Individual skill

evolve

Start or monitor an evolutionary development loop

skills/evolve/SKILL.md

Read pinned source

Source commit 722172ef096767583679d04aef5e847458fee6b2

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: No
Skill scan complete: Yes
Observed behavior: Network or broad shell
Last checked: Nov 2, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings): 6,332
Repository last updated: Nov 7, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

ai-agent Repository topic
agent-os Repository topic
llm-orchestration Repository topic
agentic-ai Repository topic
claude-code Repository topic
cli Repository topic
developer-tools Repository topic
mcp Repository topic
ai-coding-agent Repository topic
codex Repository topic
engineering Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

SKILL.mdcore · 4,922 bytes

Read excerpt


# ooo evolve - Evolutionary Loop

Start, monitor, or rewind an evolutionary loop that refines the ontology and acceptance criteria across generations.

```
Gen 1: Seed → Execute(all ACs) → Judge → Gate
Gen 2+: Wonder(failed ACs) → Reflect(active ACs only) → Execute(active) → Gate(all)
...until the gate passes, the loop stagnates, or 30 generations are reached
```

## Usage

```
ooo evolve "build a task management CLI"              # start