AI Plugin Indexgrade-iterate vs agent-reproduce-align
grade-iterate and agent-reproduce-align are both ai and llm tools skills. agent-reproduce-align scores higher (94 vs 92 out of 100). agent-reproduce-align has more GitHub stars (29k), and agent-reproduce-align was updated more recently (today). The table compares them side by side.
| grade-iterate | agent-reproduce-align | |
|---|---|---|
| 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. | Use after a Codex or Claude Code feature has been implemented in Qwen Code to run the selected reference agent and Qwen Code under the same scenario, capture HTTP and terminal traces, compare request bodies, tool/function schemas, outputs, and iterate until the reproduced behavior is close enough. |
| Publisher | Community: alirezarezvani | Community: QwenLM |
| 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 | 28,686 |
| Last commit | 23 Oct 2026 | 24 Oct 2026 |
| Licence | MIT | Apache-2.0 |
| Listed since | 23 Oct 2026 | 23 Oct 2026 |
| Install grade-iterate | Install agent-reproduce-align |
Questions
Is grade-iterate or agent-reproduce-align more popular?
agent-reproduce-align has more GitHub stars: 28,686.
Can I use grade-iterate and agent-reproduce-align together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.