Agent skill

Job Intelligence

by 849879772 in 849879772/recruitops-agent

Search, explain, compare, and recommend persisted campus recruitment jobs.

MITAuto-check passedBusiness, Finance & HR

Install Job Intelligence

skills CLI
$ npx skills add 849879772/recruitops-agent --skill job-intelligence -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install 849879772/recruitops-agent job-intelligence --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/849879772/recruitops-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/job-intelligence .claude/skills/job-intelligence && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
job-intelligence
GitHub stars
131
Token cost
~154 tokens
SKILL.md length
73 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
MIT

At a glance

Search, explain, compare, and recommend persisted campus recruitment jobs.

  • Works in 5 steps: Use SQL-backed MCP tools for job lists… → Apply cohort and internship rules before… → Distinguish missing data from zero… → …
  • Tasks that involve Recruiting and HR
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Job Intelligence is an agent skill from 849879772/recruitops-agent. Search, explain, compare, and recommend persisted campus recruitment jobs.

Its SKILL.md is about 150 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Recruiting and HR. The repository describes itself as: Local-first recruitment intelligence and application operations agent. The licence is MIT.

When your agent uses it

  • Tasks that involve Recruiting and HR

Example prompts

  • “/job-intelligence”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Use SQL-backed MCP tools for job lists and details.
  2. Apply cohort and internship rules before matching: only confirmed 2027 full-time campus jobs are
  3. Distinguish missing data from zero results. Mention stale crawl or incomplete JD evidence when
  4. Ground comparisons in job title, complete JD, location, batch, score evidence, and job URL.
  5. Never manufacture a score or treat conversation memory as the current database.

What it can do on your machine

Read from SKILL.md and the folder at commit 1584307. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Job Intelligence loads about 154 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 73 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~154

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from 849879772/recruitops-agent at commit 1584307, republished under its MIT licence (© 849879772). 73 words, ~154 tokens.

Download SKILL.mdSave it as .claude/skills/job-intelligence/SKILL.md (or your agent's skills folder).
name
job-intelligence
description
Search, explain, compare, and recommend persisted campus recruitment jobs.

Job Intelligence

  1. Use SQL-backed MCP tools for job lists and details.
  2. Apply cohort and internship rules before matching: only confirmed 2027 full-time campus jobs are recommendation candidates.
  3. Distinguish missing data from zero results. Mention stale crawl or incomplete JD evidence when relevant.
  4. Ground comparisons in job title, complete JD, location, batch, score evidence, and job URL.
  5. Never manufacture a score or treat conversation memory as the current database.

© 849879772, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/job-intelligence of 849879772/recruitops-agent.

Open the folder on GitHubat commit 1584307

Compare with similar skills

Job Intelligence next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Job Intelligence compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Job Intelligence this skill849879772/recruitops-agent131—~154Automated safety check: PassMIT
Get Jobagentenatalie/get-job.skill629—~1.7kAutomated safety check: PassCC-BY-NC-ND-4.0
Resume Reviewerweeelin98/ResumeDom169—~2.4kAutomated safety check: PassNone
Build Resume Portfolio Sitetao943/build-resume-portfolio-site195—~5.8kAutomated safety check: PassNone
Cyber Resume Reviewermubix/cyber-resume-reviewer-skill184—~2.9kAutomated safety check: PassMIT
Repo To Resume TailorSsabby1/repo-to-resume-tailor127—~1.8kAutomated safety check: PassMIT

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Questions about Job Intelligence

What does Job Intelligence do?

Search, explain, compare, and recommend persisted campus recruitment jobs. Job Intelligence is an agent skill from 849879772/recruitops-agent. Search, explain, compare, and recommend persisted campus recruitment jobs.

When should I use Job Intelligence?

Job Intelligence fits situations like: tasks that involve Recruiting and HR.

How do I install Job Intelligence in Claude Code?

Run `npx skills add 849879772/recruitops-agent --skill job-intelligence -a claude-code`. Or copy the skill folder (.agents/skills/job-intelligence in 849879772/recruitops-agent) into .claude/skills/job-intelligence in your project. Claude Code loads it when a task matches its description.

How do I install Job Intelligence in Codex?

Run `npx skills add 849879772/recruitops-agent --skill job-intelligence -a codex`. Or copy the skill folder (.agents/skills/job-intelligence in 849879772/recruitops-agent) into .agents/skills/job-intelligence in your project. Codex loads it when a task matches its description.

Can I use Job Intelligence in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add 849879772/recruitops-agent --skill job-intelligence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/job-intelligence, .gemini/skills/job-intelligence, .github/skills/job-intelligence and .opencode/skills/job-intelligence in your project.

What does Job Intelligence need to run?

SKILL.md names no scripts, command-line tools or credentials: Job Intelligence is instructions for the agent only.

Does Job Intelligence access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Job Intelligence safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Job Intelligence use?

Job Intelligence is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Job Intelligence use?

About 154 tokens (SKILL.md is roughly 616 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Job Intelligence?

Skills that share tags, products or a category with Job Intelligence: Get Job (agentenatalie/get-job.skill, 629 stars), Resume Reviewer (weeelin98/ResumeDom, 169 stars), Build Resume Portfolio Site (tao943/build-resume-portfolio-site, 195 stars) and Cyber Resume Reviewer (mubix/cyber-resume-reviewer-skill, 184 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Job Intelligence?

849879772 (a GitHub user) maintains it in 849879772/recruitops-agent, which has 131 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.

Source: 849879772/recruitops-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.