cv-scorer SKILL.md skillA

cv-scorer from tronghieu/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tronghieu/agent-skills/cv-scorer@git:20261031.fea59e4

Pins git:20261031.fea59e4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tronghieu/agent-skills
Path
skills/cv-scorer/SKILL.md
Versions recorded
2
Latest version
git:20261031.fea59e4, committed Oct 31, 2026
First version recorded
Apr 3, 2026
Size
6,653 bytes
Repository stars
100
License
MIT

Evaluate, score, and compare candidate CVs/resumes against a job description with a shared 100-point rubric and traceable evidence. Use for CV screening, resume review, candidate ranking, shortlist support, or interview questions based on gaps between a CV and a JD.

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

# CV Scorer

Produce an evidence-based comparison with a JD for a human hiring reviewer. A score describes what the submitted documents support; it is not a probability of success or an automatic hiring decision.

## Workflow

### 1. Read the inputs

Find the JD and CVs in the supplied context/files before asking for them. A JD is required to score; without one, ask for it and offer an unscored CV review meanwhile. Accept text, Markdown, PDF, or another format that available tools can extract faithfully.

For PDFs, use an available PDF reader or extraction tool; use OCR for scanned pages when available. Check page count, columns, dates, and repeated text against the source. Record unreadable/missing pages and extraction limitations. If extraction is partial or unreadable, give a partial evidence review, request the missing text, and withhold totals and ranking. A missing PDF skill is not itself an error; use available tools or request readable text.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tronghieu/agent-skills/cv-scorer@sha256:a7a27a28b20c8b6c

The line at the top of this page pins the label git:20261031.fea59e4, 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_cs2ksvtnwyzgg2r2.svg)](https://markdownregistry.com/a/art_cs2ksvtnwyzgg2r2)

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

Versions

The registry has recorded 2 versions of this file, between Apr 3, 2026 and Oct 31, 2026, about one every 211 days.

versioncommittedcommitsizeaudit
git:20261031.fea59e4 latest2026-10-31 fea59e4 6,653 BA view · diff
git:20260403.cede59c2026-04-03 cede59c 2,725 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 (6653 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

tronghieu/agent-skills · 100 stars · license MIT · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cs2ksvtnwyzgg2r2
GET https://markdownregistry.com/api/v1/resolve?ref=tronghieu/agent-skills/cv-scorer
GET https://markdownregistry.com/api/v1/blob/a7a27a28b20c8b6c65cac6f6e0c93521626c35fedb42d0570b2148167e3da2f6

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.

More from tronghieu/agent-skills

AGENTS.md AGENTS.md file
tronghieu/agent-skills · AGENTS.md
git:20261004.2fce93c · audit A · 100 stars
CLAUDE.md CLAUDE.md file
tronghieu/agent-skills · CLAUDE.md
git:20260905.20a4e97 · audit B · 100 stars
bmad-run-inspector SKILL.md skill
tronghieu/agent-skills · skills/bmad-run-inspector/SKILL.md · Inspect and explain bmad-loop run artifacts under `.bmad-loop/runs/`. Use for live health checks ("is it stuck?", "is…
git:20261018.52461fd · audit A · 100 stars
brainstorm-coach SKILL.md skill
tronghieu/agent-skills · skills/brainstorm-coach/SKILL.md · Coach structured brainstorming sessions on any topic: diverge on ideas together, then converge on priorities and next…
git:20260905.623c278 · audit A · 100 stars
critical-thinking SKILL.md skill
tronghieu/agent-skills · skills/critical-thinking/SKILL.md · Audit the reasoning of a document or argument (memo, proposal, investment analysis, board paper, article, the user's…
git:20260905.623c278 · audit A · 100 stars
data-scientist SKILL.md skill
tronghieu/agent-skills · skills/data-scientist/SKILL.md · Act as an end-to-end data scientist: turn business questions into defensible analysis, validated models, and…
git:20260905.623c278 · audit A · 100 stars
deep-reader SKILL.md skill
tronghieu/agent-skills · skills/deep-reader/SKILL.md · Read, study, and answer questions about long books and papers without loading the whole text into one context window…
git:20261010.6307c5e · audit A · 100 stars
design-thinking SKILL.md skill
tronghieu/agent-skills · skills/design-thinking/SKILL.md · Facilitate a full design-thinking engagement (Empathize, Define, Ideate, Prototype, Test) grounded in real user…
git:20260905.623c278 · audit A · 100 stars
diataxis-writer SKILL.md skill
tronghieu/agent-skills · skills/diataxis-writer/SKILL.md · Write, restructure, classify, and review documentation with the Diataxis framework. Use when the user asks to create…
git:20261004.f7dd968 · audit A · 100 stars
fiction-studio SKILL.md skill
tronghieu/agent-skills · skills/fiction-studio/SKILL.md · A complete fiction-writing studio, run as a team of named specialist agents, that guides an author from a bare idea to…
git:20260615.d190775 · audit A · 100 stars
manual-tester SKILL.md skill
tronghieu/agent-skills · skills/manual-tester/SKILL.md · Plan and run manual tests of the project's running app. Runs a session in one of five modes: exploratory, verification…
git:20261004.2fce93c · audit A · 100 stars
market-researcher SKILL.md skill
tronghieu/agent-skills · skills/market-researcher/SKILL.md · Conduct rigorous, citation-backed desk market research: quick go/no-go market scans, market sizing (TAM/SAM/SOM)…
git:20260710.b4648bb · audit A · 100 stars

Every file in tronghieu/agent-skills

Browse by kind, by grade A, or by owner.