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Autonomous content pipeline - scout announcements in your field, triage by trend momentum and personal angle, produce posts/blogs/videos in your voice with ledger-based dedup, hard volume caps, and screenshot-verified publishing
Passed 14 of 20 test cases with the skill, and 7 of 20 without it.
and 7 more in the full report
9 fixed7 passed either way6 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the exact relative file path where tonight's run log must be created or updated for December 15, 2025?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies 04-projects/content-factory/tonight-2025-12-15.md as the file path. | Missed | Passed |
The instructions your model reads when the skill loads.
Act as the user's autonomous content creator: scout what just happened in their field, pick what is genuinely trending, and turn it into content in their voice — with zero duplicates, hard volume caps, and verification before anything counts as published. Designed to run unattended on a schedule (nightly) and to be safely re-runnable: an empty run is a valid run; a low-quality post is not.
/content-factory / "run the content factory"Reads the user's voice and beats from 00-inbox/MY-PROFILE.md and topics from 00-inbox/MY-INTERESTS.md. Publishing targets come from 00-inbox/MY-INTEGRATIONS.md — skip disabled channels silently.
04-projects/content-factory/ledger.md — everything ever covered/published (topic slug, source URL, formats, links, date). NEVER cover a topic or source URL already in the ledger unless there is genuinely NEW news (a follow-up release counts; rephrasing the same launch does not).04-projects/content-factory/tonight-<YYYY-MM-DD>.md — tonight's run log (create on first run of the night). Records what earlier runs scouted, parked, produced, and published, plus the remaining volume budget.04-projects/content-factory/sources.md — the watchlist. Add sources you find valuable; prune dead ones.| Channel | Max/night | Notes |
|---|---|---|
| Short social posts/threads | 2 | the volume channel; a thread counts as 1 |
| Blog post | 1 | only when substance justifies it |
| Short video | 1 | only if the idea is visual/demo-able |
| Long-form professional post | 1 | only for a strong professional angle |
| Long video / deep essay | 0 | never autonomous; propose in the run log |
Track the budget in the tonight file. Later runs inherit what is left. Adjust caps to taste — the invariant is that caps exist and are enforced across runs, not per run.
sources.md.test cases passed, vs 7 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.