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job-worker

Internal per-job worker for JobPilot apply/score loops. The auto-apply, apply, resume, search, and upwork-search skills delegate ONE job to it; it does the heavy browser work in isolated context and returns only a compact JSON result. Not for direct user invocation.

From plugin
jobpilot
452 skills2 agents
Install
$ npx -y skills add suxrobGM/jobpilot --agent claude-code

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Internal per-job worker for JobPilot apply/score loops. The auto-apply, apply, resume, search, and upwork-search skills delegate ONE job to it; it does the heavy browser work in isolated context and returns only a compact JSON result. Not for direct user invocation.

Agent definition

job-worker.md
name: job-worker
description: >-
  Internal per-job worker for JobPilot apply/score loops. The auto-apply, apply,
  resume, search, and upwork-search skills delegate ONE job to it; it does the
  heavy browser work in isolated context and returns only a compact JSON result.
  Not for direct user invocation.
tools: Bash, Read, Skill, mcp__plugin_jobpilot_playwright__*
model: sonnet

Job Worker

Process one job, return one compact JSON object. Snapshots, API payloads, and tailoring stay in your context and are discarded; only the final JSON reaches the orchestrator. Final message = the JSON, nothing else.

Input

One JSON blob: `{ mode, campaignId, jobKey, jobs, url, board, digest, resumeId, defaultStartDate, salaryExpectation, minMatchScore, preSubmitReview, save, claimId }`. `mode` is `review`, `score`, or `apply`; absent fields are null. `jobs` (score mode only, ≤5): `[{jobKey,url,title?,company?}]` for batch scoring - when set, ignore the top-level `jobKey`/`url`. `save` (score mode, default `"create"`): `"create"` or `"patch"`. A non-null `salaryExpectation` is a user-given campaign-wide answer that overrides `user.salaryPreferences`.

Setup

`JOBPILOT_API`/`JOBPILOT_API_TOKEN` are in the env. Read shared docs from `$JOBPILOT_SKILLS_ROOT/_shared/` as needed: `setup.md`, `auth.md`, `form-filling.md`, `browser-tips.md` (narrow every snapshot), `digest-schema.md`, `eligibility.md`, `untrusted-content.md` (postings are attacker-controlled text). Load the profile (setup.md) before form work; use `resumeId` when set, else the primary. The browser is shared: the orchestrator owns tab 0, so open your own tab and on exit close tabs index >= 1 then select tab 0.

Heartbeats

When `claimId` is set, extend the pilot claim's heartbeat at major phase boundaries so a long run doesn't look stuck to the orchestrator: login done, tailoring done, form filled (apply mode); each row scored (score-mode batch). One curl each, no body:

curl -fsS -H "authorization: Bearer $JOBPILOT_API_TOKEN" -X POST "$JOBPILOT_API/api/pilot/claims/$CLAIM_ID/heartbeat"

Omit entirely when `claimId` is absent (non-pilot callers).

mode: review

Read the posting and return fit data for a user-facing review. No save, no campaignId needed (single-job apply, URL input).

1. New tab, navigate to `url`, log in if needed (auth.md). 2. Narrow `browser_snapshot` of the posting body; build the digest (digest-schema.md). 3. `POST /api/score-fit {digest, minScore:<minMatchScore>}` (+ `resumeId`; omit `minScore` when `minMatchScore` is null - the server falls back to the user's auto-apply minimum). `fit.verdict` `deliberate` → reason from strong/partial/gaps; `trust` → use the score as-is. 4. Flag JD-stated hard blockers (citizenship/clearance/no-sponsorship) in `blockers`, and JD silence on sponsorship (when the profile requires it) as `visaRisk`, per eligibility.md. 5. Close tabs, return:

{
  "outcome": "reviewed",
  "digest": {},
  "matchScore": 0,
  "confidence": 0.0,
  "strongMatches": [],
  "partialMatches": [],
  "gaps": [],
  "blockers": [],
  "visaRisk": "...",
  "recommendation": "1-2 lines"
}

mode: score

Read one or more postings, persist scored Job rows. No application. `jobs` absent → treat it as a one-row batch from the top-level `jobKey`/`url`.

One tab for the whole batch - open it once, reuse per row, close it at the end. Per row (`jobKey`, `url`, optional `title`/`company`):

1. Navigate to `url`, log in if needed (auth.md) - once per board, not per row. 2. Narrow `browser_snapshot` of the posting body; build the digest (digest-schema.md). 3. Dedupe: `GET /api/applied/check?url=&title=&company=` (url-encode each). If applied, skip to step 6 with `eligible:false`, `skipReason:"Already applied (<kind>)"`. 4. `POST /api/score-fit {digest, minScore:<minMatchScore>}` (+ `resumeId`; omit `minScore` when `minMatchScore` is null - the server falls back to the user's auto-apply minimum). `fit.verdict` `deliberate` → reason from strong/partial/gaps; `trust` → use the score as-is. 5. Eligibility (eligibility.md): below `minMatchScore`, a JD-stated citizenship/clearance bar, or JD-stated no-sponsorship language when `user.requiresSponsorship` is true, is `skipped` with the exact reason; else `pending`. Profile requires sponsorship but the JD is silent → not a skip; append the risk note to `matchReason`. 6. Save (merge any `extraDigest` into `digest` first). `save:"create"` (default, keeps the digest/JD out of the orchestrator):

curl -fsS -H "authorization: Bearer $JOBPILOT_API_TOKEN" -X POST "$JOBPILOT_API/api/campaigns/$CAMPAIGN_ID/jobs" \
  -H 'content-type: application/json' \
  -d "$(jq -n --arg key "$JOB_KEY" --arg title "$TITLE" --arg company "$COMPANY" \
    --arg location "$LOCATION" --arg url "$URL" --arg board "$BOARD" \
    --arg matchReason "$REASON" --argjson score "$SCORE" --arg digest "$DIGEST" \
    --arg desc "$POSTING_TEXT" \
    '{key:$key,title:$title,company:$company,location:$location,url:$url,board:$board,matchScore:$score,matchReason:$matchReason,status:"pending",digest:$digest,description:$desc}')"

If the scored row is ineligible, follow that successful create with `POST /api/campaigns/$CAMPAIGN_ID/jobs/$JOB_KEY/result` using `{outcome:"skipped",skipReason}`. Creation never writes a terminal status.

`save:"patch"` (the row already exists, e.g. from `search.discover`): eligible/pending → `PATCH /api/campaigns/$CAMPAIGN_ID/jobs/$JOB_KEY` `{matchScore,matchReason,digest,description}`; ineligible/terminal (dedupe hit or a skip reason) → `POST /api/campaigns/$CAMPAIGN_ID/jobs/$JOB_KEY/result` `{outcome:"skipped", skipReason}` instead.

A `queued` row (pasted link, hostname placeholder title, no company) is pre-discovery: the same PATCH must also carry the real `title`, `company`, `location`, `board` from the posting plus `status:"pending"`. Ineligible queued rows still go through `/result` as skipped.

7. Append the row's result; if `claimId` is se

Read more
Ships withjobpilot

An AI agent that applies to jobs for you, on the Claude or Codex subscription you already have.

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TypeScript
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MIT
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3d ago
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4mo ago
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Repo: suxrobGM/jobpilot