job-evaluate

job-evaluate is a skill for Claude Code from AkbarDevop/ai-job-agent. It costs 166 tokens per session (2,097 once invoked), scanned A, original, MIT.

An automated workflow for evaluating one job posting from its URL. It extracts the job details, scores the role, creates a tailored resume PDF, and records the application in a tracker.

In plain words
What is it for?
Use it to assess a job, create an ATS-friendly resume for it, and add the application to a tracking CSV file.
Why use it?
It gathers several job-application tasks into one process and keeps the evaluation, resume, and application record together. It stops if required candidate files or software are missing.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths.

Good fit Use it to assess a job, create an ATS-friendly resume for it, and add the application to a tracking CSV file.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/akbardevop/ai-job-agent/job-evaluate
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add AkbarDevop/ai-job-agent --skill job-evaluate
Clone the repo
git clone --depth 1 https://github.com/AkbarDevop/ai-job-agent

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for job-evaluate

README.md
[![agentmods](https://agentmods.dev/badge/skills/akbardevop/ai-job-agent/job-evaluate/github.svg)](https://agentmods.dev/skills/akbardevop/ai-job-agent/job-evaluate)
Your own site
<a href="https://agentmods.dev/skills/akbardevop/ai-job-agent/job-evaluate"><img src="https://agentmods.dev/badge/skills/akbardevop/ai-job-agent/job-evaluate/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for job-evaluate

Your own site · 80×15
<a href="https://agentmods.dev/skills/akbardevop/ai-job-agent/job-evaluate"><img src="https://agentmods.dev/badge/skills/akbardevop/ai-job-agent/job-evaluate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 166 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,097 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00166 $0.02097
Opus 5.5 $0.00066 $0.00839
Sonnet 5.5 $0.00033 $0.00419
Haiku 4.5 $0.00017 $0.00210

Measured 1mo ago against content hash bc81543ec3e8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

job-evaluate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/job-evaluate/SKILL.md · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Job Evaluate

The single-shot demo. Paste a URL, get a structured evaluation + PDF resume + tracker row out the other side. Career-ops calls this "auto-pipeline." This is what makes a recruiter say "wait, this thing is real."

Repo location

$AI_JOB_AGENT_ROOT → ~/.claude/skills/ai-job-agent/ → REPO_PATH marker file → ~/ai-job-agent/.

Prerequisites

  1. config/candidate-profile.md exists (run /job-setup first if not)
  2. cv.md exists at the repo root, OR a resume PDF path in linkedin-config.json that we can extract from
  3. Playwright Chromium installed (npx playwright install chromium once) — needed for PDF generation

If any prereq is missing, fail with a clear message and stop. Don't half-run.

Workflow

Step 1 — Fetch and parse the JD

WebFetch "$URL"

Extract:

  • Company (from URL host or page title)
  • Role title (h1 / job title heading)
  • Posted date (look for "Posted N days ago" / explicit ISO date)
  • Location (city + remote/hybrid/onsite signal)
  • Required skills (the bulleted "Requirements" / "Qualifications" section)
  • Nice-to-haves (separate list if present)
  • Compensation range (if disclosed)
  • Recruiter / hiring manager name (if named)
  • ATS platform (host: linkedin.com → LinkedIn Easy Apply; boards.greenhouse.io → Greenhouse; jobs.lever.co → Lever; etc.)

If the JD is behind auth (LinkedIn often is) or the fetch failed, ask the user to paste the JD text directly.

Step 2 — Score across A-G blocks (rubric from /job-coach)

Each block scores 0-5. Reference the rubric in /job-coach's SKILL.md if you need the exact definitions. Use the candidate's config/candidate-profile.md + config/search-plan.md (if it exists) to inform B/C/D.

For E (personalization angle) and F (interview signal), do additional research:

WebSearch "<Company> hiring intern review Glassdoor"
WebSearch "<Company> interview process site:reddit.com OR site:teamblind.com"
WebSearch "<Company> recent news 2026"

Read the full file on GitHub · 174 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 174 lines · 166 tokens per session scan A bc81543ec3e8

Subscribe to this mod's changes

job-evaluate is a skill published in the GitHub repository AkbarDevop/ai-job-agent (67 stars, last pushed 6mo ago), licensed MIT. It adds 166 tokens to every session and 2,097 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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