PostFn specialist -- designs/reviews the response-formatting function in an Endpoint_Set. One of 5 inference Fn-types. Called by /haipipe-end when intent references PostFn, response formatting, post-processing, or `post`.
Run any Stage 6 endpoint work: routes intent to the right specialist across Fn-type, artifact-verb, develop-target, and deploy-target axes. Use for designing inference Fns, packaging Endpoint_Sets, training a build, local inference tests, or deploying…
Src2InputFn specialist -- designs/reviews the record->wire-payload function in an Endpoint_Set (serializes a ProcessedDF record into JSON the model can ingest). Platform-specific: one impl per deploy platform (SageMaker flat JSON vs Databricks…
Internal-execution EXECUTOR: runs the 4-phase lifecycle (Plan → Build → Execute → Report) on a task-folder, iterates it over a task-group, or dispatches to a type specialist to scaffold; the `qa` verb is its one question door (fn/qa.md). Trigger: task, task…
Open and run a BOARD: one topic, one source folder tree, and one markdown page per decision (Q) or lifecycle stage (S), generated into a browsable board/ site with an Index, one page per group, one page per Q/S file, and shared assets. Use when a topic has…
The VARIANT contract for a DESIGN brief Page: one page per design BRIEF, such as one message drafted for one group of people, with the audience, the goal, and the constraints stated in its Opening and one Content division per CANDIDATE artifact, side by side.…
The VARIANT contract for a DISPLAY unit Page: one page per display unit a paper or application ships, such as a figure, table, or diagram, mirroring the unit's folder (float, assets, caption, provenance) and carrying the human acceptance that no file in that…
The VARIANT contract for a LITERATURE evidence Page: an evidence page declaring `route: outward` in its metadata head, whose questions face OUTWARD, toward published knowledge. Its Content is organized BY EXECUTOR: one `### E<n> · <question>` division per…