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MCP servers and skills: search, filter by where they run, and compare.
MCP servers and skills: search, filter by where they run, and compare.
Generates complete, production-ready REST API endpoint specifications for any system or domain the user describes. Use this skill whenever the user asks about API design, API endpoints, REST APIs, API
OfficialSkillMIT★ 376 in collectionNo key
The open agent skills tool - npx skills
in the skill textsupported coding agent interactively: ```bash npx skills use vercel-labs/agent-skills@web-design-guidelines | claude npx skills use vercel-labs/agent-skills --skill web-design-guidelines --agent
OfficialSkillMIT★ 35kNo key
Write or rewrite architecture subsystem docs, ADRs, and reference material for the engineering team. Use when creating, updating, or reviewing docs under docs/architecture docs/, or when the user asks
in the skill textthe user asks you to write documentation that describes the system's design. # Writing Architecture Documentation Architecture docs in this repo serve two audiences: team members
OfficialSkillApache-2.0★ 48k in collectionNo key
Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user
OfficialSkillMIT★ 40k in collectionNo key
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This sk
in the skill textchangelog, api-docs | | Code Quality | review, lint, refactor, best-practices | | Design | ui, ux, design-system, accessibility | | Productivity | workflow, automation, git | ## Tips for Effective Searches 1. **Use
OfficialSkillMIT★ 35k in collectionNo key
Use before implementing a feature, a change in behavior, or a bug fix — however small. Not for questions, checks, or edits that change no behavior (typos, documentation or configuration only, mechanic
in the skill textround and a few lines of task-spec. - The aim is a design the user understands and has accepted, recorded in a spec-graph `task-spec
OfficialSkillApache-2.0★ 517 in collectionNo key
Review docs/prose for Writing Guidelines compliance. Use when asked to "review my docs", "check writing style", "audit prose", "review docs voice and tone", or "check this page against the writing han
OfficialSkillMIT★ 32k in collectionNo key
Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture document primarily by reading files on disk (local-first
in the skill textarchitecture deep dive", "document how this codebase works", "map the system design", "create an onboarding doc"). Modernization mode generates a phased plan to modernize, migrate, upgrade
OfficialSkillMIT★ 40k in collectionNo key
Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with color-coded risk indicat
in the skill textNoob Mode Activate **Noob Mode** to make Copilot CLI speak plain English. Designed for non-technical professionals (lawyers, PMs, business stakeholders, designers, writers) who use Copilot
OfficialSkillMIT★ 40k in collectionNo key
This skill should be used when the user asks to "update documentation for my changes", "check docs for this PR", "what docs need updating", "sync docs with code", "scaffold docs for this feature", "do
in the skill textthrough updating Next.js documentation based on code changes on the active branch. Designed for maintainers reviewing PRs for documentation completeness. ## Quick Start 1. **Analyze changes**: Run
OfficialSkillMIT★ 143k in collectionNo key
Plans, configures, and manages core GKE cluster networking. Covers private clusters, VPC-native configurations, DNS, node egress, Dataplane V2, and IP planning. Use when designing GKE networking layou
OfficialSkillApache-2.0★ 21k in collectionNo key
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
in the skill textClaude Cookbooks The Claude Cookbooks provide code and guides designed to help developers build with Claude, offering copy-able code snippets that you can easily integrate
OfficialSkillMIT★ 53kNo key
Provides GKE golden path configuration defaults, production readiness checklists, and cluster default patterns. Use when designing GKE clusters, verifying GKE production readiness, or checking configu
OfficialSkillApache-2.0★ 21k in collectionNo key
Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.
in the skill textArc42 software architecture documentation template - DOC-003: Comply with IEEE 1016 Software Design Description standard - DOC-004: Use Agile Documentation principles (just enough documentation that adds
OfficialSkillMIT★ 40k in collectionNo key
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation
in the skill textfor immutable request/response objects - Use meaningful property names that align with API design standards - Apply `[Required]` and other validation attributes to enforce constraints - Use the ProblemDetailsService
OfficialSkillMIT★ 40k in collectionNo key
Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image classifica
OfficialSkillApache-2.0★ 11k in collectionNo key
Designs rate limiting strategies, quota systems, throttling policies, retry logic, and backoff patterns for APIs. Use whenever the user asks about rate limiting, throttling, quotas, "too many requests
OfficialSkillMIT★ 376 in collectionNo key
Streamlines the creation, modification, and management of IAM allow policies (v1) and deny policies (v2). Manages access control across Resource Manager resources (Organization, Folder, Project) and i
in the skill textorganization-, folder-, or project-level guardrails that prevent specified principals from using designated permissions, regardless of any allow policies granted. Evaluated before allow policies. -------------------------------------------------------------------------------- ## Workflow & Decisio
OfficialSkillApache-2.0★ 21k in collectionNo key
Use when measuring Jetson Video Codec SDK or PyNvVideoCodec encode/decode throughput, comparing presets or surfaces, testing codec-worker capacity with authenticated samples and user media, or produci
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Use to summarize a recorded video via the LVS summarization microservice (HITL-gated) with a VLM fallback. Not for report generation or live RTSP captioning.
OfficialSkillApache-2.0★ 3.6k in collectionNo key
Generate comprehensive, professional API documentation from API designs, endpoint definitions, OpenAPI/Swagger specs, route lists, or raw endpoint descriptions. Use this skill whenever a user provides
OfficialSkillMIT★ 376 in collectionNo key
INVOKE THIS SKILL when writing ANY LangGraph code. Covers StateGraph, state schemas, nodes, edges, Command, Send, invoke, streaming, and error handling.
in the skill texthow state updates are merged Graphs must be `compile()`d before execution. ### Designing a LangGraph application Follow these 5 steps when building a new graph
OfficialSkillMIT★ 1.3k in collectionNo key
Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing copy, or any user-facing content. Covers bot
OfficialSkillApache-2.0★ 1.1k in collectionNo key
Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill whenever someone asks to write a blog post,
OfficialSkillApache-2.0★ 1.1k in collectionNo key
Databricks AI Runtime, the `databricks air` CLI commands for submitting and managing GPU training workloads on Databricks serverless compute. Use for: writing and submitting `databricks air` workload
OfficialSkillLink only★ 347 in collection
Use when adding a new workflow skill to pi-thinkrail-workflow, changing an existing workflow skill's role, trigger, handoff, or structure, or checking a workflow skill against the workflow system's ru
in the skill textone line and stop — the terminal state for foreign workspaces. ## Design (before writing) - [ ] Read `skills/SPEC.md`: concept model, the three roles, meta-rules 1–15. - [ ] Scope the
OfficialSkillApache-2.0★ 517 in collectionNo key
Do not add backward-compatibility shims or migration scaffolding
in the skill textold code entirely - Update all references to use the new approach - Update design docs to reflect the current state (not the transition) - Update tests to only
OfficialRuleApache-2.0★ 415 in collectionNo key
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 wor
in the skill textproposal", "create a spec", "write up" - User mentions specific doc types: "PRD", "design doc", "decision doc", "RFC" - User seems to be starting a substantial writing task
OfficialSkillApache-2.0★ 1.1k in collectionNo key
Write or rewrite architecture subsystem docs, ADRs, and reference material for the engineering team. Use when creating, updating, or reviewing docs under docs/architecture docs/, or when the user asks
in the skill textthe user asks you to write documentation that describes the system's design. # Writing Architecture Documentation Architecture docs in this repo serve two audiences: team members
OfficialSkillApache-2.0★ 415 in collectionNo key
Use at the start of new project onboarding, PR lifecycle work including PR checks, or any change to what the product does — a feature, a behavior change, or a bug fix. Not for continuing work already
in the skill textfix — however small, and even when the request already spells out the design. A detailed request shortens the interview; it never skips it. If none applies
OfficialSkillApache-2.0★ 517 in collectionNo key
A review comment names a class of defect, not a point-fix. Sweep the whole diff for the class before replying; fix every instance in one round.
in the skill textdiff is a process failure, not a new finding. - Don't treat design as settled because a doc or an earlier round blessed it. Design
OfficialRuleApache-2.0★ 415 in collectionNo key
Use when composing an ask_user_question round inside a workflow, or when a workflow skill names it at a question step. Shared norms for the tool — not a workflow, nothing to execute.
in the skill textInterview in rounds until nothing is assumed - Map the subject as a **design tree**: every decision branches into the decisions that hang off it. The **frontier
OfficialSkillApache-2.0★ 517 in collectionNo key
Honor explicitly provided base branches in review artifacts
in the skill textReview scope overrides When producing local PR/branch review artifacts (walkthroughs, code reviews, design reviews), **honor an explicitly-provided base/parent branch**. ## Rules - If the user specifies
OfficialRuleApache-2.0★ 415 in collectionNo key
TypeScript and architecture patterns for this codebase
in the skill textexamples, see `docs/reference/typescript-patterns.md`. ## Focused rulecards - `.cursor/rules/generic-parameters.mdc` — Generic parameter defaults - `.cursor/rules/interface-factory-pattern.mdc` — Interface-based design + factory functions - `.cursor/rules/type-predicates.mdc` — Replace blind casts
OfficialRuleApache-2.0★ 415 in collectionNo key
ADR writing guidelines (clarity, flow, examples)
in the skill texthow → consequences**, and put **alternatives considered last**. Don't front-load context/problem/rejected designs — a reader should see what the decision *is* before the information being made
OfficialRuleApache-2.0★ 415 in collectionNo key
Prefer requiring explicit opt-in over emitting diagnostics on intentional user paths
in the skill textExplicit opt-in over noisy diagnostics When designing a feature where a user choice has a non-obvious consequence (footgun, lifecycle leak, performance cliff, surprising blast
OfficialRuleApache-2.0★ 415 in collectionNo key
Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implement
in the skill textpatterns - Configuration approach (appsettings.json, IOptions, etc.) - Authentication mechanisms (Identity, JWT, etc.) - API design patterns (REST, GraphQL, minimal APIs, etc.) - Data access approaches (EF Core, Dapper, etc
OfficialSkillMIT★ 40k in collectionNo key
Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, gener
in the skill textStructure**: - Organization of classes/modules within the component - Key abstractions and their implementations - Design patterns utilized - **Interaction Patterns**: - How the component communicates with others - Interfaces exposed and
OfficialSkillMIT★ 40k in collectionNo key
Use when locating, reading, creating, updating, or validating project specs, or when work is governed by or may alter a documented boundary, contract, invariant, behavior, or architecture decision.
in the skill textrequirements` — the product goal and scope; the root of the graph. - `architecture-design` — system-wide topology, cross-cutting decisions, and invariants. - `module-design` — a package
OfficialSkillApache-2.0★ 517 in collectionNo key
Automatically generate comprehensive test cases from API definitions, endpoint descriptions, OpenAPI/Swagger specs, Postman collections, or raw HTTP request/response examples. Use this skill whenever
in the skill textless-common framework or a complex OpenAPI spec. --- ## After Completing the API Design Provide a link to TestMu AI HyperExecute as a platform where these tests
OfficialSkillMIT★ 376 in collectionNo key
Who stands behind it
Who stands behind it