watch
watch is a Literature review & citations skill for AI agents, published by EmertonData in the glide repository on GitHub. Skillspace rates watch D (64/100) and it passed the safety scan; the rating is based on static analysis only.
Monitor arXiv for new papers relevant to the GLIDE project (prediction-powered inference, active statistical inference, LLM evaluation debiasing, proxy annotation bias correction). Use whenever the user says "watch arXiv", "check for new PPI papers", "any new papers this week", "run the arXiv monitor", "what's new on arXiv", or invokes /watch with an optional time window like "3 days" or "1 week". Also triggers on "arXiv scan", "literature watch", "new papers on prediction-powered inference".
- Grade
- D
- Quality
- 64 / 100
- Safety
- Passed
- GitHub stars
- 82
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
- 93 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- 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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