Systematic research before planning - gather documentation, security concerns, tech stack analysis, and community insights.
Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication acro — from…
Xenodium's Emacs packages: chatgpt-shell, agent-shell, dwim-shell-command, and ACP integration for modern Emacs development.
Expert-level Vercel AI SDK v5 patterns for production chatbots. Use for: (1) Chat persistence with Drizzle/PostgreSQL, (2) Generative UI with typed tool parts, (3)…
Use for API/SWR wiring in PierceDesk. Covers Supabase auth patterns, client-to-API wiring, data fetching for large datasets or high-frequency updates, and references to…
Deep code analysis using consultant agent. Identifies technical debt, risks, and improvement opportunities. — from majiayu000/claude-skill-registry
Rigorous problem decomposition and evidence-based analysis methodology for software engineering tasks. Use to analyze situations, figure out concepts or investigations.
Summarize long Isabelle or Coq proof scripts into high-level logical steps and reasoning flow. Use when users need to: (1) Understand the structure of a complex proof, (2)…
Displays the roster of architecture team members with their specialties and expertise areas. Use when the user asks "Who's on the architecture team?", "List architecture — from…
Extract methylation calls from Bismark BAM files using bismark_methylation_extractor. Generates per-cytosine reports for CpG, CHG, and CHH contexts.
Generate a categorized error summary from server logs. Shows what's failing, frequency, severity, and recommendations.
Use when designing, implementing, or reviewing frontend-to-backend API integration, typed API clients, REST/tRPC/OpenAPI client choices, auth refresh, API error mapping, upload…
Design gateway scripts as entry points for agentic coding. Use when creating CLI entry points for agents, designing subprocess-based agent invocation, or building script — from…
Practical guide for llmlb assistant CLI commands replacing the legacy MCP server flow.
Book Lyft rides, check ride history, manage payment methods, and access Lyft Pink benefits
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Optimize AGENTS.md and rules for token efficiency. Auto-invoked when user asks about improving agent instructions, compressing AGENTS.md, or making rules more effective.
Analyze customer interview transcripts (SRT or plain text) to generate thematic breakdowns with summary, quotes, topics, timestamps, and full transcript.
Transformiert Anforderungen in Best-Practice Prompts nach Claude 4.x Standards (Dezember 2025). Basiert auf: - Nate B.
Switch model profile for kata agents (quality/balanced/budget). Triggers include "set profile", "set profile".
Generate images with Gemini 3 Pro Image (Nano Banana Pro). Covers 4K generation, text rendering, grounded generation with Google Search, conversational editing, and cost…
Create and run Ralph loops for structured AI-driven development. Triggered by "create a ralph loop for X" or "ralph plan for X".
Automated pipeline for retraining ML models with new construction data. Monitor model drift, trigger retraining, and validate model performance.
Expert agent organizer specializing in multi-agent orchestration, team assembly, and workflow optimization.
Build with OpenAI APIs including GPT-4, GPT-4o, function calling, embeddings, vision, and Assistants.
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback.
Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential +…
Implement efficient pagination strategies for large datasets using offset/limit, cursor-based, and keyset pagination.
Use when working with the TypeScript SDK for making API calls to Bknd, handling authentication, and managing data operations from client or server code.
Answer repository questions grounded entirely in source code evidence. Use when user asks a question about the codebase, user wants to understand a specific file, functio — from…
Build psychometrically accurate personal proxy agents for the PAIRL Conductor system. Extracts personality, decision heuristics, and values into portable schemas that enable AI…
토큰 효율적 실행 모드. 비용을 최소화하면서 작업을 수행합니다. 간단한 작업에 fast 모델을 자동 선택하고, 병렬 에이전트 수를 제한하며, 불필요한 컨텍스트 로딩을 줄입니다. Use when budget-conscious execution is needed or when the user requests…
Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines. — from majiayu000/claude-skill-registry
You are the on-device audio ML specialist for Modcaster's AI-driven audio processing. — from majiayu000/claude-skill-registry
Meta-skill for creating new Claude Code skills with configurable execution modes. Supports sequential (fixed order) and autonomous (stateless) phase patterns.
Execute the MAD-based single-cell RNA-seq QC workflow (scripts + Python API) to filter low-quality cells and emit reports plus filtered AnnData files.
Neural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation.
X (Twitter) integration for MatClaw. Post tweets, like, reply, retweet, and quote. Use for setup, testing, or troubleshooting X functionality.
Talk to Nick Theriot Youtuber about their expertise. Nick Theriot Youtuber provides authentic advice using their mental models, core beliefs, and real-world examples.
Detect crisis signals in user content using NLP, mental health sentiment analysis, and safe intervention protocols.
Analyze evaluation baseline results, identify failure patterns, and generate actionable insights. Use after running eval baselines or when user asks to analyze eval resul — from…
Baut aus den Belegen eines Fahrgastrechte-Mandats ein beA-konformes Anlagenkonvolut. Verwendet zum bestehenden Schriftsatz (Forderungsschreiben Widerspruch Schlichtungsan — from…
Generate AI videos with Luma Dream Machine via AceDataCloud API. Use when creating videos from text prompts, generating videos from reference images, extending existing v — from…
Template and formatting guidelines for security audit reports. Provides consistent structure for findings, severity classification, ASVS mapping, and remediation recommendations.
NDA-Verhandlungshilfe fuer die empfangende Seite. Zwei Modi: (A) Standard-Destillation aus 1 bis n eigenen NDAs und frei beschreibbarer Erfahrung in einen konsolidierten — from…
(ePost) Use when any agent modifies files, makes architectural decisions, or needs safety and documentation rules
Refactor code toward clearer ports and adapters so domain or application logic is less entangled with infrastructure details.
Use when designing ML experiments, choosing evaluation metrics, tracking experiments, tuning hyperparameters, debugging training, ensuring reproducibility, or building ML…
Corporate event-driven analysis via Longbridge Securities — captures and classifies events that create pricing dislocations: major-shareholder increases/decreases, equity…
Calculate CO2 emissions and carbon footprint from BIM model data. Analyze embodied carbon by material, element, and building system.
Use after brainstorming to create a ticket in the project tracker with full context from the design session
Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows. — from majiayu000/claude-skill-registry
Git operations and pull request workflows. Create PRs, rebase branches, resolve conflicts, merge to upstream.
Analyzes single pattern implementation, calculates compliance/completeness/quality scores, identifies gaps. Use when auditing a specific pattern.
ML Engineer role: LLM APIs (OpenAI, Claude, Gemini), embeddings, RAG pipelines, fine-tuning, LangChain, LlamaIndex, vector databases (Pinecone, Chroma, Weaviate), prompt…
Conduct usability tests and identify UX issues through systematic observation. Use when testing user flows, validating designs, identifying friction points, or ensuring users can…
Use Exa AI for neural search, content retrieval, and automated deep research. Requires EXA_API_KEY.
Expert legal advisor specializing in technology law, compliance, and risk mitigation. Masters contract drafting, intellectual property, data privacy, and regulatory compliance…
Run Google Gemini CLI as a subagent for second opinions, code reviews, and questions. Use when you want a different AI model's perspective.
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional — from…