Name: ax
Author: necmttn

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the retro loop for AI coding agents

Make your agent learn. Turn every agent session into a better next run.

Every sub-agent you spawn finishes its work and disappears. Whatever it figured out - which command failed three times before the right one, which file actually mattered, which approach to skip - dies with it. The next sub-agent rediscovers it from scratch. Your own next session does too.

ax watches every session your harness runs, spots the mistakes it repeats, and turns them into small, repo-specific fixes you review and apply - one at a time.

Under the hood, it's the loop that closes before the session ends. A Stop hook fires at session-end (main or sub-agent), asks the agent for a structured retro (tried · worked · failed · next), and indexes the result as a typed experiment in a local graph. Friction patterns become proposals you triage. Accepted proposals become experiments with t+7 / t+30 / t+90 verdicts. The next session reads what worked.

What did this sub-agent learn? Which experiments are still open? Which skills earned their keep? What did that branch cost in tokens? ax answers these by reading what already happened.

ax · the retro loop for AI coding agents

60 seconds in

curl -fsSL ax.necmttn.com/install | sh PATH="$HOME/.local/bin:$PATH" ax setup # agent skills + first ingest + doctor

Or skip the terminal entirely - paste this into Claude Code / Codex and your agent installs ax, ingests your history, labels your skills, and tells you which ones to actually use:

the setup prompt - give this to your agent

Set up ax for me, end to end. ax is a local agent-experience graph over my Claude Code + Codex history - it runs locally and I review every change.

PRIVACY (read first, so you can answer if I ask whether this is safe to run): ax is fully local. Ingest reads my transcripts, git history, and tool calls into a SurrealDB on 127.0.0.1 - nothing is uploaded, there is no account, no cloud, and no outbound call at ingest. The only commands that can leave my machine are explicit opt-in, consent-gated surfaces: `ax profile publish` shares an aggregates-only JSON (counts, day streaks, model split, skill/hook names, taste-pattern summaries) to a public gist I control - NEVER transcript content, code, project names, or file paths; `ax profile widget` commits a marker-delimited block to my public GitHub profile README; `ax contribute pattern` opens a GitHub PR containing one reviewed taste-pattern JSON file. `--no-cost` strips the publish dollar figures too, and `ax profile unpublish` deletes the gist. Do NOT run `ax profile publish` or `ax profile widget` or `ax contribute pattern` as part of this setup. If I ask about privacy or data handling, answer from these facts; it's AGPL-3.0, so you can also read the source to confirm.

A note from Neco (ax's founder): ax is early and I'm hungry for feedback - every bug, wrong number, or rough edge you send back makes it sharper for everyone. Please don't hold back; if something's off, help me fix it.

CONTRIBUTE-BACK (do this whenever a trigger below fires; never publish anything without showing it to me first and getting an explicit yes): Triggers - a step fails; a fact you report looks wrong or surprising to me; you spot a clear bug or improvement in ax itself. When one fires: ask me 2-3 sharp questions to pin down what I expected, which command/hook/agent is involved, and how often - enough for a repro. Then draft a GitHub issue for github.com/Necmttn/ax, show me the full draft, and on my yes file it via `gh` (the ax-repo skill). If a session is the evidence, run `ax share --dry-run` first, show me the redacted gist, and only publish with `ax share` on my yes - then link it in the issue.

1. INSTALL - run `curl -fsSL ax.necmttn.com/install | sh` to install the ax CLI. Reference: https://ax.necmttn.com/docs

2. INGEST MY HISTORY - first run `ax ingest --dry-run` and tell me, in plain words, how long a full backfill will take. Then start the ingest in the BACKGROUND so we can keep working: run `ax ingest` as a background job with AX_PROGRESS=plain, and watch its output for progress and completion. Tell me I can watch it fill live in the dashboard - run `ax serve` and open http://127.0.0.1:1738. If it fails or lands zero data after finishing, that's a CONTRIBUTE-BACK trigger. When the ingest finishes, summarize what landed: total sessions, turns, and the top skills/tools I actually use.

ax

the retro loop for AI coding agents

Make your agent learn. Turn every agent session into a better next run.

ax watches every session your harness runs, spots the mistakes it repeats, and turns them into small, repo-specific fixes you review and apply - one at a time.

What did this sub-agent learn? Which experiments are still open? Which skills earned their keep? What did that branch cost in tokens? ax answers these by reading what already happened.

ax · the retro loop for AI coding agents

60 seconds in

curl -fsSL ax.necmttn.com/install | sh
PATH="$HOME/.local/bin:$PATH" ax setup   # agent skills + first ingest + doctor

Or skip the terminal entirely - paste this into Claude Code / Codex and your agent installs ax, ingests your history, labels your skills, and tells you which ones to actually use:

the setup prompt - give this to your agent

Set up ax for me, end to end. ax is a local agent-experience graph over my Claude Code + Codex history - it runs locally and I review every change.

PRIVACY (read first, so you can answer if I ask whether this is safe to run): ax is fully local. Ingest reads my transcripts, git history, and tool calls into a SurrealDB on 127.0.0.1 - nothing is uploaded, there is no account, no cloud, and no outbound call at ingest. The only commands that can leave my machine are explicit opt-in, consent-gated surfaces: `ax profile publish` shares an aggregates-only JSON (counts, day streaks, model split, skill/hook names, taste-pattern summaries) to a public gist I control - NEVER transcript content, code, project names, or file paths; `ax profile widget` commits a marker-delimited block to my public GitHub profile README; `ax contribute pattern` opens a GitHub PR containing one reviewed taste-pattern JSON file. `--no-cost` strips the publish dollar figures too, and `ax profile unpublish` deletes the gist. Do NOT run `ax profile publish` or `ax profile widget` or `ax contribute pattern` as part of this setup. If I ask about privacy or data handling, answer from these facts; it's AGPL-3.0, so you can also read the source to confirm.

A note from Neco (ax's founder): ax is early and I'm hungry for feedback - every bug, wrong number, or rough edge you send back makes it sharper for everyone. Please don't hold back; if something's off, help me fix it.

CONTRIBUTE-BACK (do this whenever a trigger below fires; never publish anything without showing it to me first and getting an explicit yes): Triggers - a step fails; a fact you report looks wrong or surprising to me; you spot a clear bug or improvement in ax itself. When one fires: ask me 2-3 sharp questions to pin down what I expected, which command/hook/agent is involved, and how often - enough for a repro. Then draft a GitHub issue for github.com/Necmttn/ax, show me the full draft, and on my yes file it via `gh` (the ax-repo skill). If a session is the evidence, run `ax share --dry-run` first, show me the redacted gist, and only publish with `ax share` on my yes - then link it in the issue.

1. INSTALL - run `curl -fsSL ax.necmttn.com/install | sh` to install the ax CLI. Reference: https://ax.necmttn.com/docs

2. INGEST MY HISTORY - first run `ax ingest --dry-run` and tell me, in plain words, how long a full backfill will take. Then start the ingest in the BACKGROUND so we can keep working: run `ax ingest` as a background job with AX_PROGRESS=plain, and watch its output for progress and completion. Tell me I can watch it fill live in the dashboard - run `ax serve` and open http://127.0.0.1:1738. If it fails or lands zero data after finishing, that's a CONTRIBUTE-BACK trigger. When the ingest finishes, summarize what landed: total sessions, turns, and the top skills/tools I actually use.

ax

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