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_SHARED_CONTEXT - the cross-chat shared brain (read me)

Updated Jul 13, 2026 · _SHARED_CONTEXT.md

Summary. A living, shared record for EVERY chat working on Affirmology: the DATA/engine chat, the code/apps chats, and Cowork. It is the "things worth knowing" layer, decisions, standing principles, current phase, and owner split, so we all stay aligned and Jeff does n

_SHARED_CONTEXT - the cross-chat shared brain (read me)

A living, shared record for EVERY chat working on Affirmology: the DATA/engine chat, the code/apps chats, and Cowork. It is the "things worth knowing" layer, decisions, standing principles, current phase, and owner split, so we all stay aligned and Jeff does not have to re-explain across windows. Append to it as decisions are made. For minute-to-minute deploy coordination use _CHAT_SYNC.md; for the authoritative deep state use Affirmology_PROJECT_STATE.md. This file is the fast shared map.

Started 2026-07-04 at Jeff's request.

Current phase (as of 2026-07-04)

Standing principles (do not violate)

Cost discipline (learned the hard way 2026-07-03: credits hit zero mid-batch)

Owner split

Decisions appended 2026-07-04 (Cowork session, reading-craft reset)

Decisions/state appended 2026-07-04 (render + cost-safety thread)

Open threads to know

Pointers

Decisions/state appended 2026-07-04 (DATA chat: verbatim + recovery + graceful failure)

Decisions/state appended 2026-07-04 (DATA chat: nurture ladder + cheap Mirror validated)

Decisions/state appended 2026-07-05 (DATA chat: Understanding cost VERIFIED, built for 4)

Decisions/state appended 2026-07-05 (DATA chat: audios + Understanding storage wired)

Decisions/state appended 2026-07-11 (Cowork briefing chat: beta action map + corpus rule)

Decisions/state appended 2026-07-11 (DATA chat: SELF-HEAL layer built)

Decisions/state appended 2026-07-11 (DATA chat: audio-suite NAMING + first-constellation shape)

STANDING RULE (Jeff, 2026-07-06): ALL UNDERSTANDING GENERATION RUNS IN THE CLOUD

Jeff called it a FAIL that Understanding generation ran on his laptop (tied to him keeping the Mac awake while leaving). NEW HARD RULE: every future Understanding build (standard AND deep six-lens) must be generated CLOUD-SIDE, fire-and-forget, never dependent on a local machine. BUILD NEEDED: a cloud endpoint on the Studio (Render) e.g. POST /api/build-understanding {person, depth} that runs the Sonnet synthesis server-side and stores to profile.understanding (standard) or KB (deep, separate), plus a batch/cron to run it across the list. Until that endpoint exists, do NOT start laptop-bound Understanding batches. This is the priority infra fix.

Decisions/state appended 2026-07-11 (Cowork app-experience chat: App Experience Master Plan v1)

STANDING RULE - cross-chat handoffs (Jeff, 2026-07-12). Applies to EVERY chat.

Jeff is the human router between several chats (Cowork/DATA, the app/code chats, script chats). When work moves between chats, the deliverable is a SELF-CONTAINED FENCED CODE BLOCK printed in the response, ready to copy and paste. Never hand Jeff only a file card or a viewer link and expect him to relay it. He cannot copy-paste from those, and it burns a full round trip every single time.

Every handoff block must carry: 1. a one-paragraph CONTEXT blurb, so the receiving chat needs zero prior history 2. explicit REFERENCES: the relevant .md filenames + the dated _CHAT_SYNC.md block 3. the actual request / decisions / spec 4. the SPLIT OF WORK: what is already built, and what the receiving chat must build

Write the file AND print the paste block. Both. Every time. The job is faster human/AI co-creation. Making Jeff re-type or re-summarize is the single biggest avoidable inefficiency in this project.

BACKLOG / PARKED - Sphere V3 audio visualizer (logged 2026-07-12, Jeff)

Rapid Flow Sphere V3 ($39 one-time, 14-day free trial): https://www.rapidflow.shop/products/sphere-v3 An audio-reactive visualizer that runs as a DAW plugin (VST3 / AU / AAX) on the master bus, with built-in video capture up to 4K, vertical + landscape exports, custom presets, and logo embedding.

Decisions appended 2026-07-12 (DATA chat, Jeff testing build 32 live)

Decisions appended 2026-07-13 (Corpus briefing chat, mining request from app-experience chat)