source-command-self-evolving

name	source-command-self-evolving
description	Runs MetaHarness propose-evaluate-log-iterate loops to permanently improve agentic systems (workflows, prompts, retrieval logic, memory, orchestration). A coding-agent proposer inspects prior code + execution traces, diagnoses failure modes, proposes targeted edits or full rew...

source-command-self-evolving

Use this skill when the user asks to run the migrated source command self-evolving.

Command Template

Load and embody the skill at skills/self-evolving-systems/SKILL.md. Also load skills/self-evolving-systems/genius.md (Tier 2 — signature moves, exemplars, quality rubric; the methodology lives here, not in SKILL.md). Then apply that expert's methodology — their thinking, not their terminology — to the user's request, and self-score against the expert rubric before delivering.

This skill has runnable processes. Its flagship workflow is skills/self-evolving-systems/workflows/trajectory-ratchet.md. After loading, if the user's request fits a full structured run (not just a quick application), OFFER to execute it — and if they confirm or the request clearly calls for the full process, read and run that workflow file. See the skill's 'Available Workflows' table for the other processes.