trainingsites/campus-ai-os/one-recording-to-a-week-of-content

playbook:
  name: "One Recording → A Week of Content"
  slug: one-recording-to-a-week-of-content
  version: "1.0.0"
  trigger:
    type: event            # event | cadence | manual
    on: "owner drops a recording/transcript/notes in inputs/ and asks to turn it into a week of content"
  goal: >                  # objective + checkable, not "make it good"
    From ONE source, five review-ready drafts in the owner's voice: a content brief
    (>=3 usable angles), one core piece (>=600 words, on-brand), one announcement email
    (single CTA), three platform-native social posts, and one community discussion post
    (ends in an open question). All saved to the run dir, run_id stamped, nothing published.
  topology: manager-helpers   # Dean is the manager; each stage is a starter employee
  model_tier_default: full    # explicit; individual stages opt down to light below
  # Concepts, not filenames. Resolve each through CONTEXT_CANON
  # (.campus-os/context-files.md, else templates/context-files.md):
  # canon -> alias -> case-insensitive. Naming files here is how connections.md
  # came to be listed on a campus where founding writes tools.md and nothing else.
  reads_context:              # every stage stays on-voice / on-ICP without re-briefing
    - brand
    - voice
    - icp
    - offers
    - connections
  stages:
    - n: 1
      stage: extract-brief
      skill: content-repurposer      # intake/analysis pass
      produces: "content brief — core message, >=3 angles, key quotes, audience takeaways"
      model_tier: light              # analysis/extraction — safe to run lighter
      done_check: "brief names >=3 usable angles AND >=2 verbatim quotes from the source"
      fail_action: escalate-to-james
    - n: 2
      stage: core-piece
      skill: content-repurposer      # generation pass
      produces: "one core piece (blog draft or long-form post), >=600 words, owner voice"
      model_tier: full               # voice-carrying long-form — pinned full
      done_check: "on-brand voice + >=600 words + one clear reader takeaway (no invented facts)"
      fail_action: escalate-to-james
    - n: 3
      stage: announcement-email
      skill: email-sequence          # single announcement email
      produces: "one announcement email — subject options + body, single CTA"
      model_tier: full               # voice-carrying + owner-facing send copy — pinned full
      done_check: "exactly one CTA + subject line present + links to the core piece; draft-only"
      fail_action: escalate-to-james
    - n: 4
      stage: social-posts
      skill: social-planner          # three platform-native posts
      produces: "3 social posts (platform-native), each with a hook + the week's theme"
      model_tier: light              # short-form drafts run light; owner reviews before any post
      done_check: "3 distinct posts, each <=1 idea, each carries a hook; no duplicate angles"
      fail_action: ship-with-flag    # low-stakes generative — flag for owner review, don't block
    - n: 5
      stage: community-post
      skill: community-pulse         # one discussion starter
      produces: "1 community discussion post that invites replies"
      model_tier: light
      done_check: "post ends in an open question AND ties to the source's core message"
      fail_action: ship-with-flag
    - n: 6
      stage: package-and-ledger
      skill: kernel                  # Dean packages the run
      produces: "results.json + per-stage ledger lines (run_id + tier fields)"
      model_tier: light
      done_check: "results.json is schema-valid AND one ledger line exists per generative stage"
      fail_action: escalate-to-james
  verification: "each stage's done_check must pass before the next stage starts (stages 4/5 may ship-with-flag)"
  stop_condition:
    done_when: "5 drafts in the run dir + results.json written + ledger lines appended"
    cost_cap: { max_passes: 3, max_minutes: 20 }   # REQUIRED runaway guard
  run_id: required
  permission: draft-only          # FLOOR. No stage in this playbook is granted publish.
  human_gates:
    - "The owner approves the playbook design before first run"
    - "The owner reviews the week of drafts before anything is scheduled or sent"