Fetch https://developers.cloudflare.com/agent-setup/prompt.md Session Report — 2026-07-16 (Content + Schedule systems, and how to use them)

Session Report — Content + Schedule systems (and how to use them)

2026-07-16 · repo Code/valter (+ wiki) · branch main · ← CEO dashboard

Summary

The session began as "review my past sessions — clipping went nowhere" and ended with the clipping venture actually shipped: an 8-part "AI Engineering" series posted live & public on TikTok @valter_silva_au (~76 views in the first ~2h). Along the way we built two durable operating systems — a Content OS (database + campaign dashboard + /content skill + runbook) and a forward Schedule planner (/schedule-report) — wired both into the CEO dashboard, added a SessionStart guard that keeps them current every session, and saved the knowledge to the wiki + memory. This report doubles as a tutorial so you can drive these yourself.

You asked to learn & evolve — so the “Learn & evolve” section below is the centrepiece: tutorials + copy-paste prompts + weekly practice nudges.

🎓 Learn & evolve — your new capabilities

Each system is a data file → generator → dashboard, and a skill that makes feeding it conversational. You can always edit the data file directly; the skill just saves you the trouble. Try the prompts verbatim.

📣 /content — your social campaign operator

Runs the make → caption → post → measure loop and keeps the campaign dashboard current. Truth: tools/clip/content.json · View: content.html.

Try now →
how's the campaign? — performance summary + verdict
check the numbers — I read live views into the dashboard (24h/72h)
cross-post parts 1–3 to LinkedIn — same clips, pro caption
make clips from <video url> and post the best 3 — a new series

Why it matters: it turns "posting" from a one-off scramble into a tracked, repeatable pipeline you can measure and scale.

📅 /schedule-report — your forward planner (mirror of /diary)

Shows what's coming up across content · outreach · business · brand · marketing · research · personal · automation. Truth: reports/schedule.json · View: schedule.html.

Try now →
what's on this week?
what's scheduled for outreach?
add: cross-post to LinkedIn on 2026-07-18 — files it in the right domain
schedule report — full rebuild + summary

It pulls live from adb tickets + content.json + Windows Task Scheduler, and merges your curated items. Absolute dates only.

🗂️ The dashboards & the guard

  • CEO front door: reports/index.html — links to 📣 content + 📅 schedule + the brain video.
  • Regenerate manually: python reports/build_dashboard.py (and content.py / schedule.py).
  • The guard (new): a SessionStart hook now regenerates all three + surfaces their state in every session — so they're always fresh and in front of you to feed. You'll see a "📣 Content / 📅 Schedule" block at the top of each new session.

🎬 How posting to TikTok actually works (so you can trust it)

There's no TikTok API, so I drive TikTok Studio in your logged-in browser. The method (in tools/clip/CONTENT-SYSTEM.md): un-hide the file input → upload → wait for the upload to fully finish → type the caption through the editor's real input events → verify the char counter → Post → set visibility to Everyone. Never bulk-blast. You stay in control: I confirm before posting, and I never claim a post went out without seeing it in your post list.

🌱 Learning nudges — practice this week & evolve

1.
Close the first loop: tomorrow say check the numbers (24h), and again Sat (72h). Then make the call: kill / iterate / scale. That's the whole game — view velocity per clip.
2.
Widen distribution: cross-post the top 2 clips to LinkedIn. The campaign dashboard shows TikTok 8/8 but YouTube/IG/LinkedIn 0/8 — that gap is free reach.
3.
Build the schedule habit: whenever you commit to anything, say add: <thing> on <date>. In a week the planner becomes your single source of "what's next".
4.
Make it a rhythm: pair the forward /schedule-report (mornings) with the backward /diary (evenings). Plan → act → reflect.
5.
Own the data: open content.json / schedule.json once and read them — they're plain, human-editable. The skills are convenience, not a black box. Editing directly + python reports/<x>.py works too.

⌨️ Quick reference

Say thisWhat happensData lives in
how's the campaign?Content performance + verdicttools/clip/content.json
check the numbersPull live views → dashboardtools/clip/content.json
post the next batchUpload + caption + post + Everyonetools/clip/content.json
what's on this week?Forward planner, by domainreports/schedule.json
add: X on YYYY-MM-DDFile a scheduled itemreports/schedule.json
/diaryInterview + capture the daywiki/_global/diary/
reconcile and push the wikiCareful merge + push (was deferred)wiki repo

Timeline

  1. Reviewed ~104 past sessions; found the clipping machine was built but 0 clips ever posted.
  2. Assessed the 8 nina-hero hero clips; rendered/repaired them (captions + branded outro verified).
  3. Built the multi-platform Content OS (content.json + content.py → content.html).
  4. Embedded the gource brain.mp4 + a ventures board into the CEO dashboard.
  5. Posted Part 1 to TikTok; caught a caption-sync bug; worked out the reliable execCommand method.
  6. Posted Parts 2–8 (careful method), set each to Everyone; kept Parts 1 & 3 despite cosmetic flaws (gaining views).
  7. Built the Schedule planner (schedule.json + schedule.py → schedule.html) + /schedule-report skill.
  8. Added the SessionStart guard hook; saved to wiki + memory; committed the wiki save locally.

Order reconstructed from session context; file changes below come from disk, not memory.

Artifacts produced

FileWhat it is
reports/content.htmlMulti-platform campaign dashboard (generated)
reports/content.pyContent-OS dashboard generator (stdlib)
tools/clip/content.jsonContent database — 8 posts, per-platform status, metric history
reports/schedule.htmlForward planner dashboard (generated)
reports/schedule.pyPlanner generator (this-week + by-domain)
reports/schedule.jsonPlanner database — 19 items across 8 domains
tools/clip/CONTENT-SYSTEM.mdThe content loop runbook + reliable TikTok method
~/.claude/skills/content/SKILL.mdThe /content skill
~/.claude/skills/schedule-report/SKILL.mdThe /schedule-report skill
~/.claude/hooks/session-start-ops-surfaces.sh + ops_surfaces.pyThe SessionStart guard (regenerate + surface)
wiki/…/systems/operating-dashboards.mdDurable wiki systems page (committed locally)
memory/content-campaign-system.md, schedule-report-system.mdCross-session memory of both systems
downloads/clips/nina-hero/nina-hero-01..08.mp4The 8 rendered hero clips (now live on TikTok)

Most live in reports/ + tools/ (gitignored) + ~/.claude/, so they were caught by an mtime scan, not git status.

Files edited

FileChange
reports/build_dashboard.pyLinked 📣 content + 📅 schedule in header; classified them in the report index
reports/ventures.jsonClipping venture: stalled → live, campaign shipped
reports/index.htmlRegenerated CEO dashboard
tools/clip/tracking.csvAll 8 posts logged with URLs + status
~/.claude/settings.jsonRegistered the SessionStart guard hook
wiki/log.md, memory/MEMORY.mdLog + memory index entries

Key decisions

Tasks

adb was available, but this session created no adb tickets — the content campaign is tracked in content.json (not adb) by design, and the schedule planner references existing tickets read-only. The in-progress/review adb tickets shown by the tracker (TASK-00060–00064, brand architecture) belong to other sessions and are intentionally not claimed here.

Sources & caveats

Fact sources used this run: git (wiki repo) mtime scan (main workspace, manual) adb task status this session's context.

Recap reflects available context + on-disk facts; this was a long session and may omit earlier steps. The fact gatherer rooted at the wiki repo (our cwd), so the main-workspace artifacts in reports/, tools/, and ~/.claude/ were listed from a direct mtime scan rather than git. File lists are derived from disk, not memory.