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Automation
Skill

/apply

Apply to a single job (URL or pasted page) with fit review, or score and apply the job links pasted into an apply campaign when no argument is given.

From plugin
jobpilot
10432 skills4 agents2 MCP

Claude Code

$ npx -y skills add suxrobGM/jobpilot --skill apply --agent claude-code

SKILL.md

apply.SKILL.md
name: apply
description: Apply to a single job (URL or pasted page) after a fit review and a pre-submit review.
argument-hint: "<job_url_or_pasted_job_page>"

Apply

One job: fit review, the user's yes, fill, pre-submit review, submit. For several links, the user adds them in the Pipeline (`$JOBPILOT_WEB/pipeline`, **Add job links**) and the pilot applies.

No argument: reply "Give me a job URL or paste the job page. To apply to several links, add them in the Pipeline." and stop.

Setup

Follow `../_shared/setup.md`. Feed mechanics are in `../_shared/feed-flow.md`. `MIN_SCORE` is `GET /api/pilot` `config.minScore`.

Pasted content: pull out the description, apply URL, company and title. No apply URL: stop with "I need a job URL or a page with a visible Apply link."

1. Fit review

  • **URL**: delegate to `job-scorer` `{ "mode":"review", "url":"<url>", "resumeId":"<primary>",

"minMatchScore":<MIN_SCORE> }`. Keep its `brief`.

  • **Pasted page**: build the brief (`../_shared/job-brief.md`) and `POST /api/fit-scores`

`{brief, minScore:<MIN_SCORE>}`. `verdict` `trust`: report the score; `deliberate`: reason from `strongMatches`, `partialMatches` and `gaps`.

Show:

## Fit: <title> at <company>

Score: <n>/100
Strong: <skill - evidence>
Partial: <skill - what's adjacent>
Gaps: <skill - what's missing>
Visa: <risk, if any>
Verdict: <1-2 sentences>

Ask "Apply?" Continue only on yes.

2. Applied check

Run it (`../_shared/feed-flow.md`). `.applied`: show the match (title, company, applied date, `.match.kind`) and ask whether to apply anyway.

3. Save the job

Get the manual feed (`POST /api/feeds --data '{"kind":"manual"}'`, read `.id` as `FEED_ID`). Write `$JOBPILOT_TEMP/job.json` with `JOB_KEY` = `<unix-seconds>-single`:

{ "key": "<JOB_KEY>", "title": "", "company": "", "location": "", "url": "<url>", "board": "<domain>",
  "matchScore": 0, "matchReason": "<one-line verdict>", "status": "approved",
  "brief": "<brief as a JSON string>", "description": "<posting text>" }
jobpilot-api POST /api/feeds/$FEED_ID/jobs --data @"$JOBPILOT_TEMP/job.json"

A response with `duplicate: true` means the user already has this posting: take `FEED_ID` and `JOB_KEY` from its `feedId` and `key`; if its status is `applied`, say so and stop.

4. Apply

1. `PATCH /api/feeds/$FEED_ID/jobs/$JOB_KEY` `{"status":"applying"}`. 2. Delegate to `job-applier` with the input in `../_shared/feed-flow.md`, `brief` null and `preSubmitReview: true`. 3. It fills the form, leaves it open, and returns `needs_user` `category:"review"`. Show:

   ## Ready to submit: <title> at <company>
   | Name | Email | Phone | Resume | Salary | Start date | Cover letter | Custom questions |
   Submit? (yes / no / edit <field>)
  • yes: delegate again with `preSubmitReview: false`; it submits the filled form.
  • no: result `{outcome:"skipped", skipReason:"User cancelled at pre-submit review"}`.
  • edit: delegate again with the change in `answers`.

4. Record the outcome and route other `needs_user` results per `../_shared/feed-flow.md`.

Report the outcome and `$JOBPILOT_WEB/pipeline?feed=<FEED_ID>`.

Read more
@suxrobgm
Ships withjobpilot

An AI agent that applies to jobs for you, using the Claude or Codex subscription you already have. Open JobPilot → · Docs · How it works · Changelog Watch it full size → Applying for jobs takes hours.

10432 skills4 agents2 MCP
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Star history of suxrobGM/jobpilot on GitHub, a chart by star-history.com

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Questions about apply.

Which coding agents can use apply?
apply installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.