scraper-optimizer

scraper-optimizer is a Multi-agent review & consensus skill for AI agents, published by crafter-station in the hack0 repository on GitHub. Skillspace rates scraper-optimizer C (72/100) and the safety scan flagged it for review; the rating is based on static analysis only.

Optimizes LATAM hackathon discovery scrapers for the hack0.dev project. Reads every scraper in lib/scraper/sources/, launches one optimizer subagent per scraper in parallel (each iterates 2-3 times with self-scored F1 improvements and edits the file directly), then runs an evaluator that scores all scrapers on Quantity/Quality/Cost/Uniqueness and estimates a confusion matrix, writing the result to SCRAPER_EVALUATION.md. Use this skill whenever the user wants to improve scraper coverage, reduce false positives, add geographic or thematic queries, tune the discovery pipeline, rank scrapers, update SCRAPER_EVALUATION.md, or says anything like "optimize scrapers", "scraper quality", "scraper evaluation", "mejorar scrapers", or "falsos positivos en los scrapers". Trigger even if they only mention one scraper by name.

Grade
C
Quality
72 / 100
Safety
Needs review
GitHub stars
33

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 GitHubcrafter-station/hack0

Our review

Architecture
100 / 100
Maturity
Structured: ships references or scripts
Security scan
Medium-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • reads environment variables

Not checked 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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