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super-research

An AI agent skill from XiaomiMiMo/MiMo-Code, scored 73 out of 100 by code.

73/ 100B

Code score by group

  • Spec16/20
  • Description17/20
  • Procedure15/15
  • Done criteria4/15
  • Resources9/10
  • Scripts2/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Done criteria (11), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

Autonomous research skill for open-ended, high-volume research work — an agent left running for a while (minutes to overnight) that produces honest, comparable, auditable evidence instead of a single one-shot answer. Covers eight modes selected by the request: (1) experiment loop — iteratively edit code, run, measure a metric, keep or revert (baseline → hypothesize → run → keep/revert loop; use for "optimize X", "tune hyperparameters", "run experiments overnight", "autonomously improve this model", "hill-climb a metric", "自动实验"); (2) topic survey / 主题调研 — collect and synthesize sources on a q…

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
XiaomiMiMo/MiMo-Code
Folder
packages/cli/src/skill/builtin/.bundle/super-research
License
MIT
GitHub stars
13,781
SKILL.md lines
91
Other files
33

Add super-research to your agent

npx skills add XiaomiMiMo/MiMo-Code --skill super-research

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

Labelled for

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All skills in XiaomiMiMo/MiMo-Code

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.