Instruccions per a IA
Disseny d’instruccions i plantilles per a models d’IA
receive-feedback
existential-birds
Process external code review feedback with technical rigor. Use when receiving feedback from another LLM, human reviewer, or CI tool. Verifies claims before implementing, tracks disposition.
pydantic-ai-dependency-injection
existential-birds
Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections, API clients, user context, or any external resources.
llm-judge
existential-birds
LLM-as-judge methodology for comparing code implementations across repositories. Scores implementations on functionality, security, test quality, overengineering, and dead code using weighted rubrics. Used by /beagle:llm-judge command.
RxJS Interop
HoangNguyen0403
Bridging Observables and Signals using toSignal and toObservable.
Product Requirements
HoangNguyen0403
Expert process for gathering requirements and drafting PRDs (Iterative Discovery).
long-eval
bdfinst
Run an eval that takes longer than one cloud-session container lifetime — agent calibration, prompt A/B sweeps, judge-panel scoring — so it survives the frequent container recycles that kill in-process work. Use when the user says "run this long eval", "the eval keeps dying on restart", "make the eval survive restarts", "resume the eval", "keep the eval alive", or when a full-corpus calibration/benchmark will clearly outlast a single session. Ships a restart-durable engine + CLI so nothing is re-invented per eval.
apply-test-doubles
bdfinst
Apply /cd-test-architecture's Step 4b build-vs-document decision logic against an existing, saved assessment report — or, when no valid report path is given, against a target to assess first — without re-running the full Steps 0-6 assessment each time. Use when the user wants to revisit or change a component's Build/Document choice from a saved cd-test-architecture report, says "apply the test doubles", "re-run Step 4b", "change the build-vs-document decision", or cites the /apply-test-doubles <path> command from a test-double setup guide.
performance-metrics
bdfinst
Log task completion data to .claude/metrics/. Use at the end of every task to record tokens, cost, agents used, rework cycles, and hallucination events. Also use for periodic reporting to identify efficiency and quality trends.
skill-creator
vercel-labs
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
gpt-researcher
assafelovic
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations. Use this skill when helping developers understand, extend, debug, or integrate with GPT Researcher - including adding features, understanding the architecture, working with the API, customizing research workflows, adding new retrievers, integrating MCP data sources, or troubleshooting research pipelines.
knowledge-absorber
YuJunZhiXue
深度解析链接、文档或代码，生成“全能导师级”的教学笔记（零基础直达精通）。具备“真理锚定”校验能力，自动识别幻觉与过时信息。
nano-banana-pro
steipete
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.
Agentspan — Build Durable AI Agents
agentspan-ai
Claude Code tools are strings — ["Read", "Edit", "Bash"], not @tool functions
dev
atopile
"LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags."
hypogenic
jimmc414
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.
claude-setup-audit
codemie-ai
This skill should be used when the user asks to "audit my claude setup", "check my claude configuration", "assess my claude code setup", "audit claude", "review my .claude folder", "is my claude setup correct", "check repo health", "assess my skills quality", "review my agents", "check my CLAUDE.md", "validate my hooks", "audit claude configuration", "check my MCP config", "how good is my claude setup", "scan my .claude folder", or wants a comprehensive quality assessment of all Claude Code components in a repository. Evaluates skills, subagents, CLAUDE.md rules, commands, hooks, and MCP configuration against established best practices. Produces a graded health report (A–F per component) with good/bad example references and prioritized recommendations.
sap-cloud-sdk-ai
secondsky
Integrates SAP Cloud SDK for AI into JavaScript/TypeScript and Java applications. Use when building applications with SAP AI Core, Generative AI Hub, or Orchestration Service. Covers chat completion, embedding, streaming, function calling, content filtering, data masking, document grounding, prompt registry, and LangChain/Spring AI integration. Supports OpenAI GPT-4o, Claude, Gemini, Amazon Nova, and other foundation models via SAP BTP.
fastmcp-client-cli
PrefectHQ
Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.
Android Legacy State
HoangNguyen0403
Standards for State integration with Views using Coroutines and Lifecycle
Android Background Work
HoangNguyen0403
Standards for WorkManager and Background Processing
agnix
agent-sh
"Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. Validates agent configuration files against 230 rules across 10+ AI tools."
agnix
agent-sh
"Use when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. Validates agent configuration files against 230 rules."
ai-pdf-builder
pedronauck
AI-powered PDF generator for legal docs, pitch decks, and reports. SAFEs, NDAs, term sheets, whitepapers. npx ai-pdf-builder. Works with Claude, Cursor, GPT, Copilot.
session-init
Chachamaru127
"環境チェックとタスク状況概要でセッション初期化。Use when user mentions starting a session, beginning work, or status checks. Do NOT load for: implementation work, reviews, or mid-session tasks."