Adaptive Experiences
The Adaptive Experiences Publishing Loop
System design
Submission → council → synthesis → publication
One canonical record. Multiple public outputs.
The publishing loop is designed so an approved reader request does not have to be rewritten separately for the website, search index, social copy, and Pinterest. The structured experience record is the source of truth.
Why this is part of the project
Adaptive Experiences is not only a set of articles. It is a repeatable collaboration and publishing system. The strongest proof comes from multiple real examples, because readers can compare how stable perspectives behave across different people, constraints, and desired outcomes.
The loop
Capture the desired experience, participants, constraints, priorities, and whether the requester permits public anonymized publication.
Create the shared packet without adding unstated facts. This becomes the immutable input for every council perspective.
Store each independent response as its own attributed content object rather than collapsing the voices into one answer.
Compare the trade-offs, resolve conflicts against reality, and create the final adaptive experience.
Generate the experience landing page, individual perspective pages, final synthesis, related links, search records, and Pinterest-ready metadata.
Publication states
- Private intake: received but not approved for publication.
- In council: normalized packet complete; perspectives underway.
- Human review: synthesis and factual validation in progress.
- Published: site pages generated from the approved record.
- Distributed: Pinterest assets created from the same publication metadata.
What the current builder now does
The build exports adaptive-experiences/publishing-manifest.json. Each publishable experience can provide a title, summary, canonical URL, perspective label, Pinterest board, pin description, image path, and alt text. This creates a clean handoff point for an external Pinterest automation.
Publication permission, anonymization, factual review, and the final synthesis remain human-controlled gates. Automation begins only after the record is approved.
Next implementation layer
The remaining external layer will watch for approved records, run the static build, deploy the generated pages, read the publishing manifest, and create or schedule Pinterest pins through an authorized integration. The static site remains the canonical public archive; Pinterest is distribution, not the source of truth.