Research agent for external documentation, best practices, and library APIs via MCP tools — from majiayu000/claude-skill-registry
Implement graph neural networks with PyTorch Geometric for node, edge, and graph tasks
Extract health and fitness data from Garmin Connect including activities, sleep, heart rate, stress, steps, and body composition.
Identify which standards are covered vs. missing, analyze depth of coverage for each standard, prioritize uncovered standards, and recommend content to fill gaps.
Author monitoring resources: PrometheusRules, ServiceMonitors, PodMonitors, AlertmanagerConfig, Silence CRs, and canary-checker health checks.
Autonomous curator for Source Library - discover, evaluate, and import historical texts in alchemy, Hermetica, Kabbalah, Rosicrucianism, and early modern knowledge.
Write or update duplojs-utils JSDoc documentation files under jsDoc/{namespace}/{function}/, including index.md structure, @example includes, and example.ts usage pattern — from…
Control KiCAD for electronic circuit design, schematic creation, and PCB layout operations
WRLD Inc design system for building UI components with Tailwind CSS and ShadCN. Use when creating React components, designing interfaces, generating CSS, or implementing the WRLD…
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Break down problems to fundamental truths. Use when conventional solutions fail, you need innovation, or want to challenge assumptions.
Expert knowledge for APM (Observability) Layer modeling in Documentation Robotics
Current Claude AI and Claude Code capabilities, features, and limits. Consult before making claims about what Claude can or cannot do, what features exist, model availability,…
CRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platform async, Chat — from…
Reflect on a session to identify learnings, friction points, and improvements. Captures valuable insights for future sessions and system evolution.
Cross-model context handoff via Japanese semantic compression with negentropic coherence validation. Creates portable carry-packets that transfer cognitive state between AI…
Case: Tatbestandsmerkmale, Beweisfragen und Beleglage im Plugin ki governance; schärft Rollen, Belege, Fachnormen, Risiken, Gegenargumente und nächsten verwertbaren Schritt statt…
Эксперт Airbyte. Используй для настройки ETL/ELT пайплайнов, коннекторов, синхронизации данных и data pipelines. — from majiayu000/claude-skill-registry
Web search using Jina Search API. Returns search results with titles, URLs, and descriptions. Use for finding documentation, facts, current information, or any web content.
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration — from majiayu000/claude-skill-registry
Scans code for security vulnerabilities and unsafe patterns. Use when the user asks about security, mentions OWASP, credentials, secrets, XSS, SQL injection, or wants to audit…
Maps where consciousness fragments, dissociates, or loses coherence. Treats dissociation not as pathology but as PROBE -- controlled failure reveals cognitive phase boundaries.
Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API) or retrieving/analyzing logged metrics (CLI).
Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, streaming respons — from…
Calculate maximum bid using BidDeed formula and bid/judgment ratios to determine BID/REVIEW/SKIP decisions
Initialize Python project structure with proper directory layout, configuration files, and best practices. Use when creating new projects or restructuring existing ones.
Use when creating expert agents. Generates agent.md with frontmatter, hooks, required sections, and skill references.
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for m — from…
Visualize and analyze issue dependencies in Linear. Finds blocking chains, circular dependencies, and critical path items.
Comprehensive technology stack evaluation and comparison tool with TCO analysis, security assessment, and intelligent recommendations for engineering teams — from…
Expert deployment engineer specializing in CI/CD pipelines, release automation, and deployment strategies.
Extract patterns and insights from large datasets using association rules, clustering, classification, and anomaly detection.
Finds marker genes for clusters of ALL cells before T/B cell selection. This process identifies differentially expressed genes across unsupervised clusters to help identi — from…
FastAPI endpoint design, routing, and request/response handling for the stock_picker_bot backend. Covers API structure, dependency injection, and integration with Pydantic models…
REQUIRED Phase 3 of /ds workflow. Enforces output-first verification at each step. — from majiayu000/claude-skill-registry
Create and configure Claude Code sub-agents with custom prompts, tools, and models — from majiayu000/claude-skill-registry
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback.
Fallstatuszusammenfassung nach Zielgruppe — mandantengerichtet (verständliche Sprache), intern (für den Supervisor) oder gerichts-/behördengerichtet (formale Schriftsatzf — from…
Estimate cell type composition in spatial transcriptomics spots using reference-based deconvolution. Use cell2location, RCTD, SPOTlight, or Tangram to infer cell type pro — from…
Systematic external reference searching across documentation, open-source repositories, and web resources.
Creates production-ready design files, prototypes, and specifications for development teams. Translates validated concepts into detailed, implementable designs with comprehensive…
Rust macro development patterns including procedural macros, derive macros, attribute macros, and declarative macros.
Deep Agents CLI reference and usage guide. Use when the user wants to: (1) Launch or configure the deepagents terminal coding assistant, (2) Set up interactive or non-int — from…
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic — from majiayu000/claude-skill-registry
Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experi — from…
LiteLLM-RS Caching Architecture. Covers Redis caching, vector database semantic caching, multi-tier cache strategy, TTL management, and cache invalidation patterns.
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Store APPLICATION patterns (architecture, procedures, conventions) in AgentDB's skills table. NOT for swarm/transient memory.
Talk to Koerner Office King Of Hustle about their expertise. Koerner Office King Of Hustle provides authentic advice using their mental models, core beliefs, and real-wor — from…
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
Fetch and summarize arXiv papers. Search by topic, read specific papers by ID or URL, and get plain-language summaries.
Delegate coding tasks to Codex AI for implementation, analysis, and alternative solutions. Use when you need a second AI perspective, want to explore different approaches — from…
Personal finance management skill providing 75 tools across 7 extensions for bank account aggregation (Plaid), brokerage trading (Alpaca), portfolio monitoring (IBKR), tax…
Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination
PAI (Personal AI Infrastructure) - Your AI system core. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack…
Validation agent that validates plan tech choices against current best practices — from majiayu000/claude-skill-registry
Explores codebases to find relevant files, trace execution paths, and map architecture with team communication capabilities for collaborative analysis (converted from agent)
Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to la — from…
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.
Build a customer health scorecard for a specific account. Use when asked to score account health, assess renewal risk, build a health dashboard, or evaluate an account's — from…