self-improving-skills-review

self-improving-skills-review is a skill for Codex from UniM0cha/self-improving-skills. It costs 68 tokens per session (1,309 once invoked), scanned A, original, MIT.

Review a completed Codex turn for durable skill improvements, using the chatgpt-codex-self-improving-skills plugin's skill-manager tools or scripts. Use after user corrections, repeated workflow friction, non-trivial debugging techniques, or when the Stop hook requests a self-improvement pass.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions Codex; $skill-name invocation.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is python3 ../../scripts/skill_manager_cli.py status.

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/UniM0cha/self-improving-skills
agentmods
npx agentmods add skills/unim0cha/self-improving-skills/self-improving-skills-review

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 self-improving-skills-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/unim0cha/self-improving-skills/self-improving-skills-review/github.svg)](https://agentmods.dev/skills/unim0cha/self-improving-skills/self-improving-skills-review)
Your own site
<a href="https://agentmods.dev/skills/unim0cha/self-improving-skills/self-improving-skills-review"><img src="https://agentmods.dev/badge/skills/unim0cha/self-improving-skills/self-improving-skills-review/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 self-improving-skills-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/unim0cha/self-improving-skills/self-improving-skills-review"><img src="https://agentmods.dev/badge/skills/unim0cha/self-improving-skills/self-improving-skills-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,309 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 $0.00068 $0.01309
Opus 5.5 $0.00027 $0.00524
Sonnet 5.5 $0.00014 $0.00262
Haiku 4.5 $0.00007 $0.00131

Measured today against content hash ac9d1c6b4666, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

self-improving-skills-review 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 today.

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.

plugins/chatgpt-codex-self-improving-skills/skills/self-improving-skills-review/SKILL.md · 119 lines

How it starts

The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Codex Self-Improvement Review

Use this skill to decide whether a recent interaction should update Codex's reusable skills. Treat skills as procedural memory: they record how to do a class of task, not one-off facts.

Review Policy

Inspect the current thread evidence before writing anything. Then walk this ladder and act on the EARLIEST rung that applies (Hermes review-priority order):

  1. Patch a skill that was in play this session. If a skill was loaded or invoked ($skill-name) during this thread and it turned out wrong, stale, or incomplete — that is the skill to fix first. It routed the work, so its gaps are exactly what future sessions will hit.
  2. Extend an existing relevant skill. Prefer adding the gotcha, corrected step, or example to a skill that already governs this class of task over creating a new narrow sibling.
  3. Embed the corrected preference in the governing skill. User corrections about workflow, tone, formatting, or verification belong in the body of the skill that governs that class of task — so the next session starts already corrected.
  4. Create a new skill — last resort. Only when the learning is class-level and likely to recur, and no existing skill covers it.

Additional rules:

  • Name anti-patterns (a bad name means the knowledge is not class-level — fall back up the ladder or capture nothing): a PR number, an error string, a session label like fix-X / debug-Y, a bare library name with no technique, anything tied to one instance.
  • Duplicates: report, don't merge. If you notice two skills covering the same ground, note it in your output — consolidation is the $codex-skill-curator pass's job, not the review's.
  • Do not encode transient errors that resolved within the session (if a retry worked, the lesson — if any — is the retry pattern, not the failure), missing binaries, one-off paths, temporary outages, or negative claims like "tool X does not work". Setup failures are capturable only as the FIX (install command, config, env var).
  • Never edit bundled/system/admin skills. Work in user or repo skill roots only.
  • Keep changes small, make a backup first, and report the diff summary.

Read the full file on GitHub · 119 lines

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. today First seen · 119 lines · 68 tokens per session scan A ac9d1c6b4666

Subscribe to this mod's changes

self-improving-skills-review is a skill published in the GitHub repository UniM0cha/self-improving-skills (51 stars, last pushed 1mo ago), licensed MIT. It adds 68 tokens to every session and 1,309 once invoked, about $0.0003 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 2026-11-07.

Related

self-improving-skills-review compared with skills from other repositories

self-improving-skills-review next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
self-improving-skills-reviewUniM0cha/self-improving-skillsSkill511mo agoMITA68Codex
notion-artifact-captureAtlasOmnia/hermes-custom-packSkill7611d agoMITA82Claude Code, Codex
libretranslate-markdown-i18npedroiff0/awesome-skillsSkill115d agoMITA127Claude Code, Codex
gh-issuesSafeAI-Lab-X/ClawKeeperSkill1.0k2mo agononeA116Claude Code
openclaw-pr-maintainerSafeAI-Lab-X/ClawKeeperSkill1.0k2mo agononeA84Claude Code, Codex
grill-with-docspedroiff0/awesome-skillsSkill115d agoMITA36Claude Code, Codex
google-workspaceAtlasOmnia/hermes-custom-packSkill7611d agoMITA24Claude Code, Codex