Use when executing implementation plans with independent tasks in the current session — from majiayu000/claude-skill-registry
Use before any research activity or significant decision. Reviews cognitive biases relevant to the current stage. — from majiayu000/claude-skill-registry
Analyze a GitHub issue and create detailed analysis in workflows/
Run a pre-handoff QA checklist on any Figma design before it goes to engineering. Use when asked to QA a Figma design, do a pre-handoff check, review a design before engineering,…
Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK.
Quick single voice exchange. Speaks a prompt, captures one response via TTS. No persistent session needed.
Run Claude Code programmatically in headless mode or via bidirectional stream-json protocol. Use when building agents, automating Claude, running headless Claude, implementing…
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference.
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research — from…
Comprehensive SaaS architecture planner for Next.js + Supabase applications. Converts ideas into production-ready technical plans with database schemas, file structures, feature…
Use Exa AI for neural search, content retrieval, and automated deep research. Requires EXA_API_KEY.
Datenbankrecht für Musik-, Film- und Bildarchive: §§ 87a-87e UrhG für Mediendatenbanken, Schichtenschutz (Datenbankherstellerrecht + Urheberrecht an Einzelwerken), Lizenz — from…
Model serving engine for PyTorch. Focuses on MAR packaging, custom handlers for preprocessing/inference, and management of multi-GPU worker scaling.
Automate Splunk queries and analyze results using Chrome DevTools MCP. Use when the user wants to run Splunk searches, export log data, or analyze Splunk results.
AKTIVIERT SICH AUTOMATISCH bei vagen Auftraegen. LIEBER EINMAL ZU OFT NACHFRAGEN als falsch implementieren. — from majiayu000/claude-skill-registry
Design and review REST/GraphQL APIs for correctness, consistency, and security. Generates OpenAPI specs, validates endpoint design, and checks for common API pitfalls.
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational mate — from…
Analyze checkpoint tests and suggest missing edge cases. Use after writing tests or when reviewing test coverage. Invoke with /edge-cases <problem> <checkpoint>.
Force full interview depth for this session. Use when user says '/full-interview' or 'full interview mode'.
Build CE-first end-to-end pipelines using WrapCalibratedExplainer with fit, calibrate, and explain or predict sequencing.
Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcriptio — from…
Build conversational AI voice agents with ElevenLabs Platform. Workflow: configure agent, add tools and knowledge base, integrate SDK, test, deploy.
Analyze Field Labs coaching transcription data, calculate session metrics, and generate daily summaries.
Search GitHub issues, pull requests, and discussions across any repository. Activates when researching external dependencies (whisper.cpp, NAudio), looking for similar bu — from…
Loads internal CausalPy example datasets. Use when the user needs example data or asks about available demos. — from majiayu000/claude-skill-registry
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 or edit images using Google Gemini API via nanobanana. Triggers: "nanobanana", "generate image", "create image", "edit image", "AI drawing", "图片生成", "AI绘图", "图片编 — from…
Public and Indigenous consultation, stakeholder feedback analysis, response strategy. Categorizes themes, performs sentiment analysis (support/opposition/neutral), generates…
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualizati — from…
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation.
Identify content gaps and organizational opportunities. Analyzes missing content areas, redundancies, and consolidation opportunities.
Cohesive Linear HoTT patterns for interaction entropy with diagram generation. Implements Schreiber's cohesive modalities (♯,♭,ʃ) and Riley's linear modality (♮) for quan — from…
Build MCP servers in Python with FastMCP to expose tools, resources, and prompts to LLMs. Supports storage backends, middleware, OAuth Proxy, OpenAPI integration, and Fas — from…
Techniques for gaining visibility into cloud spending, attributing costs to business units, and detecting financial anomalies. — from majiayu000/claude-skill-registry
Bestehende Datenschutzdokumentation oder Richtlinien an neue Anforderungen oder Verarbeitungstätigkeiten anpassen. Art. 5 24 DSGVO Rechenschaftspflicht.
Test and evaluate AI agents and LLM outputs using code-first evaluation framework with strong typing.
Compute spatial statistics for spatial transcriptomics data using Squidpy. Calculate Moran's I, Geary's C, spatial autocorrelation, co-occurrence analysis, and neighborho — from…
Use when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX.
End-of-day cleanup and maintenance routine. Calculates Sleep Score (0-100) based on uncommitted work, branch cleanup, issue updates, CI status, and service shutdown.
Detect where love (kappa_i, the imaginary component) interfaces with structure (kappa_r, the real component).
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validi — from…
Implement a bounded feature slice through test-first discipline, minimal implementation, and explicit refactor boundaries.
Moonshot AI Kimi API - Trillion-parameter MoE model with 256K context, tool calling, and agentic capabilities for chat, coding, and autonomous task execution
K-line candlestick pattern recognition for stocks listed in HK / US / A-share / Singapore via Longbridge Securities.
Debug external and internal API failures — timeout, rate limit, authentication, webhook, latency, retry
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies.
Comprehensive project audit — health, architecture, phase retrospective, and codebase quality. Produces a scannable report with actionable recommendations.
Analyzes UXR report PDFs and generates structured analysis documents with key findings, recommendations, and strategic connections. Use when given a UXR report to analyze.
KI-System-Inventar nach EU-KI-VO (VO 2024/1689) – erfasst je KI-System Rolle (Anbieter, Betreiber, Einführer, Händler, Bevollmächtigter, Produkthersteller) und Risikoklas — from…
Review software architecture for SOLID principles, design patterns, scalability, and maintainability. Use when evaluating system design or planning refactoring.
Design reusable prompt templates that encode domain-specific patterns for recurring AI tasks. Use when you've executed similar prompts 2+ times and need to capture the pa — from…
Generate a comprehensive account brief by combining company enrichment, decision-maker mapping, and engagement history from Amplemarket.
Extracts and documents design tokens (colors, typography, spacing, shadows, etc.) from Figma designs. Updates the "デザイントークン" section in screen spec.md.
Build the AgentStack API Gateway in Go with Fiber/Chi. Use for creating REST API endpoints, HTTP handlers, middleware, request validation, and API routing.
AIOS Agent Operating System and Cerebrum SDK for building, deploying, and orchestrating AI agents — from majiayu000/claude-skill-registry
Analyze China macroeconomic data, PBOC monetary policy, fiscal policy, and their impact on A-share and HK stock markets.
Execute the Recursive Thought Committee (RTC) protocol by generating and harmonizing inputs from 5 specialized cognitive personas.
Debug ML training issues and optimize performance including loss divergence, overfitting, and slow convergence — from majiayu000/claude-skill-registry
Direct research projects by gathering team feedback and delegating implementation tasks. Writes publication-quality scientific text and coordinates bioinformaticians, software…
Researches real-world problems, competitor solutions, and customer complaints before test planning. Posts findings as Linear comment for ln-512 and ln-513.