Generate comprehensive PR descriptions following repository templates
Create handoff document for transferring work to another session
Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and...
Proactively analyzes the codebase and generates specialized subagents and skills to standardize agentic workflows.
Use when facing 3+ independent failures that can be investigated without shared state or dependencies - dispatches multiple Claude agents to investigate and fix independent problems concurrently
Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation. Includes exact prompts used.
Comprehensive guide for building AI agents that interact with Solana blockchain using SendAI's Solana Agent Kit. Covers 60+ actions, LangChain/Vercel AI integration, MCP server setup, and...
Analyzes Claude Code changelog, reviews your current agents/skills setup, and recommends improvements based on new features. Use when asked to "optimize claude setup", "check for claude updates",...
MCP Script Rules
Skill Development Rules
Explicit Identity Across Boundaries
Router-First Architecture
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Debug issues by investigating logs, database state, and git history
Token-efficient code analysis via 5-layer stack (AST, Call Graph, CFG, DFG, PDG). 95% token savings.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Building AI agents with the Convex Agent component including thread management, tool integration, streaming responses, RAG patterns, and workflow orchestration
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than...
Search the web using Anthropic Claude's web search tool for up-to-date documentation, best practices, comparisons, and troubleshooting. Use when the user needs current information with citations....