Systematic debugging and error resolution using the TRACE framework (Trace, Read, Analyze, Check, Execute).
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements.
Analyze skin health data, identify skin problem patterns, assess skin health status. Supports correlation analysis with nutrition, chronic diseases, and medication data.
Sistema de planificación basado en archivos estilo Manus para organizar y rastrear el progreso de tareas complejas. Crea task_plan.md, findings.md y progress.md.
Audit a live sales funnel with rendered browser evidence, not DOM inference alone. Verifies mobile and fullscreen booking paths, captures screenshots, critiques stale reviews…
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…
[Fix & Debug] Investigate and explain how existing features or logic work. READ-ONLY exploration with no code changes.
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similar — from…
A/B testing and content experimentation methodology for data-driven optimization. Use when setting up A/B tests, multivariate tests, or experimentation infrastructure — including…
Use the BigCommerce GraphQL Storefront API — queries, mutations, authentication tokens, customer impersonation, cart operations, and schema exploration.
Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document format — from…
Autonomous multi-batch development agent for long unattended runs. Takes a plan, breaks it into sprint-sized batches, implements with testing and PR-based review, and documents…
Make AI model decisions interpretable and transparent. Use for: implementing SHAP for feature importance analysis, using LIME for local explanations, creating attention…
Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. — from majiayu000/claude-skill-registry
Master training pipelines - orchestration, distributed training, hyperparameter tuning
Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treatment groups, cell ty — from…
Research best practices via MCP Ref/Context7/WebSearch and create documentation (guide/manual/ADR/research). Single research, multiple output types.
Copywriting dla bloga portfolio Pawla Lipowczana (pawellipowczan.pl). Uzyj przy tworzeniu nowych artykulow na blog, generowaniu tresci SEO, pisaniu case studies.
Build type-safe LLM applications with DSPy.rb - Ruby's programmatic prompt framework with signatures, modules, agents, and optimization — from majiayu000/claude-skill-registry
Research output templates, distillation workflow, and quality standards for evidence-driven research
Name or rename the current session — saves to statusline and session notes
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Progressive audit and cleanup of GitHub accounts - stale forks, orphaned secrets, failing workflows, security configs. Audit-first with user approval before destructive actions.
Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.
Generate weekly relationship health report showing affect ratios and repair rates for both partners across 3 weeks (current + 2 prior) with message quotes.
Expert guide to detecting, categorizing, and prioritizing technical debt in Rails applications. Use when: (1) Auditing codebase health, (2) Planning refactoring sprints, (3)…
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Find cross-references between NCBI databases using Biopython Bio.Entrez. Use when navigating from genes to proteins, sequences to publications, finding related records, o — from…
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel.
Ce skill doit être utilisé quand l'utilisateur demande à "vérifier les clauses", "comparer le contrat cadre", "analyser la cohérence juridique", "valider les clauses de l'offre",…
Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications.
Analyze an affiliate offer for viability including payout, flow, restrictions, market size, target avatar, and creative requirements.
Complete API for Google NotebookLM - full programmatic access including features not in the web UI. Create notebooks, add sources, generate all artifact types, download i — from…
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. — from majiayu000/claude-skill-registry
Produce a structured codebase analysis report with architecture overview, critical files, patterns, and actionable recommendations. — from majiayu000/claude-skill-registry
Resource safety with acquireRelease, Effect.scoped, and finalizers. Use when opening files, sockets, servers, or external handles. — from majiayu000/claude-skill-registry
Prevent request timeouts in Claude Code sessions by chunking long operations, implementing progress checkpoints, using background processes, and optimizing tool usage patterns.
Use when implementing in-person payments with Terminal or issuing cards with Stripe Issuing. Invoke for POS terminal setup, card reader integration, in-person payment processing,…
Enables AI agents to use Braintrust for LLM evaluation, logging, and observability. Includes scripts for querying logs with SQL, running evals, and logging data.
Business and systems analyst for Rails projects. Use when decomposing features into tasks, estimating complexity, describing architecture, writing JTBD (Jobs To Be Done), creating…
Comprehensive expert on TravelPay payment processing API with deep domain knowledge, workflow expertise, and production-ready code generation capabilities
Course-correct when artifacts overfit to conversation context. Invoke when examples, names, or language are too specific to current work.
Orderbook depth (5/10-level bid/ask), broker queue (HK only), and tick-by-tick trades for stocks via Longbridge Securities. Use for orderbook microstructure questions.
Entwirft den vertraulichen Untersuchungsvermerk aus dem Untersuchungsprotokoll oder aktualisiert einen bestehenden Entwurf, wenn neue Daten hinzugekommen sind.
Get external agent review and feedback. Routes Anthropic models through Claude Agent SDK (uses local subscription) and other models through OpenRouter API.
Triage and prioritize Linear backlog. Analyzes issues for staleness, blockers, and suggests priorities based on dependencies and capacity.
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair.
Three-tier enterprise code analysis system. Tier 1 analyzes individual repositories (structure, patterns, dependencies, memory).
GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT.
LangChain.js patterns for building LLM applications — chat models, LCEL chains, prompt templates, structured output, agents, tools, RAG, streaming, and LangSmith tracing — from…
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomic — from…
When facing architectural decisions, technology choices, or strategic trade-offs, present options as a structured comparison and require explicit trade-off acknowledgment before…
This prompt directs an image-generation model to create an ultra-photorealistic, dreamy fashion editorial portrait that precisely matches the subject’s facial identity from a…
Transform nebulous ideas into sharp, testable frameworks through multi-perspective dialectical interrogation.
Generates comprehensive cluster statistics and visualizations for Seurat objects, including dimension reduction plots, gene expression visualizations, cluster quality metrics, and…
Conduct thorough dependency audits to identify redundant code, unused features, and improper usage patterns.
Create and manage agentic wallets with Privy. Use for autonomous onchain transactions, wallet creation, policy management, and transaction execution on Ethereum, Solana, and other…
Analyzes why stocks moved after 8-K earnings filings. Use ultrathink for all analyses. Invoke when asked to analyze stock movements, earnings reactions, or determine the — from…
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fil — from…
This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs.