Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
experiment-iterative-coder
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
experiment-iterative-coder
Best first install candidate based on install readiness and adoption.
Freshest repo
experiment-iterative-coder
Most recent maintenance signal among this shortlist.
| Signal | experiment-iterative-coder Iterative code refinement through plan → code → evaluate → refine cycles. Runs lint checks (ruff), tests (pytest), and structured self-evaluation each cycle, then diagnoses failures and refines. Decomposes complex tasks into sequential phases, iterates up to 3 times per phase (10 total). Use when: the main agent delegates a code task with 'MODE: MORE_EFFORT', the user selects 'More Effort' code generation mode, or the task explicitly requests iterative refinement for higher code quality. Do NOT use for single-pass code generation (Lite mode), experiment pipeline orchestration (use experiment-pipeline), or diagnosing a specific experiment failure (use experiment-craft). |
|---|---|
| Quality | 70/100 Strong |
| Decision verdict | 69/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 212 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 2, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
| Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add CamusGIT/EvoQuant --skill experiment-iterative-coder |