Use n8n-MCP when an agent needs structured access to n8n nodes, properties, operations, and template examples while designing or debugging workflows, instead of guessing from raw…
Use when when you need to validate that a development build release workflow (such as dev_build_release.yml for a mass spectrometry data processing project) executes without…
Use when organizing or cleaning a project/repository so every script, command, prompt, doc, generated artifact, compatibility shim, and legacy path has one canonical home under…
Audit a repository after large refactors, branch merges, or parallel agent threads for contradictions between implementation, docs, configs, tests, examples, and control files.
Crawl entire websites using Cloudflare Browser Rendering /crawl API. Initiates async crawl jobs, polls for completion, and saves results as markdown files.
Announce a cloudflare_temp_email GitHub release to the project's Telegram channel topic. Use when the user asks to notify/announce/broadcast a release to Telegram, push release…
Create or maintain a lightweight todo file tracking next steps and open questions from an analysis or working session.
Changelog Creator - Auto-activating skill for DevOps Basics. Triggers on: changelog creator, changelog creator Part of the DevOps Basics skill category.
Changelog Creator - Auto-activating skill for DevOps Basics. Triggers on: changelog creator, changelog creator Part of the DevOps Basics skill category.
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI.
Use when running GitHub Actions locally, creating task runner recipes, generating changelogs from git history, managing GitHub PRs/issues/releases programmatically, or creating…
Check the CI build health and automation status of SkiaSharp across main and recent release branches.
Create and design PCB circuits using Python and KiCad with AI assistance. Generate circuits from natural language descriptions, existing documentation, or templates.
AI가 만든 모든 코드 변경사항을 reviews 폴더에 기록하고 간단한 HTML 뷰어로 웹 브라우저에서 실시간 확인할 수 있습니다. 매 수정마다 문서가 생성되고 Python 서버로 즉시 확인 가능합니다.
Extract comment locations from code files for analysis. Use when cleaning comments, auditing code documentation, or analyzing comment patterns.
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code.
TSDoc standards for TypeScript/JavaScript code. Automatically invoked when writing, reviewing, or editing any TSDoc comments, code documentation, or API documentation.
TSDoc standards for TypeScript/JavaScript code. Automatically invoked when writing, reviewing, or editing any TSDoc comments, code documentation, or API documentation.
Comprehensive code documentation standards and guidelines for maintaining up-to-date documentation across Python, HTML, CSS, and JavaScript codebases.
Analyze codebase health - large files, test coverage gaps, duplicate code, dead/legacy code, and documentation issues.
Generate unit tests, project scaffolds, READMEs, .env.example, API docs, changelogs, and TypeScript types
Professional code review with auto CHANGELOG generation, integrated with Codex AI. Use when you want professional code review before commits, you need automatic CHANGELOG — from…
Coding conventions enforcement agent. Auto-invoked when writing new code, reviewing code quality, adding headers, or checking documentation compliance across Python,…
Assigns ICD-10-CM diagnosis codes and CPT/HCPCS procedure codes with supporting documentation validation.
Build and deploy the Goldsky Compose bitcoin-oracle example under the user's own account — a cron task that fetches BTC/USD from CoinGecko and writes `(timestamp, price)` as…
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering.
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering.
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering.
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering.
Queries Context7 library documentation via Python CLI. Use when resolving library IDs, fetching API references, code examples, or conceptual guides.
Ensure test coverage percentage is displayed in README.md for Next.js and Python projects following industry standards
Craft professional README.md files for GitHub open source projects. Generates hero sections, installation instructions, feature tables, and architecture diagrams.
Generates README.md, CHANGELOG.md, and event documentation following ModuleImplementationGuide.md Section 13 standards.
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and updating ti — from…
When building applications on Cloudflare Workers or with frameworks that deploy to Cloudflare Workers, strongly prefer retrieval and fetching documentation over training data.
Render a documentation-style Cursor Canvas that organizes architecture notes, API references, walkthroughs, and how-tos into a navigable layout with sections, tables of c — from…
规范 czsc 库（混合 Rust + Python，PyO3 + maturin）的版本发布流程。当用户说"发版/发布/release/publish czsc"、"bump 版本"、"出 rc.N+1"、"准备 1.0.0 stable"、要把 Rust crate 推 crates.io 或 wheel 推 PyPI 时使用。本 skill…
Skill professionnel pour Claude Code permettant d'accéder, télécharger et analyser les données ouvertes françaises via data.gouv.fr.
Systematic debugging techniques including error classification, root cause analysis (5 Whys), reproduction strategies, and error documentation.
Create Architecture Decision Records (ADRs) documenting significant technical choices with context, options, consequences, and sequential numbering.
Transform approved requirements into comprehensive technical designs. Define system architecture, component interactions, data models, and interfaces to create a blueprint for…
Standardizes development environment setup across machines by generating tool version configs (Node, Python, Ruby), package manager configs (pnpm, Volta, asdf, mise), environment…
Apply Mark's core development standards to ensure consistent, maintainable code across all projects. Use when starting work on any codebase, generating new code, refactoring, or…
Expert tutorial creation covering step-by-step structure design, code-along format with checkpoints, progressive complexity sequencing, prerequisite validation, learning path…
Use the do-wdr (Web Documentation Resolver) CLI binary to resolve URLs and queries into markdown documentation.
Python implementation for resolving URLs and queries into compact, LLM-ready markdown documentation. Use when you need the Python resolver with full cascade support, quality…
Align docs with code. Detect drift and update ADRs, specs, README, AGENTS. Use after implementation or for docs drift reviews. Not for code review fixes or platform architecture.
Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals…
Treat documentation like code: in the repo, in pull requests, CI-checked, with preview builds. Use when docs drift from reality or the docs workflow is separate from the code…
Automatically update repository documentation whenever code changes (add/edit/refactor) occur. Use when modifying source code, public APIs/contracts,…
Bootstraps documentation structure for projects. Creates initial README, architecture docs, and API documentation with project-aware templates.
Render a documentation-style Cursor Canvas that organizes architecture notes, API references, walkthroughs, and how-tos into a navigable layout with sections, tables of c — from…
Technical writing patterns for README files, API documentation, architecture decision records (ADRs), changelogs, contributing guides, code comments, and docs-as-code workflows.
Technical documentation specialist for API docs, tutorials, architecture docs, and developer experienceUse when "documentation, docs, readme, tutorial, api docs, guide, changelog,…
Generate Excalidraw JSON format diagrams for documentation, architecture diagrams, flowcharts, entity relationships, and visual explanations.
Audit, rewrite, and validate repository documentation when README, runbook, code-doc, config-doc, or public trust-surface claims must match live repo evidence.
Generates and updates README.md and API reference docs by reading your codebase's functions, routes, types, schemas, and architecture.
General reference documents by domain. Use when creating architecture docs, strategy documents, specs, or guides.
通过 Context7 MCP 获取库和框架的实时最新文档，而非依赖训练数据，防止 API 幻觉。适用于查询任何库或框架的用法、配置、示例代码。触发词：怎么用、怎么配置、API参考、文档、示例代码、用法、接口、库文档、框架文档、documentation、docs、how to use、API…
Retrieve documentation context from local ai-docs. Check here first when implementing features, debugging errors, or needing library information.