ax — security grade SAFE, quality 64/100

Security audit verdict: SAFE · quality 64/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by Necmttn · Codex Skill · ★ 114

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is ax safe to install? View the security audit →

About ax

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.

agent-memoryagent-observabilityai-agentsbunclaude-codecodexdeveloper-toolseffect-tsevidence-graphllm-observability

Quick Facts

Stars114
Forks15
LanguageTypeScript
CategoryCodex Skill
LicenseAGPL-3.0
Quality Score63.7479128419257/100
Open Issues37
Last Updated2026-10-02
Created2026-05-08
Platformsclaude-code, codex, node
Est. Tokens~17k

Compatible Skills

These tools work well together with ax for enhanced workflows:

  • lmnr — semantic(0.36)+complementary+rare_topics+same_lang+shared_platform (62%)
  • tma1 — semantic(0.41)+complementary+rare_topics+similar_pop+shared_platform (59%)

ax alternative? Top 6 similar tools

Looking for a ax alternative? If you're comparing ax with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • clawmetry by vivekchand · ⭐ 424

    See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Claude Code, OpenAI Cod

  • tma1 by tma1-ai · ⭐ 118

    Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into th

  • deepcontext-mcp by Wildcard-Official · ⭐ 278

    DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agent

  • slackcli by shaharia-lab · ⭐ 227

    Slack CLI for humans and AI agents. Read, send, search and reply across one or many Slack workspaces from the

  • pneuma-skills by pandazki · ⭐ 162

    Co-creation infrastructure for humans and code agents — visual environment, skills, continuous learning, and d

  • claude-emporium by Vvkmnn · ⭐ 82

    🏛 [UNDER CONSTRUCTION] A (roman) claude plugin marketplace

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Frequently Asked Questions

What is ax?

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 114 GitHub stars.

What programming language is ax written in?

ax is primarily written in TypeScript. It covers topics such as agent-memory, agent-observability, ai-agents.

How do I install or use ax?

You can find installation instructions and usage details in the ax GitHub repository at github.com/Necmttn/ax. The project has 114 stars and 15 forks, indicating an active community.

What license does ax use?

ax is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to ax?

The top alternatives to ax on Agent Skills Hub include clawmetry, tma1, deepcontext-mcp. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools