using-anthropic-platform
Claude SDK development with Messages API, Tool Use, Extended Thinking, streaming, and prompt caching
Essential command-line tools and system utilities.
Claude SDK development with Messages API, Tool Use, Extended Thinking, streaming, and prompt caching
Design tools that agents can use effectively. Use when creating new tools for agents, debugging tool-related failures, or optimizing existing tool sets.
Integrate OpenAI Codex CLI into Claude Code for AI collaboration, code generation, and automated development. Use when working with OpenAI models (GPT-5.2, GPT-5.1-Codex-Max, o3, o4-mini), code refactoring, git workflows, or needing full automation with permission bypass.
Generate Mission Control ScrapeConfig YAML from natural language. Use when users ask to build a scraper, create a config scraper, or want YAML to scrape Kubernetes/AWS/GCP/Azure/SQL/HTTP/File/Exec/Logs/Slack/GitHub Actions/Trivy/Terraform sources.
Coordinate Tutopanda CLI and MCP to generate, edit, inspect, and preview documentary videos (video-audio-music blueprint with FinalVideo export). Use when users ask for Tutopanda to build, edit, or review movies inside Claude Code.
Demonstrates how skills can include executable scripts for automation, calculations, transformations, or system interactions. Use when needing to execute Python, Bash, Node.js, or other scripts.
Use when configuring, maintaining, troubleshooting, or optimizing Claude Code extensions including skills, commands, hooks, MCP servers, or agents. Provides best practices and prevents common mistakes.
Bidirectional planning for ambiguous or design-heavy tasks. Use when the user requests help breaking down a problem or formulating a plan, and also when an existing plan has too many gaps or needs refinement; converge top-down framing with bottom-up inventory and explicit questions.
Use AI as a thinking partner by injecting checklists, reasoning trees, critique loops, and stepwise logic. Delegate sub-reasoning without losing coherence.
Run headless AgRAG prompts in a shared thread and produce an LLM-as-judge evaluation report. Use for evaluating retrieval quality, grounding, graph paths, and tool usage of the agrag agent in headless mode, especially when you need a consistent context window via --thread-id.
Orchestrates complex tasks by automatically spawning specialist subagents in parallel. Use proactively when detecting complex multi-domain tasks, large refactors, comprehensive reviews, or when task complexity exceeds thresholds. Analyzes tasks and routes to appropriate agents.
Comprehensive guide to integrating skills with Claude Code's 12 hook events. Use when creating hook-aware skills for harnesses like Clausitron, or when needing hook response schemas and patterns.
Use when educators need to validate if their lesson plan covers all 3 Delegation subcategories (Problem/Platform/Task Awareness). Analyzes lesson plans and provides objective scores (0-10) with actionable feedback. Works in Claude.ai, Claude Code, and API for maximum portability.
Proactive YAML intelligence: automatically activates when working with YAML files. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
Strategic consultant for hackathons, competitions, and new projects. Provides deep research-driven ideation with multiple differentiated options, feasibility analysis, and strategic recommendations. Use when the user needs creative ideas for challenges, asks "what should I build?", requests project brainstorming, or needs strategic decision-making for competitions with specific criteria.
Guide for creating MCP servers that enhance LLM reasoning through structured processes, persistence, and workflow guidance. Use when building MCP servers for structured thinking, journaling, memory systems, or other cognitive enhancement patterns.
Agent assistance skill that provides stuck detection, memory management, and session learning capabilities for AI agents Trigger terms: agent stuck, loop detected, session memory, agent learning, condense memory, stuck detection, agent memory, session learnings, extraction Use when: User reports agent is stuck, looping, or needs memory/learning management
Bidirectional sync between local Claude Code skills (~/.claude/skills/) and the GithubSkills repository. Use when you need to push local skills to the repo, pull repo skills to local, or check sync status.
Orchestrate experimental procedure generation from LA-Bench format input. This skill orchestrates file I/O and delegates procedure generation logic to experiment-procedure-generator subagent. Use this skill when you need to generate step-by-step experimental procedures with quantitative specifications and proper experimental design.
Set up AI tool symlinks in a repository for multi-agent compatibility. Use when the user wants to set up skills for Gemini, Claude, or other AI tools, or when they mention "setup skills", "configure agents", or "link AGENTS.md".
API authentication patterns, SDK installation scripts, environment variable management, and connection testing for ElevenLabs. Use when setting up ElevenLabs authentication, installing ElevenLabs SDK, configuring API keys, testing ElevenLabs connection, or when user mentions ElevenLabs authentication, xi-api-key, ELEVENLABS_API_KEY, or ElevenLabs setup.
Specialized guide for creating Claude Code skills for Dr. Sophia AI medical system. Includes healthcare integration patterns (FHIR/REST/EHR), medical compliance validation (HIPAA/PBS/TGA), botanical design integration, Railway deployment patterns, and proven examples from our 7 production skills. Use when creating skills specifically for Dr. Sophia AI, medical integration skills, healthcare compliance skills, EHR workflows, or adapting our proven skill patterns.