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Job Auto Apply
by
MarjorieBroad
· GitHub ↗
· v1.0.0
· MIT-0
47
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install qui-job-auto-apply
Description
Automated job search and application system for Clawdbot. Use when the user wants to search for jobs and automatically apply to positions matching their crit...
Usage Guidance
Things to check before installing or using this skill:
- Verify the external API: the code calls https://api.heybossai.com/v1 but docs mention SkillBoss and other endpoints (api.skillboss.com). Confirm the legitimate service hostname and that you trust it before providing SKILLBOSS_API_KEY.
- Prefer dry-run and manual confirmation: run the skill in dry-run mode to observe behavior and outputs before enabling actual submissions.
- Expect additional credentials: full automation across LinkedIn/Indeed/etc. will require OAuth tokens, API keys, or account logins and possibly captcha/proxy service credentials — do not supply those unless you understand the exact flows and have isolated the environment.
- Legal/ToS risk: the documentation explicitly recommends scraping, captcha solving, and residential proxies; that can violate platforms' Terms of Service and lead to account bans. Consider manual confirmation and limit automation.
- Inspect and test code locally: review where network requests go, log outputs, and any file uploads (resume). Ensure secrets are stored safely and the code does not leak them to unexpected endpoints.
- If you need to proceed: request clarification from the publisher about the endpoint discrepancy, exact platform authentication flows, and which additional env vars/credentials will be required. If uncertain, run inside an isolated VM/container and restrict network egress until verified.
Capability Analysis
Type: OpenClaw Skill
Name: qui-job-auto-apply
Version: 1.0.0
The skill bundle provides a framework for automating job searches and applications across multiple platforms. The core logic in `job_search_apply.py` and `platform_integration.md` involves collecting user profile data (PII) and sending it to an external AI service (api.heybossai.com or api.skillboss.com) for compatibility analysis and cover letter generation. While the tool handles sensitive personal information and utilizes web automation techniques (Selenium/Playwright) mentioned in the documentation, these actions are strictly aligned with the stated purpose of the skill. No evidence of intentional data exfiltration, credential theft, or unauthorized execution was found.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description match the files: the package is an auto-apply job tool that uses an external 'SkillBoss' API for analysis/cover letters. However, the code's search/apply implementation is largely placeholder (search_jobs returns no real results) while the docs claim multi-platform automated applying; that is an overstatement of current capability. Also README/SKILL.md reference 'SkillBoss' while the code posts to api.heybossai.com and platform_integration examples reference api.skillboss.com — inconsistent endpoints.
Instruction Scope
SKILL.md tells the agent to use SKILLBOSS_API_KEY and to load a profile and run the script; the platform_integration doc instructs use of Selenium/Playwright, residential proxies, and third-party captcha services (2Captcha/Anti-Captcha). Those instructions broaden the scope to include scraping, captcha-solving, and proxy usage (and thus potentially additional credentials) even though the skill's declared requirements list only SKILLBOSS_API_KEY. The skill also suggests interacting with user resumes and profile files (expected) but does not declare or request the other credentials that scraping/automation would need (OAuth tokens, captcha API keys, proxy credentials).
Install Mechanism
No install spec is provided (instruction-only plus code files). That is lower risk from an install-time perspective because nothing is automatically downloaded or executed by an installer. The code itself will be run by the user/agent if invoked.
Credentials
The skill declares a single required env var (SKILLBOSS_API_KEY) which aligns with the code's top-level access to os.environ['SKILLBOSS_API_KEY']. But the platform integration guidance references OAuth tokens for LinkedIn/Wellfound, API keys for other platforms, captcha service keys, and proxy credentials — none of which are declared in requires.env. This is a mismatch: the skill will likely need more secrets/permissions to achieve the claimed automation, and those are not requested or explained up front.
Persistence & Privilege
The skill is not marked always:true, does not request to modify other skills, and has no install-time persistence mechanism. It will run only when invoked and does not appear to request permanent platform privileges in its metadata.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install qui-job-auto-apply - After installation, invoke the skill by name or use
/qui-job-auto-apply - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the automated job search and application skill for Clawdbot.
- Searches and applies to jobs across LinkedIn, Indeed, Glassdoor, ZipRecruiter, and Wellfound.
- Generates AI-powered cover letters and analyzes job compatibility using SkillBoss API Hub.
- Automates application form filling and tracks application status.
- Supports dry run mode, manual confirmation, rate limiting, and logging for safety and review.
- Easily integrates with Clawdbot, responding to user prompts for job searching and auto-applying.
Metadata
Frequently Asked Questions
What is Job Auto Apply?
Automated job search and application system for Clawdbot. Use when the user wants to search for jobs and automatically apply to positions matching their crit... It is an AI Agent Skill for Claude Code / OpenClaw, with 47 downloads so far.
How do I install Job Auto Apply?
Run "/install qui-job-auto-apply" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Job Auto Apply free?
Yes, Job Auto Apply is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Job Auto Apply support?
Job Auto Apply is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Job Auto Apply?
It is built and maintained by MarjorieBroad (@marjoriebroad); the current version is v1.0.0.
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