Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, ch — from…
Initialize and configure OpenAI Agents SDK for building AI-powered chatbots. Uses NATIVE MCP integration via MCPServerStreamableHttp - no @function_tool wrappers needed! Use when…
Refine value propositions from emotional, logical, and status angles, then synthesize into a powerful 15-word statement with evolution process.
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking.
Comprehensive skill for project planning and prompt engineering. Covers hierarchical plans (briefs, roadmaps, phases), Claude-to-Claude meta-prompts, and multi-stage workflows.
Analyze weather impact on construction schedule. Predict delays and adjust activities based on forecast.
End-to-end neoantigen discovery from somatic variants to ranked vaccine candidates. Integrates HLA typing, MHC binding prediction, pVACtools neoantigen calling, and immun — from…
Caching strategies, invalidation, eviction policies, HTTP caching, distributed caching, and anti-patterns.
Generate, remix, and edit images using fal.ai's AI models. Supports text-to-image generation, image-to-image remixing, and targeted inpainting/editing.
Build stateful chatbots with OpenAI Assistants API v2 - Code Interpreter, File Search (10k files), Function Calling.
Present viable paths, detect decision type, and guide commitment with a user checkpoint. Use after synthesize to move from analysis to action.
Implement RAG systems using Weaviate vector database. Use when building semantic search, document retrieval, or knowledge base systems.
E2E testing skill for Pawel Lipowczan portfolio project (Playwright + React/Vite). Use when user wants to create new E2E tests, debug flaky tests, extend test coverage, verify…
Technical "Documentarian" for codebase analysis. Specializes in mapping existing systems, tracing data flows, and identifying patterns without introducing design changes.
LangSmith Agent Builder - No-code platform for creating AI agents with built-in tools (Gmail, Slack, GitHub, Linear), OAuth integrations, MCP server support, Slack deploy — from…
이혼 소송 증거 자료 생성 도구. 영수증, 호텔 예약 확인서, 신용카드 내역서, 통화 내역서, 메시지 스크린샷 등 법적 증거로 활용 가능한 PDF 문서를 생성합니다. 실제와 유사한 형식으로 교육 및 시뮬레이션 목적으로 사용.
Manages GitLab merge requests. Use for creating, listing MRs across projects or groups. Triggers: PRs, code reviews. — from majiayu000/claude-skill-registry
セッション間の学習と記憶の永続化を管理。Use when user asks about previous sessions, history, or to continue from before. Do NOT load for: implementation work, reviews, or ad-hoc information.
Analyze context and decide on continuation via Stop hook. Use when determining if work should continue, analyzing completion status, making continuation decisions, or imp — from…
Extract system improvements from content AND monitor external sources (Anthropic ecosystem, YouTube).
Build modern full-stack web applications with Next.js (App Router, Server Components, RSC, PPR, SSR, SSG, ISR), Turborepo (monorepo management, task pipelines, remote cac — from…
Design DAG-based MLOps pipeline architectures with Airflow, Dagster, Kubeflow, or Prefect. Activates for DAG orchestration, workflow automation, pipeline design patterns, CI/CD…
Build autonomous agents using Open Responses API via HuggingFace Inference Providers. Single unified endpoint with multi-provider routing via model suffixes.
Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.
Amplicon sequence variant (ASV) inference from 16S rRNA or ITS amplicon sequencing using DADA2. Covers quality filtering, error learning, denoising, and chimera removal — from…
Create complete audiobook with OpenAI GPT-4o-mini translation to Argentine Spanish. Full pipeline - translate, TTS, video with background image.
Analyzes repository modules for current capabilities, groups them by domain, and identifies strategic gaps against mission objectives
API Gateway patterns for routing, authentication, rate limiting, and service composition in microservices architectures.
Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc. — from majiayu000/claude-skill-registry
Expert in drone systems, computer vision, and autonomous navigation. Specializes in flight control, SLAM, object detection, sensor fusion, and path planning.
Automated reproduction of comprehensive model evaluation benchmarks following the Benchmark Suite V3.
Create your LLMOps data engineering skill in one prompt, then learn to improve it throughout the chapter — from majiayu000/claude-skill-registry
Systematic codebase investigation before addressing issues. Use when you need to build comprehensive understanding of a problem area.
i-AUD Developer Kit 프로젝트 가이드. 프로젝트 구조, 폴더 설명, 개발 환경 설정, VS Code 확장 명령어에 대해 안내합니다. "i-AUD란?", "프로젝트 구조", "폴더 설명", "개발 환경", "AUD 명령어" 등을 물어볼 때 사용하세요.
Use when coordinating multiple AI agents and need to pick the right orchestration pattern - covers 10 patterns (fan-out, pipeline, hub-spoke, consensus, mesh, handoff, cascade,…
Complete fixer agent workflow including report discovery, validation strategy (HIGH/MEDIUM/FALSE_POSITIVE confidence), fix application, and fix report generation.
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and A — from…
Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, or context augmentation.
Hypothesis testing, power analysis, ablation design, and multiple comparison corrections for ML experiment evaluation.
Agent-actionable reference for ACM-AI's 6-tool observability stack. Teaches how to query traces, inspect graph state, debug Pydantic failures, and analyze costs programmatically.
DevelopersIO article writing and Contentful publishing assistant. Use "/devio article <topic>" to draft a new article, or "/devio publish <file>" to publish to Contentful — from…
Auto-loads when CLAUDE_CODE_IS_TEAM_LEAD environment variable is set. Provides guidance for spawned team-leads on monitoring teammates, handling consults, assigning tasks, and…
نظام تخطيط الملفات بنمط Manus لتنظيم وتتبع تقدم المهام المعقدة. ينشئ ملفات task_plan.md و findings.md و progress.md.
PandasAI enables natural language queries on pandas DataFrames using LLMs. Learn to ask questions in plain English, generate charts, clean data, and integrate with OpenAI and…
Comprehensive guide to vector databases including Pinecone, Qdrant, Weaviate, embedding strategies, and similarity search.
Analyze survey responses with Likert scale analysis, cross-tabulations, sentiment scoring, and frequency distributions with visualizations.
Strategies for continued pretraining and domain adaptation in Unsloth (triggers: continued pretraining, CPT, domain adaptation, lm_head, embed_tokens, rsLoRA,…
Find AILANG vs Python eval gaps and improve prompts/language. Use when user says 'find eval gaps', 'analyze benchmark failures', 'close Python-AILANG gap', or after runni — from…
Break down complex problems into a step-by-step chain of thought for better reasoning
Generates comprehensive daily investment reports with market overview, portfolio analysis, technical signals, and opportunities — from majiayu000/claude-skill-registry
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality re — from…
Guidance for Microsoft.Extensions.FileProviders abstraction layer. USE FOR: abstracting file access over physical files, embedded resources, and composite sources, watching for…
Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.
Run LLMs and AI models on Cloudflare's GPU network with Workers AI. Includes Llama 4, Gemma 3, Mistral 3.1, Flux images, BGE embeddings, streaming, and AI Gateway.
Produces comprehensive summaries and insights about legacy codebases to help understand unfamiliar code.
Routes to appropriate PyTorch specialist skill based on symptoms and problem type — from majiayu000/claude-skill-registry
Create and optimize AGENTS.md files for AI coding agents. Use when setting up agent instructions for a new project, improving existing AGENTS.md, or diagnosing why agents aren't…
Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.
Provides React patterns for hooks, effects, refs, and component design. Covers escape hatches, anti-patterns, and correct effect usage.
Analyzes shipping data with intelligent preprocessing to handle raw, unstructured data from various sources.