, Images (DALL-E 3), Audio (Whisper + TTS), and Moderation. Includes Node.js SDK and fetch-based approaches for Cloudflare Workers. Use when: implementing chat completions with GPT-5/GPT-4o, streaming responses with SSE, using function calling/tools, creating structured outputs with JSON schemas, generating embeddings for RAG (text-embedding-3-small/large), generating images with DALL-E 3, editing images with GPT-Image-1, transcribing audio with Whisper, synthesizing speech with TTS (11 voices), moderating content (11 safety categories), or troubleshooting rate limits (429), invalid API keys (401), function calling failures, streaming parse errors, embeddings dimension mismatches, or token limit exceeded.
skill-management
by Dwsy
技能全生命周期管理系统，使用 LLM 智能分析技能类型、评估质量、审计安全。支持 GitHub、skills.sh marketplace 和 Skills CLI (npx skills) 三数据源搜索。当用户需要：（1）发现和评估新技能，（2）审计现有技能安全性，（3）改造技能适配本地环境，（4）测试技能融合效果，（5）收集技能使用反馈时使用。
doc-coauthoring
by ynulihao
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
omk
by lizhiyao
oh-my-knowledge 知识载体评测工具的智能代理。评测 skill（系统提示词）质量，对比不同版本效果，自动迭代改进。 Use when: 用户提到"评测"、"测评"、"eval"、"benchmark"、"对比 skill"、"改进 skill"、"生成评测用例"、"omk"。
tmux
by dashed
"Remote control tmux sessions for interactive CLIs (python, gdb, git add -p, etc.) by sending keystrokes and scraping pane output. Use when debugging applications, running interactive REPLs (Python, gdb, ipdb, psql, mysql, node), automating terminal workflows, interactive git commands (git add -p, git stash -p, git rebase -i), or when user mentions tmux, debugging, or interactive shells."
skill-creator
by basher83
Guide for creating effective skills. This skill should be used when users want to create a new skill (or
teacher
by chentao326
AI老师：给定文档/书籍/课程资料后，像老师一样教会用户理解内容。 先诊断学习能力（强/中/弱），再用通俗易懂的方式一步步教学。 支持模仿名师教学风格——用户提供课程字幕或视频链接，AI 提取并复刻其说话方式。 当用户说"教我"、"帮我学"、"帮我理解"、"模仿XX老师的教学风格"或上传资料要求学习时触发。 不要在用户只是问一个简单问题时触发——只在涉及系统性学习/教学时激活。
PPT Generator Pro - Claude Code Skill
by girish6055
完整文档：参见 README.md
submit
by kazukinagata
This skill should be used when the user is ready to submit their tax return, needs a final review checklist, wants to know how to submit (e-Tax, mail, or in-person), or asks about common mistakes before submission. Trigger phrases include: "提出準備", "提出方法", "e-Taxで提出", "チェックリスト", "申告書の確認", "提出前の確認", "郵送で提出", "税務署に持っていく", "提出期限".
libtv-video-production
by PomeloR611
用 LibTV CLI（Seedance 2.0 视频 + nebula/seedream 图）把分镜做成短片（2D 绘本或写实皆可）——涵盖九宫格故事板→clean 去标注→image2video 单镜生成→ffmpeg 本地剪辑(转场+配乐+旁白)全流程，附 prompt 铁律模板库（角色/比例/零文字/场景锁定/负面词反召唤）与高频踩坑速查（多狗/角色漂移/格号穿帮/审核三连拒/长镜头漂移）。当用户要用 liblib.tv / libtv / Seedance 把参考图或脚本做成视频短片、或维护此类制作工程时触发。
murmur
by xiaopengde
把一段中文（或任意 Whisper 支持语言）的会议/面试录音用本地 Whisper large-v3 转成文本，再清洗成带说话人标签、修过 ASR 错字、分好章节的 markdown 文档（可选再转成 docx）。跨平台（macOS Apple Silicon 用 mlx-whisper，Windows/Linux/Intel Mac 用 whisper-ctranslate2）。零云端、零订阅、隐私不出本机。适用：替代飞书妙计/通义听悟/Otter.ai 这类付费转录服务、需要在 VS Code 或 Word 里直接拿到可读稿、在 AI agent（Claude Code/Copilot/Codex/Cursor）里端到端跑通。不适用：实时转录、强噪声多人重叠会议、需要严格说话人分离的场景。
newsletter-creation-curation
by BrianRWagner
Industry-adaptive B2B newsletter creation with stage, role, and geography-aware workflows
ai-discoverability-audit
by BrianRWagner
Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search," "how do I show up in ChatGPT," "AI discoverability," "AEO," "LLM visibility," or wants to understand their brand's AI presence.
voice-extractor
by BrianRWagner
Extract and document someone's authentic writing voice from samples. Use when someone needs a "voice guide," wants to capture their writing DNA, or needs to train AI to write in their style. Also useful for ghostwriting, brand voice documentation, or onboarding writers.