Create well-structured notes in Obsidian with intelligent tag suggestions. Use when the user asks to create a note, make a note, or save content to Obsidian.
Universal multi-perspective analyzer for any topic, file, idea, or decision. Extract key points, find gaps/risks, identify improvements with actionable plans.
Load single-cell TCR-seq or scBCR-seq data from various formats into a scRepertoire-compatible object.
Verbosity-reduction response register. Drops redundant clauses, narrative hedging, and ceremony while preserving articles, grammar, and decision-oriented register.
LiteLLM proxy server setup, TypeScript client patterns via OpenAI SDK, model routing, fallbacks, load balancing, spend tracking, virtual keys, and production deployment — from…
Run thesis experiments from ideation through publication. Use when brainstorming research questions, writing specs, executing experiments, or polishing for thesis.
Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp d — from…
Use when copy/paste doesn't work over SSH, or clipboard not syncing between local and remote, or setting up terminal remoting
Modern C# asynchronous programming patterns using async/await, proper CancellationToken usage, and error handling in async code.
Analyze spatial variability of NOAA Atlas 14 precipitation frequency estimates within HEC-RAS model domains using intelligent extent-based downloading.
Read agent interaction logs across packs and detect operational patterns. Emits state-transition FeedbackEvents for degradation/recovery.
Use when evaluating whether a new feature, dependency, or abstraction is truly needed. 5-step root cause challenge.
Apply RE5 Fractal Reasoning to recognize self-similar patterns repeating across different scales.
Skill de fin de session Claude Code pour documenter automatiquement le travail accompli. DÉCLENCHEURS: /end-session, fin de session, clôturer session, terminer session, sync docs…
Draft, rewrite, or condense emails with target tone, length, and audience; use for cold outreach, replies, status updates, or escalations where clarity and brevity matter — from…
Semantic code search and AI-powered codebase Q&A across indexed repositories. Use when understanding code beyond local files, exploring dependencies, discovering cross-pr — from…
Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.
Analysiert aus mehreren Perspektiven. Run '/perspectives', 'multi-perspektive', oder 'verschiedene sichtweisen'.
ストーリーからTDD/E2E/TASK分岐付きタスクリスト（TODO.md）を生成。 ストーリー駆動開発の起点となるスキル。 「タスクを作成」「/dev:story」で起動。
Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries.
Generiert Rueckfragen an den Mandanten wenn das vorgelegte Material fuer eine sinnvolle Recherche nicht ausreicht oder Abgrenzungsfragen offen sind.
Automatically diagnose excessive Codex local SQLite diagnostic log writes and give a concrete fix plan.
Initialize and configure OpenClaw agent workspace MD files (AGENTS.md, SOUL.md, IDENTITY.md, USER.md, TOOLS.md, BOOTSTRAP.md, HEARTBEAT.md).
Web Toolbox 市场调研与用户痛点挖掘。通过搜索 Reddit、Hacker News、TikTok、Product Hunt、 Google Trends 等平台，发现高流量在线工具机会、用户吐槽的痛点、竞品流量数据，生成可落地的 新工具建议报告。使用此 skill 当用户提到：(1) 调研新工具机会 (2) 挖掘用户痛点 (3) 分析 竞品流量…
Extract patterns and insights from large datasets using association rules, clustering, classification, and anomaly detection.
Generate CLAUDE.md project memory files by exploring codebases. Use when user asks to "generate memory", "create CLAUDE.md", "document this project", "understand this codebase",…
Consult external LLMs (Gemini, OpenAI/Codex, Qwen) for second opinions, alternative plans, independent reviews, or delegated tasks.
Library for Graph Neural Networks (GNNs). Covers MessagePassing layers, modular aggregation schemes, and handling large graphs via mini-batching with disjoint graph…
Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter.
SEC EDGAR filing analysis using EdgarTools. Use when user asks about SEC filings, company financials, 10-K/10-Q analysis, insider trading, revenue trends, or financial…
Analyze ML model architecture from papers and code. Use when understanding model structure for implementation. — from majiayu000/claude-skill-registry
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create skills from documentation, repos, PDFs, videos, or other know — from…
Validate idea and create detailed PRD. Saves docs/PRD.md to project. Use when: user describes an app idea, wants to create something new.
Expert skill for SLAM algorithm selection, configuration, and tuning. Configure visual SLAM (ORB-SLAM3, RTAB-Map), LiDAR SLAM (Cartographer, LIO-SAM), tune parameters, ev — from…
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation.
Apply SY3 Stocks & Flows to distinguish accumulations from rates of change affecting them. — from majiayu000/claude-skill-registry
USE WHEN: writing system prompts, structuring complex instructions, engineering context for Claude agents, optimizing attention efficiency in long prompts.
Multi-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports.
Create complete audiobook with OpenAI GPT-4o-mini translation to Argentine Spanish. Full pipeline - translate, TTS, video with background image.
Configures API gateways for routing, authentication, rate limiting, and request transformation in microservice architectures.
Build AI agents with persistent threads, tool calling, and streaming on Convex. Use when implementing chat interfaces, AI assistants, multi-agent workflows, RAG systems, or any…
Executes Tavily AI search, extraction, crawling, mapping, and deep research via Python CLI. Use when web search, URL content extraction, site crawling, or multi-step research…
Use when exploring Bknd's auto-generated API endpoints. Covers REST endpoint patterns, route listing, module base paths, SDK method mapping, admin panel API explorer, and — from…
Use when creating new skills, editing existing skills, or verifying skills work before deployment — from majiayu000/claude-skill-registry-data
TOON format knowledge and usage patterns for agent communication and memory persistence in plan-marshall marketplace — from majiayu000/claude-skill-registry
Use when starting work on any project (technical or non-technical) to understand structure, standards, and best practices before making changes — from…
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API.
Guide for using JASPAR transcription factor binding profiles with ENCODE ChIP-seq data. Use when users need to find TF binding motifs in ENCODE peaks, validate ChIP-seq targets…
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or need — from…
Query and analyze Claude Code observability data (metrics, logs, traces). Use when analyzing performance, costs, errors, tool usage, sessions, conversations, or subagents.
Use when the user wants web research: gathering cited, multi-angle evidence on a specific question. Triggers on: \"research X for me\", \"do web research on\", \"look up sources…
Use when assembling strategic context - collects and filters research by topic with expiry management to prevent using stale data in decisions
Comprehensive guide to creating, managing, and maintaining ground truth datasets for AI evaluation including annotation, quality control, and versioning — from…
Efficiently navigate codebase documentation during Research phase. Use instead of Grep/Glob for finding architectural decisions, feature specs, and technical docs.
Refine a GitHub issue with extra validation and triage detail; use for high-impact issues or cross-team work.
Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.
Autonomous execution loop that processes a Beads epic task-by-task with fresh subagents, two-stage review, and circuit breaker safety. Use after plan-to-epic creates the epic.
Add alpha blending, alpha testing, or additive blending to an SDL GPU project. Configure blend state, sort transparent objects, and set up clip/discard for cutout transparency.
Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing. — from majiayu000/claude-skill-registry