project-toolkit

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Build incrementally. Implement changes in thin vertical slices with TDD and atomic commits. Run after /plan.

Use when setting up new development environment or troubleshooting MCP connectivity. Configures Context Hub dependencies including Forgetful MCP server and plugin prerequisites.

Gather comprehensive context from Forgetful Memory, Context7 docs, and web sources before planning or implementation. Use when starting complex tasks requiring multi-source context.

DEPRECATED: Use context-retrieval agent instead. Deep exploration of Forgetful knowledge graph with entity traversal.

This document describes the 19 AI agents defined for Claude Code CLI and the critical workflow rules for maintaining them.

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Expert agent for creating comprehensive Architectural Decision Records (ADRs) with structured formatting optimized for AI consumption and human readability.

Research and investigation specialist who digs deep into root causes, surfaces unknowns, and gathers evidence before implementation. Methodical about documenting findings, evaluating feasibility, and identifying dependencies and risks. Use when you need clarity on patterns, impact assessment, requirements discovery, or hypothesis validation.

Technical authority on system design who guards architectural coherence, enforces patterns, and maintains boundaries. Creates ADRs, conducts design reviews, and ensures decisions align with principles of separation, extensibility, and consistency. Use for governance, trade-off analysis, and blueprints that protect long-term system health.

Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality.

Create comprehensive Architectural Decision Records (ADRs). Researches the destination directory to detect existing template conventions, gathers context, determines next ADR number, generates the ADR, validates completeness, and saves. Supports multiple ADR formats (MADR, Nygard, Alexandrian, project canonical). Use when documenting technical decisions or creating new ADR files.

Multi-agent debate orchestration for Architecture Decision Records. Automatically triggers on ADR create/edit/delete. Coordinates architect, critic, independent-thinker, security, analyst, and high-level-advisor agents in structured debate rounds until consensus.

Identify code ownership before modifying validators or linters. Checks file headers for provenance indicators, reviews documentation, and determines provenance as UPSTREAM, LOCAL, VENDOR, or UNKNOWN. Prevents accidental modification of upstream tools.

Systematic multi-step codebase analysis producing prioritized findings with file-line evidence. Covers architecture reviews, security assessments, and code quality evaluations through guided exploration, investigation planning, and synthesis.

30 hooks across 7 events