notion-linkedin-resume-pipeline

A reusable OpenClaw skill for automating the full job-search → Notion tracking → resume generation workflow.

What this skill does

• Searches recent LinkedIn jobs (time-window based, e.g. last 24h)
• Applies configurable hard filters (location, role family, seniority, exclusions)
• Inserts accepted jobs into a Notion database in a structured format
• Generates tailored ATS-friendly resumes for Not started rows
• Updates row status and writes operational notes (note column)
• Produces a daily summary report for chat delivery

Designed for

• Users who track applications in Notion
• Users who want repeatable, policy-based filtering (instead of manual scrolling)
• Users who want auto-generated, JD-aligned resume drafts

Included components

• SKILL.md: Skill instructions and operating contract
• scripts/run_pipeline.py: Fixed deterministic pipeline script
• references/onboarding-template.md: Guided setup questions
• references/config-schema.json: Reusable config structure
• references/report-template.md: Daily report template

Key safety controls

• Strict reject-before-insert gates (e.g., citizenship/PR-only, 3+ years, etc. when configured)
• Placeholder filename protection (Company / Position tokens are blocked)
• Retry policy (up to 5 attempts for metadata extraction issues)
• Failure traceability (writes cause to Notion note and report)
• No routine file deletions; explicit approval required for cleanup flows

Setup overview

1. Prepare Notion integration token and database access.
2. Confirm required columns (Name, Status, URL, position, note).
3. Adjust filter rules in your runtime profile.
4. Run fixed script once manually.
5. Schedule with openclaw cron for daily automation.

Example run

python3 skills/notion-linkedin-resume-pipeline/scripts/run_pipeline.py \
  --env /path/to/notion.env \
  --output-dir /path/to/generated_resumes \
  --max-accept 12

Notes

• This repository intentionally excludes personal credentials, private resume content, and user-specific workspace memory files.
• Customize filters/formatting through your own config and secret files outside this repo.