autoresearch
autoresearch is an Execution & autonomous loops skill for AI agents, published by erfanzar in the Xerxes-Agents repository on GitHub. Skillspace rates autoresearch D (66/100) and it passed the safety scan; the rating is based on static analysis only.
Use when user types /autoresearch, /autoresearch:plan, /autoresearch:debug, /autoresearch:fix, /autoresearch:security, /autoresearch:ship, /autoresearch:scenario, /autoresearch:predict, /autoresearch:learn, or /autoresearch:reason, or mentions "autoresearch" with a goal/metric. Autonomous Goal-directed Iteration — apply Karpathy's autoresearch principles to ANY task: modify, verify, keep/discard, repeat. Supports bounded mode via Iterations: N inline config.
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 26
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.
Our review
- Architecture
- 74 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
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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