Agent Skill · Worklittle

apply-with-ai

Guides Worklittle Jobs apply flows: Apply with AI eligibility and session lifecycle, hosted apply via POST /jobs/:id/apply, closed_at vs can_apply, and grounded resume/cover letter generation. Use when applying to jobs, starting Apply with AI, checking can_apply, or generating application documents on the Jobs product.

View SKILL.md on GitHub → Source repository Provider profile

Provider: Worklittle Path in repo: apply-with-ai/SKILL.md

Skill body

Jobs product skill (market apply). For document-only work prefer skill resume-cover-letter. For employer ATS pipeline writes, use skill candidates.

Two apply paths

Path	When	Call	Cost cue
Apply with AI	Employer form automation (browser run)	`POST /jobs/apply` / `apply_for_job`	AI tokens + browser duration; no per-user concurrent cap — Waiting queue when browser slots are full; stops when credit runs out
Hosted apply	Worklittle-published job with application fields	`POST /jobs/:id/apply` / `submit_job_application`	~$0.01 success

Public careers boards: POST /business/jobs/company/:company/jobs/:id/apply — no API key, separate rate limit.

Critical rules

can_apply is the only eligibility check for Apply with AI. Never guess from apply_url, source_name, or the careers site host.
closed_at and can_apply are independent. Re-read job details immediately before apply.
Documents are grounded. Hiring-ready resumes/cover letters use only the candidate’s real history + posting keywords. Omit unknowns; never invent employers, schools, or metrics.
Use get_job_keywords as job_context, not the full job description.
Apply with AI lifecycle: start → poll until completed. API keys always submit. Check /jobs/applied or session status before retrying to avoid double-submit. Each started session can bill — do not retry rejected starts blindly.

Details: references/apply.md · references/documents.md

Scopes

Action	Scope
Hosted apply / Apply with AI	`jobs:apply` (+ `jobs:read` for details)
Resumes / cover letters	`agent:tools`

Docs: Apply for jobs · Apply with AI · Closed jobs · Resumes and cover letters

Work with this as data

Every skill here is available over the APIs.io API and to AI agents over MCP.

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