Jd Decoder

Use when the user shares a job posting and asks whether to apply, what the posting really means, whether a job is real or a ghost listing, what a salary band signals, or how to prioritize between several postings.

2 starsOther

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add landedjobs/ai-job-hunt-os --skill jd-decoder

Manual install

git clone --depth 1 https://github.com/landedjobs/ai-job-hunt-os.git /tmp/ai-job-hunt-os
mkdir -p ~/.claude/skills
cp -r /tmp/ai-job-hunt-os/skills/jd-decoder ~/.claude/skills/jd-decoder

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# JD Decoder

Treat every posting as a probabilistic signal, not a promise. Some listings are stale, evergreen, exploratory, duplicated, or no longer funded, but published estimates are not interchangeable and should not be turned into one universal “ghost job” rate. The practical takeaway is to inspect the specific posting and company, then scale effort to the evidence.

## Process

### Step 1: Score ghost risk before anything else
One point each (0-6):

1. Posted or reposted for 45+ days with no edits
2. No named team, manager, or concrete problem; responsibilities read as template
3. Not listed on the company's own careers page (job-board only)
4. Company had layoffs in the last 6 months in this function
5. No recruiter activity visible (no LinkedIn posts about the role, no outreach happening)
6. Extremely wide or missing comp band with no explanation

0-1: real, tailor deeply. 2-3: probably real, tailor moderately and verify. 4+: verify before investing; offer to draft a short note to the likely hiring manager asking "is this role actively interviewing?" That question is legitimate, cheap, and converts uncertainty into information. A repost alone is NOT proof of fake: budgets change, finalists fall through, some roles are evergreen.

### Step 2: Classify every requirement

Read the full skill on GitHub

Details

Skill name: jd-decoder
Repository: landedjobs/ai-job-hunt-os
Path: skills/jd-decoder/SKILL.md
License: MIT
Repo updated: 27 October 2026
Listed in: karanb192/awesome-claude-skills

FAQ

What does the Jd Decoder skill do?

How do I install the Jd Decoder skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add landedjobs/ai-job-hunt-os --skill jd-decoder. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Jd Decoder popular?

It lives in landedjobs/ai-job-hunt-os, which has 2 GitHub stars and 0 forks, and is included in 1 curated skill list.

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