skill-evolution

skill-evolution is a skill for Claude Code, Codex from coco-research/coco. It costs 82 tokens per session (1,210 once invoked), scanned A, original, no licence file.

A guide for managing Coco's self-evolution cycle, a 30-day review process that observes how skills are used and proposes changes in a branch and pull request. A pull request is a proposed code change for review before it is merged.

In plain words
What is it for?
Use it to run, review, or change the cycle, understand why a skill changed, or inspect what the process would propose.
Why use it?
It keeps skill changes based on observed evidence and prevents them from being merged without the owner's approval.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python3 scripts/evolve.py run --window 30d # the real cycle, needs credentials.

Good fit Use it to run, review, or change the cycle, understand why a skill changed, or inspect what the process would propose.

Compare 6 skills from other repositories ↓
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/coco-research/coco
agentmods
npx agentmods add skills/coco-research/coco/skill-evolution

Made for: Claude Code, 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 skill-evolution

README.md
[![agentmods](https://agentmods.dev/badge/skills/coco-research/coco/skill-evolution/github.svg)](https://agentmods.dev/skills/coco-research/coco/skill-evolution)
Your own site
<a href="https://agentmods.dev/skills/coco-research/coco/skill-evolution"><img src="https://agentmods.dev/badge/skills/coco-research/coco/skill-evolution/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 skill-evolution

Your own site · 80×15
<a href="https://agentmods.dev/skills/coco-research/coco/skill-evolution"><img src="https://agentmods.dev/badge/skills/coco-research/coco/skill-evolution.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,210 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 unknown 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 $0.00082 $0.01210
Opus 5.5 $0.00033 $0.00484
Sonnet 5.5 $0.00016 $0.00242
Haiku 4.5 $0.00008 $0.00121

Measured 1mo ago against content hash 1c0889ae306a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

skill-evolution 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.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/ledger.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/skill-evolution/SKILL.md · 97 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

7 files 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 · 97 lines · 82 tokens per session scan A 1c0889ae306a

Subscribe to this mod's changes

skill-evolution is a skill published in the GitHub repository coco-research/coco (795 stars, last pushed today), with no licence file. It adds 82 tokens to every session and 1,210 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 2026-09-25.

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