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Add Resume Radar skill#1205

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Saketh (SakethKanchi) wants to merge 2 commits into
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SakethKanchi:add-beating-resume-screeners-skill
Open

Add Resume Radar skill#1205
Saketh (SakethKanchi) wants to merge 2 commits into
ComposioHQ:masterfrom
SakethKanchi:add-beating-resume-screeners-skill

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@SakethKanchi

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What problem it solves

Modern resume screeners (like HackerRank's open-source interviewstreet/hiring-agent) are not keyword ATS filters. They read the resume PDF, pull the candidate's live GitHub via API, classify every repo as open-source vs personal, and score four weighted categories plus bonuses and deductions.

Beating Resume Screeners teaches Claude to see what that agent sees and fix the highest-leverage gaps, using real signals and honest framing only (it never fabricates experience, PRs, or metrics).

Who uses this workflow

Software engineers and new grads applying for jobs whose resumes are auto-screened before a human sees them.

What's included (more than a single SKILL.md)

  • SKILL.md following the Agent Skills spec (audit / simulate / optimize workflow)
  • references/RUBRIC.md documenting the full reverse-engineered 120-point rubric
  • scripts/github_enrich.py (Python stdlib only, no deps) that reproduces the agent's live GitHub repo classification, which is what caps the open_source score
  • scripts/test_github_enrich.py offline unit tests
  • evaluations.json behavioral evals

Example usage

Simulate the hiring-agent score for my resume and tell me where I'm losing points.

Claude runs the enrichment script, detects (for example) that all repos are single-contributor self_project type, explains the open_source category is capped at ~10/35, and gives a concrete honest action to close the gap.

Repo: https://github.com/SakethKanchi/beating-resume-screeners (MIT). Tested with Claude Code. Not affiliated with HackerRank.

@SakethKanchi Saketh (SakethKanchi) changed the title Add Beating Resume Screeners skill Add Resume Radar skill Jul 2, 2026
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