Agent skill

Job Auto Apply

by sundial-org in sundial-org/awesome-openclaw-skills

Automated job search and application system for Clawdbot. An agent skill from sundial-org/awesome-openclaw-skills.

No licenceAuto-check passedBusiness, Finance & HR

Install Job Auto Apply

skills CLI
$ npx skills add sundial-org/awesome-openclaw-skills --skill job-auto-apply -a claude-code

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

GitHub CLI
$ gh skill install sundial-org/awesome-openclaw-skills job-auto-apply --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/job-auto-apply .claude/skills/job-auto-apply && 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-auto-apply
GitHub stars
663
Token cost
~1.7k tokens
SKILL.md length
490 words
Files
4
Skills in repo
383
Repo updated
First seen
Licence
None found

At a glance

Automated job search and application system for Clawdbot. An agent skill from sundial-org/awesome-openclaw-skills.

  • Works in 10 steps: Set Up User Profile → Run Job Search and Apply → Profile Configuration → …
  • The user wants to search for jobs and automatically apply to positions matching their criteria
  • SKILL.md covers Overview, Quick Start, Workflow Steps and Integration with Clawdbot, plus 4 more sections
  • Runs Python scripts from its folder; calls python; reaches linkedin.com

What it does

Job Auto Apply is an agent skill from sundial-org/awesome-openclaw-skills. Automated job search and application system for Clawdbot. Use when the user wants to search for jobs and automatically apply to positions matching their criteria. Handles job searching across LinkedIn, Indeed, Glassdoor, ZipRecruiter, and Wellfound, generates tailored cover letters, fills application forms, and tracks application status. Use when user says things like "find and apply to jobs", "auto-apply for [job title]", "search for [position] jobs and apply", or "help me apply to multiple jobs automatically".

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `job_search_apply.py`, `platform_integration.md` and `profile_template.json`).

It sits in Business, Finance & HR, covering Resume and CV writing and Job search and resumes. It works with LinkedIn. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.

When your agent uses it

  • The user wants to search for jobs and automatically apply to positions matching their criteria
  • User says things like find and apply to jobs
  • Auto-apply for [job title]
  • Search for [position] jobs and apply

Example prompts

  • “find and apply to jobs”
  • “auto-apply for [job title]”
  • “search for [position] jobs and apply”
  • “/job-auto-apply”

Requirements

  • Python 3

Workflow steps

10 steps, taken from the step headings in SKILL.md.

  1. Set Up User Profile
  2. Run Job Search and Apply
  3. Profile Configuration
  4. Define Search Parameters
  5. Run Automated Application
  6. Multi-Platform Search
  7. Smart Matching
  8. Application Customization
  9. Safety Features
  10. Form Automation

What it can do on your machine

Read from SKILL.md and the folder at commit b80cde2. 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

    Ships script files (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • linkedin.com

    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 Auto Apply loads about 1.7k tokens when it runs. Until then it costs about 133 tokens; SKILL.md has 490 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~133
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 490 words (~1,673 tokens).

“Automate job searching and application submission across multiple job platforms using Clawdbot.”

— opening of SKILL.md by sundial-org
name
job-auto-apply

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files in skills/job-auto-apply of sundial-org/awesome-openclaw-skills.

  • SKILL.md
  • job_search_apply.py
  • platform_integration.md
  • profile_template.json

Open the folder on GitHubat commit b80cde2

Compare with similar skills

Job Auto Apply 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 Auto Apply compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Job Auto Apply this skillsundial-org/awesome-openclaw-skills663—~1.7kAutomated safety check: PassNone
People Company Search Fibergooseworks-ai/goose-skills1.2k1 repos~4.9kAutomated safety check: PassMIT
Career-Ops Job Search Centercareer-ops-hq/career-ops74k—~3.6kAutomated safety check: PassMIT
Reactive Resume Builderreactive-resume/reactive-resume44k—~2kAutomated safety check: PassMIT
LinkedIn Job SearchMadsLorentzen/ai-job-search45k—~1.2kAutomated safety check: PassMIT
Internship Project Preparation ToolLiuMengxuan04/shushu-internship-tool2.1k—~2.3kAutomated safety check: PassCustom licence

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Works with

Questions about Job Auto Apply

What does Job Auto Apply do?

Automated job search and application system for Clawdbot. An agent skill from sundial-org/awesome-openclaw-skills. Job Auto Apply is an agent skill from sundial-org/awesome-openclaw-skills. Automated job search and application system for Clawdbot.

When should I use Job Auto Apply?

Job Auto Apply fits situations like: the user wants to search for jobs and automatically apply to positions matching their criteria; user says things like find and apply to jobs; auto-apply for [job title]; search for [position] jobs and apply.

How do I install Job Auto Apply in Claude Code?

Run `npx skills add sundial-org/awesome-openclaw-skills --skill job-auto-apply -a claude-code`. Or copy the skill folder (skills/job-auto-apply in sundial-org/awesome-openclaw-skills) into .claude/skills/job-auto-apply in your project. Claude Code loads it when a task matches its description.

How do I install Job Auto Apply in Codex?

Run `npx skills add sundial-org/awesome-openclaw-skills --skill job-auto-apply -a codex`. Or copy the skill folder (skills/job-auto-apply in sundial-org/awesome-openclaw-skills) into .agents/skills/job-auto-apply in your project. Codex loads it when a task matches its description.

Can I use Job Auto Apply 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 sundial-org/awesome-openclaw-skills --skill job-auto-apply -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-auto-apply, .gemini/skills/job-auto-apply, .github/skills/job-auto-apply and .opencode/skills/job-auto-apply in your project.

What does Job Auto Apply need to run?

Going by SKILL.md and its folder, Job Auto Apply needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Job Auto Apply access the network?

SKILL.md names 1 domain. In commands or code: linkedin.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Job Auto Apply 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 Auto Apply use?

No licence was found for Job Auto Apply or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Job Auto Apply use?

About 1.7k tokens (SKILL.md is roughly 6.7k 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 Auto Apply?

Skills that share tags, products or a category with Job Auto Apply: People Company Search Fiber (gooseworks-ai/goose-skills, 1.2k stars), Career-Ops Job Search Center (career-ops-hq/career-ops, 74k stars), Reactive Resume Builder (reactive-resume/reactive-resume, 44k stars) and LinkedIn Job Search (MadsLorentzen/ai-job-search, 45k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Job Auto Apply?

sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.

Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.