Meta-prompting system for dynamic prompt generation using templates, standards, and patterns. USE WHEN meta-prompting, template generation, prompt optimization, or progra — from…
Quality control and assessment for proteomics data. Use when evaluating proteomics data quality before downstream analysis.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).
Apply P8 Narrative Framing to structure information as causal stories with conflict, choice, and consequence.
Slack スレッドに返信する。「スレッドに返信」「スレッド返信して」「このスレッドに返信」「スレッドで返信」「スレッドに投稿」「スレッドに書き込み」「返信をスレッドで」などで起動。User Token があればユーザーとして返信、なければ Bot として返信。
Develop high-quality, accessible React components using shadcn-ui, Tailwind CSS, and Radix UI. Use when building forms, layouts, dialogs, tables, or any UI components.
学習目的で、あらゆる提案変更に WHY / VERIFY / RISK とロールバックを必ず付ける（コード・コマンド・AWS手順）。WHYは「選択肢→特徴→結論（最適案）」で統一する。
Résout automatiquement les erreurs PHPStan en analysant et corrigeant les problèmes de types. Boucle jusqu'à zéro erreur ou stagnation.
Gay.jl integration for deterministic color generation. SplitMix64 RNG, GF(3) trits, and SPI-compliant fingerprints in Julia. — from majiayu000/claude-skill-registry
Model serving engine for PyTorch. Focuses on MAR packaging, custom handlers for preprocessing/inference, and management of multi-GPU worker scaling.
End-to-end CLIP-seq analysis from FASTQ to binding sites and motif enrichment. Use when analyzing protein-RNA interactions from CLIP-based methods.
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control. — from majiayu000/claude-skill-registry
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to und — from…
Deploy production recommendation systems with feature stores, caching, A/B testing. Use for personalization APIs, low latency serving, or encountering cache invalidation,…
CopilotKit integration patterns for providers, runtime wiring, `useCoAgent`, `useCopilotAction`, `useLangGraphInterrupt`, shared state, and HITL with LangGraph.
Verify a CVlization training pipeline example is properly structured, can build, trains successfully, and logs appropriate metrics.
Deep technical review of data science, MLOps, and machine learning projects. No feelings attached — pure roast mode.
Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making — from majiayu000/claude-skill-registry
Intelligent increment archiving expert that analyzes age, status, and activity to recommend archiving.
Sets up complete internationalization infrastructure for React, Vue, Next.js, or vanilla JS with framework config, translation files, and language switching.
Analyze transcription factor motif accessibility variability using chromVAR. Use when identifying which TF motifs show variable accessibility across samples or conditions — from…
Generate AI agent personas with authentic backstories, demographics, and personality traits for TraitorSim.
Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation — from majiayu000/claude-skill-registry
Write or revise RTD pages with audience-aware structure, CE-first examples, and correct toctree integration.
Systematically hunt for every variant of a discovered vulnerability across the entire codebase. Use when a bug is found and all instances of the same root cause pattern must be…
Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how doe — from…
Generate dependency diagrams from code or architecture. Traces code-level dependencies (hooks, queries, providers, components) or maps high-level system architecture.
Setup vector embeddings and semantic search for document collections. Use for AI-powered similarity search, finding related documents, and preparing knowledge bases for RAG…
Use when user invokes /stats or asks about Claude Code usage, token consumption, session history, model distribution, or activity patterns.
Look up current research information using Perplexity Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter.
Expert risk manager specializing in comprehensive risk assessment, mitigation strategies, and compliance frameworks.
Interacts with sourcehut issue trackers using the hut CLI. Use when asked to create, read, update, triage, or comment on tickets for a sourcehut-hosted project.
Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/pag — from…
Find emails, phone numbers, and enrich profiles using ContactOut. LinkedIn enrichment, people search, company enrichment, and batch operations.
Get a deep critical review of research from GPT using a secondary Codex agent. Use when user says \"review my research\", \"help me review\", \"get external review\", or wants…
Comprehensive personal finance management system for analyzing transaction data, generating insights, creating visualizations, and providing actionable financial recommen — from…
When the user wants to solve complex scheduling, allocation, or combinatorial problems using constraint programming (CP).
Analyzes spending patterns, identifies where money goes, and provides scientific budget recommendations.
Debug Django Channels WebSocket issues including connection failures, authentication, message handling, Redis pub/sub, and real-time streaming.
Create Operational architecture diagram showing CLI workflows, configuration, and observability. Administration lens answering "How is it run and monitored? — from…
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring ne — from…
Create Error/Resilience architecture diagram showing failure handling, recovery mechanisms, and circuit breakers.
Risk-return optimisation for investment portfolios via Longbridge — builds risk-adjusted return-optimal portfolios based on fund size, risk preference (conservative / balanced /…
Analyze a project's tech stack and generate comprehensive Claude Code configuration files (.claude/ directory with CLAUDE.md, skills, agents, rules, and commands).
Proactive recovery using plan mode and subagents. After 1-2 failed attempts, STOP trying variations. Enter plan mode and launch parallel Explore/Plan agents to find idiomatic…
Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture) — from majiayu000/claude-skill-registry
Produce calibrated predict and predict_proba outputs, with optional uncertainty intervals, without generating explanations.
AI가 생성한 한국어 텍스트의 특징적인 패턴을 감지하고 자연스러운 인간의 글쓰기로 변환합니다. 과학적 언어학 연구(KatFishNet 논문, 94.88% AUC 정확도)에 기반합니다.
Define tools for the support agent. Use when adding new capabilities like refund processing, license transfer, knowledge lookup, or any agent action.
Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.
Reference for all AI tools available in DBX Studio's AI chat system. Use when adding, modifying, or debugging AI tool definitions, tool execution, or provider integration — from…
Cloud platform for running open-source AI models. Provides inference APIs for LLMs, image models, and embedding models.
Use when the user asks to investigate, explore, understand, explain, or analyze how an existing feature or logic works.
Master debugger for Python code with expertise in common errors, performance issues, and debugging tools
Batch effect correction for CRISPR screens. Covers normalization across batches, technical replicate handling, and batch-aware analysis.
Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client).
Shell methodology scenario planning with worldview elicitation, external scenario construction, actor-relative impact analysis, and rigorous documentation.
Use when you need to achieve any emotional outcome through animation—provides a framework for mapping Disney principles to any target emotion.
Waddington's epigenetic landscape: cell fate as gradient flow on potential surfaces, connecting developmental biology to dynamical systems, Schrödinger bridges, and fractional…
GF(3)-balanced structured decompositions for parallel computation. Decomposes problems into MINUS/ERGODIC/PLUS components with sheaf-theoretic gluing.