super-research

super-research is a Web research & fact-checking skill for AI agents, published by XiaomiMiMo in the MiMo-Code repository on GitHub. Skillspace rates super-research D (65/100) and it passed the safety scan; the rating is based on static analysis only.

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 question (use for "survey the literature on X", "research topic Y", "调研 Z", "literature review", "deep research", "what's the state of the art in", "gather evidence about"); (3) quantitative analysis / 量化分析 — reproducible, hypothesis-first data analysis with schema audit, effect sizes, and caveats (use for "analyze this dataset", "量化分析", "test whether X correlates with Y", "compute the effect of",…

Grade
D
Quality
65 / 100
Safety
Passed
GitHub stars
13,097

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubXiaomiMiMo/MiMo-Code

Our review

Architecture
95 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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