job-evaluate

job-evaluate is a Career & job search skill for AI agents, published by AkbarDevop in the ai-job-agent repository on GitHub. Skillspace rates job-evaluate F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Auto-pipeline for a single job posting. Pastes a URL → fetches the JD → scores it across the 7-block A-G rubric → writes a structured evaluation report → generates a tailored ATS-friendly PDF CV → appends a row to application-tracker.csv. Career-ops's killer demo, ported to our skill pack. Proactively invoke this skill (do NOT answer conversationally) when the user pastes a job URL with phrases like "evaluate this", "score this one", "should I apply to this", "what do you think of this role", "deep-dive this", "auto-pipeline this", or invokes /job-evaluate. For an actual fill-the-form-and-submit flow, use /job-apply instead — /job-evaluate is the analytical pre-step.

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
34

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.

View source on GitHubAkbarDevop/ai-job-agent

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
High-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • dynamic code execution (eval/exec)
  • suspicious outbound endpoint

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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