resume-grader SKILL.md skillA

resume-grader from jddavenportopen/recruit-copilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jddavenportopen/recruit-copilot/resume-grader@git:20260819.9780296

Pins git:20260819.9780296 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jddavenportopen/recruit-copilot
Path
skills/resume-grader/SKILL.md
Versions recorded
3
Latest version
git:20260819.9780296, committed Aug 19, 2026
First version recorded
Aug 17, 2026
Size
5,071 bytes
Repository stars
5
License
MIT

Grade a resume against a specific job description with a calibrated 3-persona interview panel (Hiring Manager, Recruiter, AI Systems Rep), scoring in-session and aggregating deterministically. Use when the user asks to grade, score, or judge a resume against a job, or asks whether a resume would get an interview.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Resume Grader (in-session, calibrated)

You are the grading panel. Claude scores the resume here in the session, so there is
no API key and no marginal cost. A Python script does the arithmetic so the numbers
never drift from the verdict.

**Independent personas are better.** This plugin ships one agent definition per seat —
`grader-hiring-manager`, `grader-recruiter`, `grader-ai-systems-rep`. When you can, run
them as three parallel subagents and collect the persona object each returns: judges that
cannot see each other's scores do not anchor on each other. Scoring all three yourself in
one pass is the supported fallback and produces the same JSON shape.

## Inputs
- The resume text (extract from the PDF/Doc if needed).
- The job description text.
- The employer name (used for the tiered pass bar).

## Procedure

Grade the resume from THREE independent personas. For each persona, score these five
dimensions on the outcome-anchored 0-100 scale, then cast a would-interview vote.

**The five dimensions** (keys must match exactly):
- `quantified_impact_credibility` - are the accomplishments specific, quantified, and believable?
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jddavenportopen/recruit-copilot/resume-grader@sha256:7d13c1d62b2dd4d7

The line at the top of this page pins the label git:20260819.9780296, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pq37unqwerwpf77e.svg)](https://markdownregistry.com/a/art_pq37unqwerwpf77e)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Aug 17, 2026 and Aug 19, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260819.9780296 latest2026-08-19 9780296 5,071 BA view · diff
git:20260819.e81d8ea2026-08-19 e81d8ea 4,230 BA view · diff
git:20260817.ff6b60a2026-08-17 ff6b60a 3,600 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5071 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

jddavenportopen/recruit-copilot · 5 stars · license MIT · pushed 2026-09-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_pq37unqwerwpf77e
GET https://markdownregistry.com/api/v1/resolve?ref=jddavenportopen/recruit-copilot/resume-grader
GET https://markdownregistry.com/api/v1/blob/7d13c1d62b2dd4d74395a7bcc70f022b46c95fcaadd912d67e5926b9d80bd371

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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