AI Plugin Indexgrade-iterate vs ce-retune
grade-iterate and ce-retune are both ai and llm tools skills. ce-retune scores higher (94 vs 92 out of 100). grade-iterate has more GitHub stars (29k), and ce-retune was updated more recently (today). The table compares them side by side.
| grade-iterate | ce-retune | |
|---|---|---|
| Score | 92 / 100 | 94 / 100 |
| What it does | Runs the grade and iterate loop for a Claude Managed Agent. It defines a rubric-graded outcome with a capped number of iterations, reads each verdict, and runs held-back eval cases in parallel. Built for developers building Claude Managed Agents. | Retune a skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus adversarially, then cut in measured passes until a pre-registered bar clears. Requires a benchmark harness that can A/B two builds of the corpus; refuses without one. |
| Publisher | Community: alirezarezvani | Community: EveryInc |
| Grades | Maintenance A, Licence A, Quality A | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 28,618 | 25,684 |
| Last commit | 23 Oct 2026 | 23 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 23 Oct 2026 | 23 Oct 2026 |
| Install grade-iterate | Install ce-retune |
Questions
Is grade-iterate or ce-retune more popular?
grade-iterate has more GitHub stars: 28,618.
Can I use grade-iterate and ce-retune together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.