Design and implement RESTful API endpoints following best practices for routing, versioning, and HTTP standards.
Use this skill when performing exploratory data analysis, statistical testing, data visualization, or building predictive models.
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10 — from…
End-to-end open source contribution workflow: from scanning issues to submitting PRs. Use this skill whenever the user wants to contribute to an open source project, find issues…
Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC stained tissue imag — from…
Transform raw data into actionable insights by shifting from tracking "what happened" to "why it happened." Use this skill when designing instrumentation specs for new features,…
Provides score interpretation (< 0.3 good, > 0.5 skip), query optimization, and source naming for query_documents, ingest_file, ingest_data tools.
Generate Python code to call undocumented AWS APIs using SigV4 authentication from cURL requests captured in browser dev tools.
This skill should be used when the user asks to "create an agent", "write a subagent", "generate agent definition", "add agent to plugin", "write agent frontmatter", "create…
This skill identifies the locations of known transcription factor (TF) binding motifs within genomic regions such as ChIP-seq or ATAC-seq peaks.
Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality contro — from…
Execute and troubleshoot memory-cli commands for episode management, pattern analysis, and storage operations.
Interactive debugger for Deno/TypeScript applications using the V8 Inspector Protocol. This skill should be used when investigating issues in Deno applications, including memory…
Use this skill when you need to conduct thorough research on a repository's structure, documentation, and patterns.
Design systematic decision frameworks for selecting appropriate AI tools (Claude Code vs Gemini CLI) based on context requirements, codebase size, reasoning depth needs — from…
This skill should be used when the user asks to "use Gemini", "ask Gemini", "consult Gemini", "Gemini review", "use Gemini for planning", "ask Gemini to review", "get Gemini's…
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests — from…
Design and implement RESTful API endpoints following best practices for URL structure, HTTP methods, status codes, versioning, and rate limiting.
This skill should be used when analyzing technical debt in a codebase, documenting code quality issues, creating technical debt registers, or assessing code maintainabili — from…
Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum algorithms, quantum circuit design,…
Use this skill when working with any framework or library (React, Next.js, Vue, Astro, etc.) to fetch up-to-date documentation and prevent hallucinated APIs.
This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply P — from…
Complete operational workflow for implementer agents (Codex, Gemini, etc.) making code changes and writing tests.
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.
Deep Researchの探索・収集フェーズ。世界中のニュース/SNS/論文/公式Docs/OSS情報を横断して 証拠（evidence.jsonl）として保存する。調査の一次素材を作りたいときに使う。
Use this skill when users ask specifically about the Storybook Assistant plugin - "what can the storybook assistant do", "storybook plugin features", "storybook assistant…
Mindshare tracking primitive using Kaito MCP tools. Use this skill to check mindshare trends for an entity or narrative.
iOSネイティブの操作感に近づけるUI仕上げを行う。ジェスチャー、アニメーション、ブラーエフェクト、ダークモード対応などを実装する。「iOSっぽくして」「操作感を良くして」「アニメーション追加」「ダークモード対応」などのリクエストで使用する。
This skill should be used when users need to infer chromatin states from histone modification ChIP-seq data using chromHMM.
ElevenLabs voice agent creation for client discovery and feedback calls. Use this skill when creating AI voice agents, setting up discovery call agents, or configuring automated…
Use this skill for comprehensive research tasks requiring deep investigation, multiple source validation, and citation-backed reports.
Use this skill when creating or editing SND Lua macros for FFXIV. Provides metadata structure, state machine patterns, character conditions, configuration system, Player API,…
Use this skill when preparing releases, generating changelogs, or creating release announcements.
When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' — from…
This skill places an object into a selected storage receptacle after confirming its suitability. It should be triggered when the agent has identified an appropriate storage…
This skill should be used when the user asks to "analyze backlinks", "check link profile", "find toxic links", "link building opportunities", "off-page SEO", "who links to me", "I…
Use this skill for any task involving REPLACE-WITH-THE-THAI-CONTEXT (e.g. parsing some Thai data format, drafting a specific kind of Thai document, validating a Thai-specific…
Reference patterns for mathematical and combinatorial problem-solving. Covers modular arithmetic, prime sieves, GCD/LCM, binomial coefficients, fast exponentiation, counting…
Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. — from majiayu000/claude-skill-registry
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival.
Autonomous LLM training optimization with GPU support. Runs 5-minute training experiments, measures val_bpb, keeps improvements or reverts — repeat forever.
This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply P — from…
This skill should be used when user wants to learn from their collected references, synthesize patterns across sources, or turn research into frameworks from curated reference…
This skill should be used when the user asks to "set up Cloudflare Queues", "create a message queue", "implement queue consumer", "process background jobs", "configure queue retry…
Use this skill for rigorous theoretical derivation with supercollider mode (G1-G7 simultaneous), diffusion reasoning, and synthesis engine.
Kubernetes-native AI agent framework for building, deploying, and managing AI agents on Kubernetes. This skill should be used when deploying AI agents as Kubernetes resources,…
GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous.
Guide for completing Coq proofs involving arithmetic properties like addition commutativity. This skill should be used when working on Coq proof files that require proving…
Filter, validate and organize literature search results. LOAD THIS SKILL WHEN: User has search results and needs to "過濾", "篩選", "filter", "選擇文獻" | reviewing search results |…
INVOKE THIS SKILL when working with LangSmith tracing OR querying traces. Covers adding tracing to applications and querying/exporting trace data. Uses the langsmith CLI tool.
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions — from…
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications.
Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters.
This skill helps users extract structured data from Reddit posts and comments via BrowserAct API. Agent should proactively apply this skill when users express needs like — from…
Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how someone thinks, understand cognitive style, profile — from…
Prepares a Pull Request by staging changes, verifying against acceptance criteria, and creating the PR via GH CLI. Use this skill when a feature is complete and ready for review.
ALWAYS activate when user types /autoresearch, $autoresearch plan, $autoresearch debug, $autoresearch fix, $autoresearch security, $autoresearch ship, $autoresearch scenario,…
This skill should be used when analyzing errors, stack traces, and logs to identify root causes and implement fixes.
How to use AI APIs like OpenAI, ChatGPT, Elevenlabs, etc. When a user asks you to make an app that requires an AI API, use this skill to understand how to use the API or — from…
Use this skill when implementing structured data markup using JSON-LD and Schema.org vocabulary for rich search results.