by Necmttn · Codex Skill · ★ 73
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ax 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. 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? answers these by reading what already happened.
| Stars | 73 |
| Forks | 8 |
| Language | TypeScript |
| Category | Codex Skill |
| License | AGPL-3.0 |
| Quality Score | 61.4052919626446/100 |
| Open Issues | 22 |
| Last Updated | 2026-07-02 |
| Created | 2026-05-08 |
| Platforms | claude-code, codex, node |
| Est. Tokens | ~17k |
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ax is the agent experience layer · observability + memory for AI coding agents (Claude Code + Codex) · local-first, typed, yours. It is categorized as a Codex Skill with 73 GitHub stars.
ax is primarily written in TypeScript. It covers topics such as agent-memory, agent-observability, ai-agents.
You can find installation instructions and usage details in the ax GitHub repository at github.com/Necmttn/ax. The project has 73 stars and 8 forks, indicating an active community.
ax is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.
The top alternatives to ax on Agent Skills Hub include tma1, claude-emporium, deepcontext-mcp. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.