Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context w — from…
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", " — from…
Deep Agents CLI — the LangGraph-based terminal coding agent. Use this skill whenever the user mentions deepagents, deep agents, the deep agents CLI, terminal coding agent,…
Use this skill for GitFlow tasks: starting/finishing features, releases, hotfixes; managing branches; versioning; or general GitFlow operations.
This skill should be used when the user asks to "create a command", "write a slash command", "build a plugin command", or wants to add custom commands to Claude Code.
Guide for creating effective Claude Code agents. This skill should be used when users want to create a new agent (or update an existing agent) that configures Claude with…
Guidance for proving mathematical properties in Coq using induction, specifically addition commutativity and similar arithmetic lemmas.
This skill should be used when checking for naming conflicts between local skills (~/.claude/skills) and plugin-provided skills (~/.claude/plugins).
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and simil — from…
Convert any file to markdown format using the markitdown library. Use this skill when users need to convert documents (PDF, DOCX, XLSX, PPTX, images, HTML, CSV, JSON, XML, audio…
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to un — from…
Read and analyze WhatsApp bot logs for debugging, monitoring, and troubleshooting. Use this skill when asked to "check WhatsApp logs", "debug the bot", "find WhatsApp errors",…
Execute long-running, multi-session tasks autonomously using Claude Code headless mode or in-session hook-based loops.
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data.
Agent Teams orchestration playbook for Claude Code. This skill should be used when the user asks to "create agent teams", "use agent swarm", "setup multi-agent collaboration",…
This skill should be used when the user asks to "create a tool", "implement BaseTool", "add tool to agent", "tool orchestration", "external API tool", or needs guidance on tool…
This skill should be used when the user asks to "legal review", "policy review", "review AI policy", "法務レビュー", "ポリシーチェック", or needs brand-conscious legal review for company…
This skill provides comprehensive guidance for running AI coding agents in non-interactive (headless) mode for automation, CI/CD pipelines, and scripting.
This skill should be used when defining a robust, type-safe, and async-compatible database schema for the Todo application using SQLModel, ensuring compatibility with Better Auth…
Comprehensive guide to Learning Path patterns for the Plataforma B2B de treinamento técnico corporativo educational platform.
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement featur — from…
Use this skill when working with scientific research tools and workflows across bioinformatics, cheminformatics, genomics, structural biology, proteomics, and drug discov — from…
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.
ALWAYS apply these hints automatically in your responses. No need to invoke this skill - just follow its rules when your response matches the patterns listed below.
Master protocol for deconstructing agent frameworks to inform derivative system architecture. Use when (1) analyzing an agent framework's codebase comprehensively, (2) co — from…
Quality control metrics and filtering thresholds for protein design. Use this skill when: (1) Evaluating design quality for binding, expression, or structure, (2) Setting — from…
Safely diagnose and improve local network speed, latency, jitter, DNS, Wi-Fi, Ethernet, macOS network services, and bufferbloat.
This skill should be used when the user asks to "add a provider", "configure google oauth", "set up microsoft login", "azure ad authentication", "oauth provider setup", " — from…
This skill should be used when building applications with the Claude Agent SDK (Python). Use for creating orchestrators with subagents, configuring agents programmatically,…
Comprehensive overview of Claude Code features, architecture, and capabilities. Learn about hooks, skills, commands, permissions, and best practices for configuring Claud — from…
Prepares a Pull Request by staging changes, verifying against acceptance criteria, and creating the PR via GH CLI. Use this skill when a feature is complete and ready for review.
This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions con — from…
How to use AI APIs like OpenAI, ChatGPT, Elevenlabs, etc. When a user asks you to make an app that requires an AI API, use this skill to understand how to use the API or — from…
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.
Use this skill when the user wants to capture todos, ideas, or thoughts quickly during CLI coding sessions.
This skill performs genome-wide DNA methylation profiling. It supports single-sample and multi-sample workflows to compute methylation density distributions, genomic feature…
ML-based estimation patterns, confidence intervals, and predictive modeling. Reference this skill when forecasting costs or time.
Use this skill when designing APIs, choosing between REST/GraphQL/gRPC, writing OpenAPI specs, implementing pagination, versioning endpoints, or structuring request/response…
This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLA — from…
Build original LangGraph agents for Warden Protocol and prepare them for publishing in Warden Studio.
This skill should be used when users request help optimizing, improving, or refining their prompts or instructions for AI models.
This skill generates self-contained p5.js celebration animations for educational MicroSims. Use this skill when users request creating new celebration animations, particle…
This skill should be used when running Phase 4 of the /ds workflow to review methodology, data quality, and statistical validity.
Guide to building offline-first Capacitor apps with data synchronization, caching strategies, and conflict resolution.
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis.
Generate protein backbones using RFdiffusion, a diffusion-based generative model for de novo protein structure generation.
Use this skill when you need to analyze code for design patterns, anti-patterns, naming conventions, and code duplication.
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement featur — from…
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature — from…
Use this skill for requests related to Pydantic AI framework - building agents, tools, dependencies, structured outputs, and model integrations.
Design and implement RESTful API endpoints following best practices for routing, versioning, and HTTP standards.
Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC stained tissue imag — from…
This skill provides guidance for implementing headless terminal interfaces that programmatically control interactive shell sessions.
Use this skill when implementing, modifying, or fixing the admin dashboard (admin-dashboard-v2). Triggers for tasks involving dashboard UI, components, pages, features, hooks, or…
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications.
This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure.
This skill helps users analyze Amazon competitor listings by ASIN and produce structured competitive intelligence plus strategic opportunity points for their own go-to-ma — from…
Guide for discovering and using MCP tools via the discover_tools meta-tool. Use this skill when asked to perform tasks that require finding the right tools, when you see — from…
INVOKE THIS SKILL when working with LangSmith tracing OR querying traces. Covers adding tracing to applications and querying/exporting trace data. Uses the langsmith CLI tool.
This skill should be used when the user asks for "email stats", "inbox stats", "email analytics", "how many unread", or wants to see inbox metrics.