Structured decision critic that systematically stress-tests reasoning before commitment surfacing hidden assumptions verifying claims and generating adversarial perspecti — from…
Turn a novel into a fully playable game on the selected target platform. Orchestrates the whole adaptation pipeline — requirements intake, gameable deconstruction, concept…
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similar — from…
Design DAG-based MLOps pipeline architectures with Airflow, Dagster, Kubeflow, or Prefect. Activates for DAG orchestration, workflow automation, pipeline design patterns, CI/CD…
Analyze meeting transcripts to extract action items, decisions, key points, and generate summaries
Personality-tuned AI for the S (The Supporter) DISC type. Adapts AI tone, structure, and feedback to be patient, reliable, and team-oriented. Powered by Crystal's DISC framework.
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Bayesian statistical modeling with PyMC v5+. Use when building probabilistic models, specifying priors, running MCMC inference, diagnosing convergence, or comparing models.
Assess delivery health metrics. For software: DORA + APEX. For content/AI/service products: product-type-appropriate metrics. — from majiayu000/claude-skill-registry
Retrieves and processes AORC precipitation data for HEC-RAS/HMS models. Handles spatial averaging over watersheds, temporal aggregation, DSS export, and Atlas 14 design s — from…
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback.
Personal AI Infrastructure core. AUTO-LOADS at session start. The authoritative reference for how the PAI system works, how to use it, and all system-level configuration — from…
Calculate and track CO2 emissions and carbon footprint for construction projects. — from majiayu000/claude-skill-registry
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. — from majiayu000/claude-skill-registry
Master machine learning foundations - algorithms, preprocessing, feature engineering, and evaluation
Comprehensive Rust coding guidelines with 179 rules across 14 categories. Use when writing, reviewing, or refactoring Rust code.
Expert guidance for Plang programming language (plang.is). Use when the user asks about Plang syntax, wants to generate Plang code, needs help debugging Plang goals, wants to…
Create a new React project using Vite, TypeScript, and Feature-based architecture.
Activate a Cognitive Digital Twin. Can simulate a custom subject (via core/ directory) OR load pre-installed celebrity/expert personas (from personas/ directory).
Cross-symbol comparison (2–5 stocks) via Longbridge — valuation (PE / PB / PS / dividend yield), current price + change, latest financial KPIs (revenue / net income / ROE), market…
Generate a complete software specification document for the current project/repo, including architecture, data model, key processes, pseudocode, and Mermaid diagrams (context,…
Convierte archivos Markdown a DOCX con formato profesional usando pandoc. Incluye portada con título, tabla de contenidos, cabeceras y estilos corporativos.
MoAI super agent - unified orchestrator for autonomous development. Routes natural language or explicit subcommands (plan, run, sync, fix, loop, project, feedback) to spe — from…
[Code Quality] Identifies architectural hotspots: high-churn files, coupling issues, layer violations, and dependency tangles.
Compare user expectations (UTCs) with code reality to identify gaps. Use when you need to understand discrepancies between what users expect and what code actually does.
Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython. Use when creating sequences from strings, modifying sequence data in-place, or building anno — from…
Fetch web pages, PDFs, and documents with automatic fallbacks and content extraction. Use when user says "fetch this URL", "download this page", "crawl this website", "ex — from…
Reinforcement learning engineering for RAN systems with policy gradients, experience replay, and AgentDB integration.
remote CI (GitHub Actions) 相当のチェックをローカルで実行。Biome check、テスト、ビルドを並列実行し、全てのチェックが成功したことを確認する。PR作成前の事前チェックに使用。 — from majiayu000/claude-skill-registry-data
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly. — from majiayu000/claude-skill-registry
Test and evaluate AI agents and LLM outputs using code-first evaluation framework with strong typing.
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits.
Rapid validation of technical feasibility and approach before full implementation. Use when evaluating new technologies, validating approaches, testing integrations, or…
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format.
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when testing Anicca (landing, webapp) via Tailscale/local URL.
Analyze completed Linear cycles for retrospectives. Identifies velocity trends, scope creep, and patterns to improve future planning.
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying.
Perform comprehensive geopolitical research using GDELT data sources and specialized analysis agents.
Analyze laboratory alumni career trajectories and outcomes to provide data-driven
在远程服务器上一键部署 OpenClaw。当用户需要安装 OpenClaw、部署 OpenClaw、配置 OpenClaw 到服务器时使用
Manually install Claude Code plugin components when official plugin installation fails. Use when `/plugin install` succeeds but plugins don't load, when verifying plugin…
Track and evaluate AI predictions over time to assess accuracy. Use when reviewing past predictions to determine if they came true, failed, or remain uncertain.
SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations.
Generate UI components from natural language descriptions. Use when: user asks for a page, component, or UI element.
Search past Claude Code conversations. Use when user says "search conversations", "find that chat", "what did we discuss", "where did we talk about", "look up past session", "find…
Using Qwen 2.5 models via Ollama for local LLM inference, text analysis, and AI-powered automation — from majiayu000/claude-skill-registry
Automatic codebase indexing for invisible context injection. Catalogs project structure, file types, entry points, dependencies, and test layout.
Comprehensive cost tracking and optimization for production Claude deployments. Covers Admin API usage tracking, efficiency measurement, ROI calculation, optimization patterns…
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expressi — from…
Biblioteca de componentes Blade do sistema Easy Budget. Use esta skill sempre que precisar gerar interfaces (UI), formulários, tabelas, modais ou dashboards.
Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter.
Dynamic Context Pruning extension for pi. Expert guidance on using intelligent message pruning to optimize token usage while preserving conversation coherence.
Generate website images with Gemini 3 Native Image Generation. Covers hero banners, service cards, infographics with legible text, and multi-turn editing.
Generates TEMPLATE_PACK.json including structure and mandatory clauses for given doc_type/court_type/state.
Control KiCAD for electronic circuit design, schematic creation, and PCB layout operations
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources.
Make AI model decisions interpretable and transparent. Use for: implementing SHAP for feature importance analysis, using LIME for local explanations, creating attention…
Use free SearXNG web search APIs for agent-friendly, privacy-first, and high-volume search tasks.
Use when you want Codex to review its own recent history (last N days or specific period) and improve its behavior.
R statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more.