autopilot-doctor-codex

autopilot-doctor-codex is a skill for Codex from strzhao/autopilot. It costs 53 tokens per session (459 once invoked), scanned A, original, MIT.

A Codex skill for diagnosing an autopilot project’s engineering health and readiness for use with Codex.

In plain words
What is it for?
It is for autopilot doctor requests, engineering health checks, Codex readiness reviews, and project maturity assessments.
Why use it?
It helps investigate why autopilot may be producing poor results and assess the project’s engineering maturity.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: reads ~/.codex paths; installed under .agents/ (shared by several agents); mentions AGENTS.md.

Good fit It is for autopilot doctor requests, engineering health checks, Codex readiness reviews, and project maturity assessments.

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Install with agentmods
npx agentmods add skills/strzhao/autopilot/autopilot-doctor-codex
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add strzhao/autopilot --skill autopilot-doctor-codex
Clone the repo
git clone --depth 1 https://github.com/strzhao/autopilot

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for autopilot-doctor-codex

README.md
[![agentmods](https://agentmods.dev/badge/skills/strzhao/autopilot/autopilot-doctor-codex/github.svg)](https://agentmods.dev/skills/strzhao/autopilot/autopilot-doctor-codex)
Your own site
<a href="https://agentmods.dev/skills/strzhao/autopilot/autopilot-doctor-codex"><img src="https://agentmods.dev/badge/skills/strzhao/autopilot/autopilot-doctor-codex/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for autopilot-doctor-codex

Your own site · 80×15
<a href="https://agentmods.dev/skills/strzhao/autopilot/autopilot-doctor-codex"><img src="https://agentmods.dev/badge/skills/strzhao/autopilot/autopilot-doctor-codex.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 459 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00053 $0.00459
Opus 5.5 $0.00021 $0.00184
Sonnet 5.5 $0.00011 $0.00092
Haiku 4.5 $0.00005 $0.00046

Measured 1mo ago against content hash 30e6d64eefee, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

autopilot-doctor-codex scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/skills/autopilot-doctor-codex/SKILL.md · 45 lines

What it actually says

Autopilot Doctor for Codex

这是 Claude 版 autopilot-doctor 的 Codex 兼容入口。

基线文件

把以下文件当作详细评分与检查基线:

  • plugins/autopilot/skills/autopilot-doctor/SKILL.md

读取基线后,按本技能的 Codex 覆盖规则执行。

Codex 覆盖规则

  • 诊断报告写入 .codex/doctor-report.md
  • 不写入 .claude/doctor-report.md
  • 额外检查本仓库的 Codex readiness:
    • .codex/AGENTS.md 是否存在
    • .agents.md 是否存在
    • .codex/config.toml 是否存在,且已启用 codex_hooks 与 project_doc_fallback_filenames
    • .agents/skills/ 是否存在并包含 Codex 技能
    • .codex/hooks.json 是否存在且 JSON 合法
    • 是否仍在依赖旧的 bridge、watcher、plugin-sync、软链接共享目录方案
  • 当用户传入 --fix:
    • 只修复用户明确同意的项
    • 优先修复 Codex 自身目录下的问题
    • 不要为了 Codex 适配去改现有 Claude 插件文件,除非用户明确要求

输出要求

  • 评分维度、加权总分、Top 问题、Top 建议沿用基线格式
  • 明确区分:
    • Claude readiness
    • Codex readiness
  • 最终把完整报告写到 .codex/doctor-report.md
  • 对用户的聊天摘要要短,重点给:
    • 总分
    • 最影响 autopilot 的 3 个问题
    • 最先做的 3 个改进项
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 45 lines · 53 tokens per session scan A 30e6d64eefee

Subscribe to this mod's changes

autopilot-doctor-codex is a skill published in the GitHub repository strzhao/autopilot (32 stars, last pushed 6d ago), licensed MIT. It adds 53 tokens to every session and 459 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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