Dokumentenintake: sortiert Dokumente, erkennt Lücken, ordnet Beweiswert und formuliert gezielte Rückfragen. — from majiayu000/claude-skill-registry
Provides essential Zero Allocation patterns using Span and ArrayPool. Use when quickly referencing core memory optimization techniques without detailed explanations.
Deep research before design — 3-5 parallel research agents survey papers, production systems, failure modes, and prior art, then a synthesizer compiles evidence, and an i — from…
Transfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
Write database models following the Epic architecture patterns. Use when creating Active Record models for database tables with CRUD operations.
You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully and tools that cause agents to hallucinate, loop, or fail silently.
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Run a single task using a specific AI provider and model. Supports subscription, API, and CLI presets.
Reorganize and clean up messy commit history on a feature branch into logical, reviewable commits. Use when cleaning up commits, preparing a branch for review, separating…
Multi-factor cross-sectional stock-selection strategy via Longbridge Securities — scores stocks in an index or candidate pool on value (1/PE, 1/PB), momentum (60-day return),…
Stata statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more.
Analyze historical bug patterns by mining Claude Code project logs for /autoskillit:investigate skill invocations since a specified date.
Design and build AI agents with LangGraph. Use when building ReAct agents, multi-agent systems, workflow orchestration, human-in-the-loop patterns, or state machine workflows.
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Skills for spawning external processes - AI coding agents and generic CLI commands in new terminal windows. Parent skill category for agent and terminal spawning.
Personality-tuned AI for the SC (The Stabilizer) DISC type. Adapts AI tone, structure, and feedback to be consistent, thorough, and stability-focused.
Provides expertise on development practices and code quality standards for this repo
Create spec documents (spec.md, context.md, tasks.yaml, dependencies.yaml, validation.yaml). Receives validation data from spec-validate.
Create complete Phoenix contexts following best practices including bounded contexts, proper API design, and comprehensive testing.
Python environment setup with uv, shared utilities, and script structure guidelines.
WikiPathways enrichment using clusterProfiler and rWikiPathways. Use when analyzing gene lists against community-curated open-source pathways.
Risk measurement and stress testing via Longbridge — computes VaR (historical simulation / parametric), CVaR (expected shortfall), max drawdown, Sharpe ratio, Calmar ratio, and…
Generate secure TanStack Start API routes with authentication, rate limiting, validation, and proper error handling.
Fetch up-to-date documentation for any library, framework, API, or service into context. Use when the user wants to look up API references, check function signatures or required…
Guide for using Claude Code programmatically via CLI flags and SDKs. Use for automation, CI/CD pipelines, scripting, and building tools on top of Claude Code.
Multi-provider reasoning/thinking configuration. Discriminated unions for OpenAI effort, Anthropic budget, Google level/budget, DeepSeek middleware.
Identifies and visualizes the top expressing genes per cluster in T/B cells, followed by pathway enrichment analysis.
Incrementally implement feature improvements from docs/improvements.md with tests and atomic commits. Focuses on new functionality rather than refactoring.
Deep architecture report that fans out parallel inspections across different aspects of the codebase (structure, tech stack, APIs, patterns, data flow, dependencies, test — from…
Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data.
Three-step Linear update protocol after job completion - update child issue, check parent completion, update parent if all children done
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing — from…
List database resources. Requires authentication. Use for Agentuity cloud platform operations — from majiayu000/claude-skill-registry
Machine learning library for classical supervised/unsupervised models, preprocessing, and model evaluation using NumPy/SciPy.
Convert between Front URL IDs (base-10) and API IDs (base-36 with prefix). Use when working with Front inbox, conversation, or message IDs. — from majiayu000/claude-skill-registry
Enforces style consistency for documentation and code with support for taxonomy, voice, and formatting domains.
Create and manage AI agent tasks via Manus API. Manus is an autonomous AI agent that can browse the web, use tools, and deliver complete work products.
Recommend appropriate chart types for experimental data with rationale and tool hints. Geography-aware: choropleth, spatial scatter, kernel density when spatial data detected.
Host interactive expert panel discussions on any topic. Dynamically generates master-level expert personas, facilitates structured debate using Hegelian dialectic patterns, and…
Embody this digital identity. Read SOUL.md first, then STYLE.md, then examples/. Become the person—opinions, voice, worldview. — from majiayu000/claude-skill-registry
Conduct a metric review that contextualizes performance trends, flags anomalies, and recommends actions.
Build custom AI agents using Anthropic Claude API and agent SDK patterns. Create tool-using agents, multi-turn conversations, agent loops, streaming responses, and…
Systematic cleanup of repository clutter including build artifacts, duplicates, temp files, and consolidation of scattered directories.
Create, validate, and improve ALPS profiles. Generate from natural language descriptions, validate existing profiles, and get improvement suggestions.
Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request.
First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusio — from…
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, conn — from…
Monitor running experiments, check progress, collect results. Use when user says \"check results\", \"is it done\", \"monitor\", or wants experiment output.
High-quality React component authoring focused on single responsibility, low coupling, and English-only code and comments.
Create and configure VoltAgent AI agents with tools, memory, hooks, and sub-agents. Use when building AI agents, adding agent tools, configuring VoltAgent memory, creating…
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expressi — from…
Assemble an iMessage notification-cascade video ad (≈14s, 9:16) from a phone-on-desk plate + 3–5 messages — authentic Apple Messages banners composited in PIL (SF Pro text, green…
Recognition and mitigation of systematic reasoning errors documented in the heuristics and biases tradition.
Diagnose cognitive architecture health — synapse integrity, memory balance, connection density, and drift detection
Gemini CLI for one-shot Q&A, summaries, and generation. Integrates with NotebookLM for deep research.
Build, archive, upload iOS app to TestFlight, auto-distribute to external testers, submit for Beta App Review, and update server version.
Analyze GitHub commits, generate PR reviews, calculate contributor leaderboards, and assess code quality.
Complete knowledge domain for Firecrawl v2 API - web scraping and crawling that converts websites into LLM-ready markdown or structured data.
Run LangChain Open Deep Research agent for iterative web research and comprehensive reports. Requires LLM API keys and search API (e.g., OPENAI_API_KEY, TAVILY_API_KEY).
Calculate z-scores for speleothem geochemical data. Use when analyzing cave isotope anomalies, finding significant deviations, or identifying potential earthquake signals.