Final reporting and sign-off workflow. Spawns business-analyst for PRD completion verification, project-manager to consolidate results into executive report with metrics and…
Builds GraphQL APIs with schema design, resolvers, error handling, and performance optimization using Apollo or Graphene.
Enables grounded question answering by automatically executing the Google Search tool within Gemini models.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Use when you need a complete research workflow from initial literature search to polished, fact-checked document.
Run Gemini CLI commands from Claude with correct Node version. Use when user asks to run Gemini CLI, test Gemini traces, or debug Gemini telemetry.
Taxonomic classification of metagenomic reads using Kraken2. Fast k-mer based classification against RefSeq database.
agent-browser CLI の仕様と使い方に関する知識を提供。ヘッドレスブラウザ自動化、スナップショット、セレクター、セッション管理、ネットワーク制御について回答。Use when user asks about agent-browser, browser automation, snapshots, selectors, sessions,…
Post-launch analysis and results documentation. Document what shipped and what we learned.
Help users who struggle with prompt design by turning their vague questions or tasks into high-quality, structured Japanese YAML prompts.
Three-tier enterprise code analysis system. Tier 1 analyzes individual repositories (structure, patterns, dependencies, memory).
Train ML models with scikit-learn, PyTorch, TensorFlow. Use for classification/regression, neural networks, hyperparameter tuning, or encountering overfitting, underfitti — from…
Local LLM health checks and cache management. Probe Ollama/vLLM/SGLang endpoints, clean model caches.
Applies abstract interpretation using different abstract domains (intervals, octagons, polyhedra, sign, congruence) to statically analyze program variables and infer invariants,…
LangSmith prompt governance for Triatu. Use when moving prompts out of code, versioning them, or documenting prompt management.
Validate agent YAML frontmatter and configuration. Use before committing agent changes or in CI. — from majiayu000/claude-skill-registry
Pick and implement a task on Claude Code Web. Zero interactive prompts. No cross-branch operations — stores task data locally in .aitask-data-updated/.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more.
Customize your own agent — add capabilities, install packages, add MCP servers, edit code or CLAUDE.md.
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore c — from…
Verify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verify a research idea is — from…
Create or update SKILL.md files for this repo. Use when authoring skills in .codex/skills/.
Use when analyzing vault structure, finding orphan notes, discovering missing connections, identifying bridge concepts, or checking vault health from a graph perspective.
Add custom query parameter filters to entity endpoints. Use when extending search/filter capabilities beyond the base pagination.
Use when adding a new framework/stack to create-faster CLI tool - addresses copy-first mentality, incomplete implementations, and missing dependencies — from…
Use when you have a spec or requirements for a multi-step task, before touching code — from majiayu000/claude-skill-registry
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement.
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observabi — from…
Build Apify Actors (web scrapers) using Node.js and Crawlee. Use when creating new scrapers, defining input schemas, configuring Dockerfiles, or deploying to Apify.
Use when conducting customer discovery interviews, user research, surveys, focus groups, or observational research requiring rigorous analysis - provides systematic 6-phase…
Use when the user asks to design RAG pipelines, optimize retrieval strategies, choose embedding models, implement vector search, or build knowledge retrieval systems.
Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models.
End-to-end RNA-seq workflow from FASTQ files to differential expression results. Covers QC, quantification (Salmon or STAR+featureCounts), and DESeq2 analysis with visual — from…
Audit a PowerPoint presentation for layout issues, text overflow, visual hierarchy problems, and consistency gaps.
NADIO 오디오 드라마 JSON을 Google Veo 3 비디오 프롬프트로 변환. 캐릭터 비주얼, 감정 표현, 시네마틱 샷 구성을 최적화하여 고품질 비디오 생성 프롬프트 제공.
Create/update .agent/constitution.md. Use when commands/boundaries/constraints must be confirmed before baseline or code changes.
Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry.
Orchestrate 3-stage friction analysis workflow across conversations. Extracts raw friction, abstracts patterns, and presents for approval.
Abuse prevention - rate limiting, moderation, bad actors. Use when fighting abuse.
Process and resolve CodeRabbit automated PR review comments. Use when the user says "check rabbit review", "handle coderabbit comments", "resolve rabbit feedback", or mentions…
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, resp — from…
Designs REST and GraphQL APIs including endpoints, error handling, versioning, and documentation. Use when creating new APIs, designing endpoints, reviewing API contracts — from…
Options trading with OpenAlgo - single leg orders, multi-leg strategies (Iron Condor, Straddle, Strangle, Spreads), options chain analysis, and Greeks calculation
Design stable, compatible public APIs using extend-only design principles. Manage API compatibility, wire compatibility, and versioning for NuGet packages and distributed — from…
Routes to appropriate PyTorch specialist skill based on symptoms and problem type — from majiayu000/claude-skill-registry
コードベース分析から環境セットアップガイドドキュメントを生成。 パッケージマネージャ、必要なツール、環境変数、起動コマンドを検出。 トリガー: setup guide, environment setup, development environment, installation guide, getting started, prerequisites.
Generate usage report for MiniMax and token optimization Use when: (1) /audit is invoked, (2) task relates to audit functionality.
Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inq — from…
Planning conventions for pattern surveys, decision escalation, task tracking, skill loading, and finalization.
Patterns for wrapping any agent with RAG context from Qdrant. Use to add persistent memory to imported or external agents.
Use when the user asks to create, refine, evaluate, or optimize an LLM prompt. Do NOT trigger for Claude Code skills (use skill-creator) or when rewriting an existing skill (use…
Manages GitLab packages. Use for listing, publishing, or downloading packages. Triggers: artifact registry. — from majiayu000/claude-skill-registry
Comprehensive 6-phase research funnel — 8-10 parallel survey agents sweep wide, a synthesizer compiles evidence, deep-dive and adversarial agents run in parallel to elaborate and…
MS-DIAL-based metabolomics preprocessing as alternative to XCMS. Covers peak detection, alignment, annotation, and export for downstream analysis.
Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
คลัง prompts แบบ minimal ที่ใช้ token น้อยที่สุดแต่ได้ผลลัพธ์ดี พร้อม templates และ best practices
Checks layer boundary violations, transaction boundaries, session ownership, cross-layer consistency. Use when auditing architecture layers. — from majiayu000/claude-skill-registry
Run RALPH autonomous development loop. Converts PRD markdown to prd.json and runs autonomous implementation. — from majiayu000/claude-skill-registry
AWS Bedrock foundation models for generative AI. Use when invoking foundation models, building AI applications, creating embeddings, configuring model access, or implemen — from…
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and run — from…