| name | pipeline |
| description | Process pending job URLs from the pipeline inbox. Evaluates each URL and produces reports, PDFs, and tracker entries. Triggers on pipeline, process urls, process inbox, process pending. |
Pipeline — URL Inbox Processor
Read ~/.openclaw/workspace/skills/career-ops/references/scoring-system.md first.
Data Paths
- Pipeline inbox:
~/.openclaw/workspace/career-ops-data/data/pipeline.md
- Reports:
~/.openclaw/workspace/career-ops-data/reports/
- Tracker:
~/.openclaw/workspace/career-ops-data/data/applications.md
Workflow
- Read
data/pipeline.md → find all - [ ] items in the "Pending" section
- For each pending URL:
a. Calculate next sequential
REPORT_NUM (read reports/, take max + 1)
b. Extract JD using Playwright → WebFetch → WebSearch
c. If URL not accessible → mark as - [!] with note and continue
d. Execute full auto-pipeline: Evaluation A-G → Report → PDF (if score >= 3.0) → Tracker
e. Move from "Pending" to "Processed": - [x] #NNN | URL | Company | Role | Score/5 | PDF ✅/❌
- If 3+ pending URLs, spawn subagents in parallel for speed
- Show summary table:
| # | Company | Role | Score | PDF | Recommended action |
Pipeline.md Format
## Pending
- [ ] https://jobs.example.com/posting/123
- [ ] https://boards.greenhouse.io/company/jobs/456 | Company Inc | Senior PM
- [!] https://private.url/job — Error: login required
## Processed
- [x] #143 | https://jobs.example.com/posting/789 | Acme Corp | AI PM | 4.2/5 | PDF ✅
JD Extraction Priority
- Playwright (preferred for SPAs)
- WebFetch (for static pages)
- WebSearch (last resort, search secondary portals)
Special Cases
- LinkedIn: May require login → mark
[!] and ask user to paste text
- PDF URLs: Read directly
local: prefix: Read local file, e.g., local:jds/linkedin-pm-ai.md
Pre-flight
Before processing any URL, verify sync: node ~/.openclaw/workspace/skills/career-ops/scripts/cv-sync-check.mjs
