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
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.
When to Invoke
/content-factory / "run the content factory"
Scheduled runs (e.g. 2-4 times a night via cron/launchd)
"Turn today's news into content"
Prerequisites
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.
State Files (read FIRST, update LAST — this is the dedup backbone)
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.
Volume Budget (across ALL runs of one night, hard caps)
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.
Phase 1 — SCOUT (every run)
Web-search for last-24h announcements across the user's watchlist topics, plus anything already trending.
Fetch the watchlist blogs/changelogs in sources.md.
If a browser integration is available, skim the user's social feeds for engagement signals — raw engagement numbers are the best trend signal.
Timebox scouting to ~20 minutes of work.
Phase 2 — TRIAGE (score, don't vibe)
Score each candidate 1-5 on:
(a) trend momentum — are major accounts and aggregators talking about it NOW?
(b) beat fit — does it fit one of the user's beats (from MY-PROFILE.md)?
(c) unique angle — can we add something ONLY this user can add (an experiment, a practitioner take, a contrarian read) — not a summary anyone could write?
Sum ≥11 → produce. 8-10 → park in the tonight file for a later run to re-score. <8 → ignore.
Dedup check before producing: topic slug + source URL against the ledger AND against the user's recent published posts (last ~20) if reachable.
Phase 3 — PRODUCE (format ladder — decide by substance, not ambition)
Default: one short post or thread — hook line, media attached, link last, minimal hashtags.
Blog post only when there are ≥3 original things to say or a real proof-of-concept with artifacts. If the user has a PoC beat: actually build the tiny PoC (timebox ~45 min) and publish the REAL result, including failures. Never fabricate PoC outcomes; "it broke here" is good content.
Short video when the idea is visual or demo-able in ≤60s.
Cross-link everything (video ↔ blog ↔ thread reference each other).
Phase 4 — PUBLISH (safety gates)
Environment gate: if the publishing surface is unavailable, or the user appears to be actively using the browser/machine — DO NOT publish. Write finished bundles to 04-projects/content-factory/out/<date>/ and let a later run (or the user) publish.
Post-condition check (mandatory): after every publish, observe the artifact — screenshot the live post, curl the live URL — before recording it as published. Never report success from the publish call alone.
Never engage in arguments, never quote-dunk, never reply to strangers. The factory only creates original posts on the user's own surfaces.
Any screenshot must pass a credentials check (no account emails, tokens, or internal URLs visible).
Never delete an already-engaged post; edit in place if a fix is needed.
Phase 5 — LEDGER + LOG (always, even for empty runs)
Append published items to ledger.md: | date | slug | beat | formats | source URL | published links |.
Update tonight-<date>.md: scouted list, scores, parked items, budget left, what the next run should look at first.
If a big announcement deserves long-form treatment the user should shape, write it as a proposal in the tonight file with a suggested outline — do not attempt it autonomously.
Voice Checklist (delete the draft if any fail)
Sounds like a builder sharing, not a news bot ("I tried", "I broke", "here's what surprised me")
Contains at least one thing only this user could say (their setup, their numbers, their PoC, their lens)
No AI-slop vocabulary ("game-changer", "revolutionary", "unleash"), no emoji walls, hashtags within caps
Media attached; link present; nothing confidential
Not a duplicate (ledger + recent posts checked)
The Loop (see /loop-engineering)
Each night is a scan-until-budget-dry loop across runs: the tonight file is the shared loop state, the ledger is the dedup verifier, the volume budget is the hard cap, and the voice checklist is the quality gate. Termination: budget exhausted, nothing scores ≥11, or the environment gate blocks publishing.
1---2name: content-factory3description: 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 publishing4---56# COG Content Factory Skill78## Purpose910Act 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.**1112## When to Invoke1314- `/content-factory` / "run the content factory"15- Scheduled runs (e.g. 2-4 times a night via cron/launchd)16- "Turn today's news into content"1718## Prerequisites1920Reads 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.2122## State Files (read FIRST, update LAST — this is the dedup backbone)2324- `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).25- `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.26- `04-projects/content-factory/sources.md` — the watchlist. Add sources you find valuable; prune dead ones.2728## Volume Budget (across ALL runs of one night, hard caps)2930| Channel | Max/night | Notes |31|---------|-----------|-------|32| Short social posts/threads | 2 | the volume channel; a thread counts as 1 |33| Blog post | 1 | only when substance justifies it |34| Short video | 1 | only if the idea is visual/demo-able |35| Long-form professional post | 1 | only for a strong professional angle |36| Long video / deep essay | 0 | never autonomous; propose in the run log |3738Track 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.3940## Phase 1 — SCOUT (every run)41421. Web-search for last-24h announcements across the user's watchlist topics, plus anything already trending.432. Fetch the watchlist blogs/changelogs in `sources.md`.443. If a browser integration is available, skim the user's social feeds for engagement signals — raw engagement numbers are the best trend signal.454. Timebox scouting to ~20 minutes of work.4647## Phase 2 — TRIAGE (score, don't vibe)4849Score each candidate 1-5 on:50- **(a) trend momentum** — are major accounts and aggregators talking about it NOW?51- **(b) beat fit** — does it fit one of the user's beats (from MY-PROFILE.md)?52- **(c) unique angle** — can we add something ONLY this user can add (an experiment, a practitioner take, a contrarian read) — not a summary anyone could write?5354Sum ≥11 → produce. 8-10 → park in the tonight file for a later run to re-score. <8 → ignore.5556Dedup check before producing: topic slug + source URL against the ledger AND against the user's recent published posts (last ~20) if reachable.5758## Phase 3 — PRODUCE (format ladder — decide by substance, not ambition)5960- **Default: one short post or thread** — hook line, media attached, link last, minimal hashtags.61- **Blog post** only when there are ≥3 original things to say or a real proof-of-concept with artifacts. If the user has a PoC beat: actually build the tiny PoC (timebox ~45 min) and publish the REAL result, including failures. Never fabricate PoC outcomes; "it broke here" is good content.62- **Short video** when the idea is visual or demo-able in ≤60s.63- Cross-link everything (video ↔ blog ↔ thread reference each other).6465## Phase 4 — PUBLISH (safety gates)66671. **Environment gate**: if the publishing surface is unavailable, or the user appears to be actively using the browser/machine — DO NOT publish. Write finished bundles to `04-projects/content-factory/out/<date>/` and let a later run (or the user) publish.682. **Post-condition check (mandatory)**: after every publish, observe the artifact — screenshot the live post, curl the live URL — before recording it as published. Never report success from the publish call alone.693. Never engage in arguments, never quote-dunk, never reply to strangers. The factory only creates original posts on the user's own surfaces.704. Any screenshot must pass a credentials check (no account emails, tokens, or internal URLs visible).715. Never delete an already-engaged post; edit in place if a fix is needed.7273## Phase 5 — LEDGER + LOG (always, even for empty runs)7475- Append published items to `ledger.md`: `| date | slug | beat | formats | source URL | published links |`.76- Update `tonight-<date>.md`: scouted list, scores, parked items, budget left, what the next run should look at first.77- If a big announcement deserves long-form treatment the user should shape, write it as a proposal in the tonight file with a suggested outline — do not attempt it autonomously.7879## Voice Checklist (delete the draft if any fail)8081- [ ] Sounds like a builder sharing, not a news bot ("I tried", "I broke", "here's what surprised me")82- [ ] Contains at least one thing only this user could say (their setup, their numbers, their PoC, their lens)83- [ ] No AI-slop vocabulary ("game-changer", "revolutionary", "unleash"), no emoji walls, hashtags within caps84- [ ] Media attached; link present; nothing confidential85- [ ] Not a duplicate (ledger + recent posts checked)8687## The Loop (see /loop-engineering)8889Each night is a scan-until-budget-dry loop across runs: the tonight file is the shared loop state, the ledger is the dedup verifier, the volume budget is the hard cap, and the voice checklist is the quality gate. Termination: budget exhausted, nothing scores ≥11, or the environment gate blocks publishing.
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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 It is listed under DevOps & Infra on SkillMD.
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