> For the complete documentation index, see [llms.txt](https://ai-os-and-trend-finder.gitbook.io/ai-os-and-trend-finder-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://ai-os-and-trend-finder.gitbook.io/ai-os-and-trend-finder-docs/.spec_system/prd/phase_41/session_17_generated_data_closeout.md).

# Session 17: Generated Data Closeout

**Session ID**: `phase41-session17-generated-data-closeout` **Status**: Not Started **Estimated Tasks**: \~12-25 **Estimated Duration**: 2-4 hours

***

## Objective

Regenerate and verify ignored local data after source, tests, docs, and archive guidance are updated.

***

## Scope

### In Scope (MVP)

* Regenerate local live data through `bun run aggregate` or the supported scheduler path after source and docs fixes land.
* Verify stale limited/admin-gated wording in generated local payloads is gone or traceable to a named demo, compliance, credential, or generated-output exception.
* Confirm `src/data/live-data.json` remains generated, gitignored, and uncommitted.
* Verify no secrets, private runtime data, logs, coverage, browser reports, test artifacts, or private generated data are committed.
* Record final generated-data privacy and stale-copy cleanup evidence.

### Out of Scope

* Hand-editing generated private runtime data.
* Active docs and archive policy updates owned by Sessions 15 and 16.

***

## Prerequisites

* [ ] Session 15 active docs are complete.
* [ ] Session 16 spec memory and archive supersession is complete.

***

## Deliverables

1. Refreshed generated local data produced through supported commands, if needed.
2. Verification notes for generated-data privacy, stale wording, and git hygiene.
3. Final closeout evidence tying implementation, tests, docs, and generated data together.

***

## Success Criteria

* [ ] Generated local payloads no longer carry stale limited/admin-gated wording except for explicitly named exception modes.
* [ ] `src/data/live-data.json` remains gitignored and uncommitted.
* [ ] Git status contains no secrets, private runtime data, logs, coverage, browser reports, or generated test artifacts.

***

## Folded Handoff Session Details

The following session-specific details were migrated from the former ongoing-projects handoff. They preserve the original objective, scope, outputs, dependencies, notes, and acceptance checks for this session.

#### Session 17: Generated Data Closeout

**Objective**: Regenerate and verify ignored local data after source, tests, docs, and archive guidance are updated.

**Scope**:

* Regenerate local live data through `bun run aggregate` or the supported scheduler path after source and docs fixes land.
* Verify stale read-only/admin-gated wording in generated local payloads is gone or traceable to a named demo, compliance, credential, or generated-output exception.
* Confirm `src/data/live-data.json` remains generated, gitignored, and uncommitted.
* Verify no `.env`, `.env.local`, account-auth files, bearer tokens, local logs, coverage, browser reports, test artifacts, or private generated data are committed.
* Record final closeout evidence for generated-data privacy and stale-copy cleanup.

**Outputs**:

* Refreshed generated local data produced through supported commands, if needed.
* Verification notes for generated-data privacy, stale wording, and git hygiene.
* Final closeout evidence tying implementation, tests, docs, and generated data together.

**Dependencies / Notes**:

* Depends on Sessions 15 and 16 so generated data is refreshed after current docs and policy notes exist.
* Do not hand-edit generated private runtime data.

**Acceptance Checks**:

* Generated local payloads no longer carry stale local read-only wording except for explicitly named exception modes.
* `src/data/live-data.json` remains gitignored and is not committed.
* Git status contains no secrets, private runtime data, logs, coverage, browser reports, or generated test artifacts.


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