Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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session-compression
AI session compression techniques for managing multi-turn conversations efficiently through summarization, embedding-based retrieval, and intelligent context management.
bobmatnyc/claude-mpm-skills 28
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vector-search-workflows
Vector search indexing and querying workflows using MCP Vector Search, including setup, reindexing, auto-index strategies, and MCP integration.
bobmatnyc/claude-mpm-skills 28
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openrouter
OpenRouter unified AI API - Access 200+ LLMs through single interface with intelligent routing, streaming, cost optimization, and model fallbacks
bobmatnyc/claude-mpm-skills 28
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langchain-framework
LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications
bobmatnyc/claude-mpm-skills 28
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langgraph
LangGraph framework for building stateful, multi-agent AI applications with cyclical workflows, human-in-the-loop patterns, and persistent checkpointing.
bobmatnyc/claude-mpm-skills 28
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dspy-framework
DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers
bobmatnyc/claude-mpm-skills 28
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phoenix-ops
Phoenix operations and deployment: releases, runtime configuration, clustering, libcluster, telemetry/logging, secrets, assets, background jobs, and production hardening on the BEAM.
bobmatnyc/claude-mpm-skills 28
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ecto-patterns
Ecto patterns for Phoenix/Elixir apps. Covers schemas, changesets, migrations, queries, Ecto.Multi, transactions, constraints, associations, pagination, tenant partitioning, performance, and testing.
bobmatnyc/claude-mpm-skills 28
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phoenix-api-channels
Phoenix controllers, JSON APIs, Channels, and Presence on the BEAM
bobmatnyc/claude-mpm-skills 28
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phoenix-liveview
Phoenix Framework with LiveView on the BEAM
bobmatnyc/claude-mpm-skills 28
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bad-example-skill
ANTI-PATTERN - Example showing violations of self-containment (DO NOT COPY)
bobmatnyc/claude-mpm-skills 28
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example-framework-skill
Example of a properly self-contained skill following all best practices
bobmatnyc/claude-mpm-skills 28
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systematic-debugging
Systematic debugging methodology emphasizing root cause analysis over quick fixes
bobmatnyc/claude-mpm-skills 28
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verification-before-completion
Run verification commands and confirm output before claiming success
bobmatnyc/claude-mpm-skills 28
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Root Cause Tracing
Systematically trace bugs backward through call stack to find original trigger
bobmatnyc/claude-mpm-skills 28
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Brainstorming Ideas Into Designs
Interactive idea refinement using Socratic method to develop fully-formed designs
bobmatnyc/claude-mpm-skills 28
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stacked-prs
Create and manage stacked (dependent) pull requests for complex features
bobmatnyc/claude-mpm-skills 28
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Requesting Code Review
Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding
bobmatnyc/claude-mpm-skills 28
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git-worktrees
Use git worktrees for parallel development on multiple branches simultaneously
bobmatnyc/claude-mpm-skills 28
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Writing Plans
Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context
bobmatnyc/claude-mpm-skills 28
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Dispatching Parallel Agents
Use multiple Claude agents to investigate and fix independent problems concurrently
bobmatnyc/claude-mpm-skills 28
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auto-trigger
Workflow automation hooks for agent-playbook skills. This skill defines automatic triggers between skills - DO NOT use directly, it's a configuration skill that other skills reference.
zhaono1/agent-playbook 26
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figma-designer
Analyzes Figma designs and generates implementation-ready PRDs with detailed visual specifications. Use when user provides Figma link or uploads design screenshots. Requires Figma MCP server connection.
zhaono1/agent-playbook 26
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planning-with-files
Uses persistent markdown files for general planning, progress tracking, and knowledge storage (Manus-style workflow). Use for multi-step tasks, research projects, or general organization WITHOUT mentioning PRD. For PRD-specific work, use prd-planner skill instead.
zhaono1/agent-playbook 26