job-description-analyzer SKILL.md skillA

job-description-analyzer from zoolcoder/scoutjobs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add zoolcoder/scoutjobs/job-description-analyzer@git:20261018.2e6d9bd

Pins git:20261018.2e6d9bd in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
zoolcoder/scoutjobs
Path
skills/job-description-analyzer/SKILL.md
Versions recorded
2
Latest version
git:20261018.2e6d9bd, committed Oct 18, 2026
First version recorded
Oct 11, 2026
Size
6,669 bytes
Repository stars
3
License
MIT

Reference for job-fit and resume-tailor: extracts requirements, must-haves and nice-to-haves from a posting, maps them to the profile and lists the gaps. Use when the user pastes a posting and asks "what do they want", "am I a match", or "what am I missing"; scores are recorded by job-fit.

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

# Job Description Analyzer

## When to Use This Skill

Use this skill when the user:
- Wants to analyze a job posting
- Asks "should I apply to this job?"
- Wants to know their match percentage for a role
- Needs help understanding job requirements
- Wants to tailor their resume for a specific position
- Mentions: "analyze this job", "am I qualified", "match score", "should I apply"

Use this BEFORE resume tailoring to ensure effort is worth it.

## Core Capabilities

- Extract and categorize job requirements (must-have vs nice-to-have)
- Calculate match score between user's experience and job requirements
- Identify skill gaps and strengths
- Detect red flags in job postings
- Prioritize which experiences to highlight
- Generate resume tailoring strategy
- Create cover letter talking points
- Assess company culture fit indicators

## The Strategic Problem

Most job seekers waste time on:
- Jobs they're under-qualified for (<60% match)
- Jobs they're over-qualified for (flight risk)
- Jobs with red flags (high turnover, toxic culture)
- Applying to 50+ jobs blindly hoping something sticks

Better approach:
- Apply to 10-15 jobs strategically
- Target 70-90% match jobs
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add zoolcoder/scoutjobs/job-description-analyzer@sha256:620804fbdc792a7d

The line at the top of this page pins the label git:20261018.2e6d9bd, 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_3hbsb6o6c3lquygb.svg)](https://markdownregistry.com/a/art_3hbsb6o6c3lquygb)

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

Versions

The registry has recorded 2 versions of this file, between Oct 11, 2026 and Oct 18, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261018.2e6d9bd latest2026-10-18 2e6d9bd 6,669 BA view · diff
git:20261011.1b0ba962026-10-11 1b0ba96 14,949 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 (6669 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

zoolcoder/scoutjobs · 3 stars · license MIT · pushed 2026-10-18 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_3hbsb6o6c3lquygb
GET https://markdownregistry.com/api/v1/resolve?ref=zoolcoder/scoutjobs/job-description-analyzer
GET https://markdownregistry.com/api/v1/blob/620804fbdc792a7d7225c471be7f660714b4674822ef45f4d7bf65cbb52bd1d8

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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