Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement…
Use when creating, refreshing, expanding, or reviewing a SKRAFT Vally skill evaluation at tests/skills/ /eval.yaml in the skraft-plugin repository. Covers behavior coverage, baseline-versus-isolated-treatment discrimination, natural prompts, outcome rubrics, non-activation cases, regression guards, fixtures, static…
Use this skill BEFORE drafting any agentic primitive module (skill, persona scoping file, scope-attached rule file, orchestrator workflow) or when refactoring an existing one. Activate whenever the task asks to design, restructure, or critique an agentic module across any agent harness (Claude Code, Copilot, Cursor…
Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
★not rated 8 todayA20 tokens
GPL-3.0
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: