agentsys

Learn from workflow patterns across sessions and suggest skills, hooks, and agents to automate repetitive work

Git history analysis: hotspots, coupling, ownership, bus factor, AI commit detection - backed by agent-analyzer Rust binary with lazy download

Complete PR workflow: commit to production, skips review when called from next-task, removes task from registry on cleanup, automatic rollback

3-phase AI slop detection: regex patterns (HIGH), multi-pass analyzers (MEDIUM), CLI tools (LOW)

Multi-agent iterative code review until zero issues remain

Deep repository analysis to realign project plans with code reality - detects drift, gaps, and creates prioritized reconstruction plans

Master enhancement orchestrator: parallel analyzer execution for plugins, agents, docs, CLAUDE.md, and prompts with unified reporting

Standalone documentation sync: find outdated refs, update CHANGELOG, flag stale examples based on code changes

AST-based repository map generation using ast-grep with incremental updates for faster drift analysis

Rigorous performance investigation workflow with baselines, profiling, hypotheses, and evidence-backed decisions

Lint agent configuration files (SKILL.md, CLAUDE.md, hooks, MCP) against 155 rules across 10+ AI tools

Structured multi-round debate between AI tools with proposer/challenger roles and verdict

Browser automation and web testing toolkit for AI agents - headless browser control, persistent sessions, auth handoff, and prompt injection defense

Cross-tool AI consultation: get second opinions from Gemini CLI, Codex CLI, Claude Code, OpenCode, or Copilot CLI with model and thinking effort control

Master workflow orchestrator: autonomous workflow with model optimization (opus/sonnet/haiku), two-file state management, workflow enforcement gates, 14 specialist agents

Research topics online and create comprehensive learning guides with RAG-optimized indexes