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Perpetual project driver — automatically advances the Open-FARS pipeline until completion or human decision needed. Use /drive to start, /drive off to stop, /drive status to check.

Generate a research onboarding document for the current Open-FARS project. Explains the field, survey findings, our innovation, hypotheses, experiment design, and current results in accessible language. Persisted to project catchup/ directory.

Use when a task reaches a milestone, completes, fails after retries, or needs human decision - sends structured notification email to the user

Run a quality review (Judge agent) on the current Open-FARS project. Auto-detects what to review based on pipeline state — no arguments needed.

Generate a comprehensive project status report for the Open-FARS research pipeline. Shows pipeline progress, experiment status, paper progress, degradations, and next actions. Suitable for reporting to supervisors.

Use when a user gives one or many WeChat or Xiaohongshu links and wants the parsed notes saved to a specific local path without relying on the Obsidian plugin UI. This skill wraps the repository's import capability as a direct agent tool through the bundled script, including batch import, frontmatter generation, media download, and JSON result reporting.