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Forcing Functions Calendar · 8 active

The deadlines the system
optimizes against.

Workshops, launches, weekly releases. Each biases producer dispatch decisions during the classifier cross-reference phase. When a drop arrives within the window of an active function, the matching platform's persona gets prioritized.

Source: data/forcing-functions.json

  1. 2026-05-16

    In 3 days

    Active window
    Releasecreator · soulweekly-friday

    Spotify weekly album drop

    Every Friday: new cover (NB2) + Instagram carousel + optional cinematic visualizer (Higgsfield). Music-producer leads.

    Spotify / Apple MusicInstagramYouTube ShortsTikTok

  2. 2026-05-17

    In 4 days

    Active window
    Cadenceinfluencer · techweekly-sunday

    AI Architect Newsletter weekly send

    Sunday morning send. Sections: one big idea + 3 short notes + tool of the week. Pull from week's prose-producer outputs.

    Newsletter (Beehiiv)

  3. 2026-05-19

    In 6 days

    Active window
    Workshopinfluencer · tech

    NLDigital workshop

    Lift LinkedIn AI Architect content frequency in the 5 days before. Newsletter feature this week. Generate post-workshop debrief content same-day.

    LinkedInNewsletter (Beehiiv)Blog (frankx.ai)YouTube (long-form)

  4. 2026-05-25

    In 12 days

    Batchinfluencer · tech

    Library OS depth wave 3

    5-book deep-dive batch on frankx.ai/library. Each book ships with paired LinkedIn carousel + IG quote-card.

    Blog (frankx.ai)LinkedInInstagram

  5. 2026-05-27

    In 14 days

    Workshopinfluencer · tech

    Madrid workshop

    Spanish-market LinkedIn variant if the audience warrants. Podcast episode candidate post-event.

    LinkedInNewsletter (Beehiiv)Blog (frankx.ai)Podcast (RSS → Spotify/Apple)

  6. 2026-06-01

    In 19 days

    Launchsolution-engineer · tech

    Build First AI Agent funnel public

    5-tier premium funnel launch. Screen-producer content tied to Toolkit + Mastery + Architect tiers. SE archetype heavy.

    Blog (frankx.ai)LinkedInXGitHubNewsletter (Beehiiv)

  7. 2026-06-15

    In 33 days

    Launchsolution-engineer · tech

    Investment Intelligence System OSS publish

    GitHub repo publication. Tutorial + README via screen-producer. Long-form blog from voice memos via audio-producer.

    GitHubBlog (frankx.ai)LinkedInNewsletter (Beehiiv)Podcast (RSS → Spotify/Apple)

How the calendar feeds production

Calendar is not a to-do list. It's a bias function.

When `content-intake-classifier` reads a new capture, it walks 5 cross-reference signals in order. The forcing-functions calendar is the first signal — the highest-leverage context for "what should this content prioritize."

A voice memo dropped 3 days before NLDigital biases toward LinkedIn + newsletter variants. A travel photo dropped on a Friday biases toward Instagram + Spotify-companion cross-promo if a music release is also scheduled. The classifier readsforcingFunctionsInWindow(7)and weights accordingly.

When a forcing function passes, it auto-marks `state: completed` (or moves to next occurrence for recurring). The bias falls off. The system stays current without constant manual upkeep.

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