benchmark-discovery
benchmark-discovery is a Literature review & citations skill for AI agents, published by steel-dev in the leaderboard repository on GitHub. Skillspace rates benchmark-discovery D (62/100) and it passed the safety scan; the rating is based on static analysis only.
Surface new benchmark result candidates for the Steel leaderboard at /Users/nikola/dev/steel/leaderboard by running the arxiv discovery pipeline, filtering out off-topic and unscorable papers (e.g. ESA Gaia space-telescope hits vs the GAIA agent benchmark), and producing a standardised review-ready markdown summary with sections for proposed additions, variant candidates, and methodology notes — optionally posted to the rolling discovery issue on GitHub. Use this skill whenever the user mentions "discovery", "discovery sweep", "check arxiv", "survey new benchmark results", "find new leaderboard candidates", "what's new on the leaderboards", "any new agents on BrowseComp/GAIA/SWE-bench/WebVoyager", "see what's been published this week", "anyone reporting new scores", or any variation that involves scanning recent papers for fresh agent or model scores to potentially add to the leaderboard. Always trigger this skill before running an ad-hoc arxiv search by hand — the skill already knows…
- Grade
- D
- Quality
- 62 / 100
- Safety
- Passed
- GitHub stars
- 44
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
- 89 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- 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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