← ClaudeAtlas

retro-metalisted

Deep retro of retros - investigation pass that surfaces improvements across older retros and the current ax setup. External AI agent drives the reasoning with high thinking enabled. Triggers when user says "deep retro", "investigate ax", "what should I fix in my setup", "retro of retros", or invokes /ax:retro-meta. Use after `ax:retro` if proposals are sparse or you want broader exploration.
Necmttn/ax · ★ 107 · AI & Automation · score 78
Install: claude install-skill Necmttn/ax
# ax:retro-meta - deep retro of retros The companion to `ax:retro`. Where `ax:retro` walks the heuristic-derived proposals one by one, `retro-meta` asks: *what improvements does the existing pipeline NOT yet see?* The external agent (this one, Claude Code or Codex with high thinking) drives the reasoning. The CLI just produces structured evidence and takes user-approved plans back. ## When to fire Explicit triggers only: - "let's do a deep retro" / "retro of retros" - "investigate my ax setup" / "what should I fix in my setup" - "review proposals the heuristic missed" - `/ax:retro-meta` slash command - After `ax:retro` finishes if the user wants broader exploration Do NOT auto-trigger on generic "look at recent work". ## Prerequisites - `ax` (axctl) is on PATH. If `ax doctor` fails, stop and point the user at `docs/development.md#setup` (DuckDB dylib setup - no daemon required). - At least 3 retros in the last 30 days. Below that, evidence is too thin for a meta pass - recommend `ax:retro` first. ## Workflow ### Step 1 - Snapshot ```bash ax retro meta --json --since=30 > /tmp/ax-meta.json ``` Read `/tmp/ax-meta.json`. The keys you care about: - `experiment_status[]` - **read this FIRST** (see Step 2). Each entry: `experiment_id`, `proposal_dedupe_sig`, `proposal_title`, `proposal_form`, `artifact_path`, `days_since_accepted`, `opportunities_count`, `addressed_count`, `address_ratio`, `latest_checkpoint{kind,suggested,observed_at}`, `locked_verdict`. P