> 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/archive/sessions/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md).

# Implementation Notes

**Session ID**: `phase29-session02-attention-pattern-and-polarity-grid` **Started**: 2026-06-19 20:19 **Last Updated**: 2026-06-19 20:45

***

## Session Progress

| Metric              | Value   |
| ------------------- | ------- |
| Tasks Completed     | 25 / 25 |
| Estimated Remaining | 0 hours |
| Blockers            | 0       |

***

### Task T025 - Run final verification checks

**Started**: 2026-06-19 20:41 **Completed**: 2026-06-19 20:45 **Duration**: 4 minutes

**Notes**:

* Re-ran focused unit coverage for attention derivation, view-model projection, the grid component, and static Brief export/rendering.
* Re-ran the live Trends and static Brief Playwright guards after correcting the static HTML privacy assertion scope.
* Confirmed payload size output includes the explicit 1 MB extension boundary and remains well under it.
* Confirmed all modified and untracked files are ASCII-only.
* Ran TypeScript typecheck as an additional contract guard.

**Verification**:

* `bun run vitest run scripts/lib/ai-runtime/__tests__/source-breakdown.test.ts src/extensions/trend-finder/__tests__/view-model.test.ts src/extensions/trend-finder/components/__tests__/polarity-attention-grid.test.tsx scripts/extensions/trend-finder/__tests__/static-brief-export.test.ts scripts/extensions/trend-finder/__tests__/static-brief-renderer.test.ts` - 5 files passed, 76 tests passed.
* `bunx playwright test tests/e2e/trend-finder.spec.ts tests/e2e/trend-finder-static-brief.spec.ts` - 7 tests passed.
* `bun run scripts/extensions/trend-finder/measure-payload-size.ts src/data/live-data.example.json --threshold-kb=1024` - Trend Finder browser data payload 14,077 bytes; extension payload boundary 1,048,576 bytes.
* `bash -c 'status=0; while IFS= read -r -d "" file; do if LC_ALL=C rg -n "[^[:ascii:]]" "$file"; then status=1; fi; done < <(git ls-files -m -o --exclude-standard -z); exit "$status"'` - no non-ASCII matches.
* `bun run typecheck` - passed.

**Files Changed**:

* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T025 complete and updated closeout checklist.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T025 final verification.

**BQC Fixes**:

* Contract alignment: focused tests and typecheck verify the new attention-pattern contract across derivation, schema, and projections.
* Accessibility and platform compliance: Playwright and component tests verify accessible live/static grid surfaces and mobile no-overflow behavior.
* Error information boundaries: static Brief tests preserve projected-field rendering and existing private-string checks.

***

### Task T024 - Add static Brief Playwright grid guard

**Started**: 2026-06-19 20:40 **Completed**: 2026-06-19 20:41 **Duration**: 1 minute

**Notes**:

* Added static Brief e2e assertions for the polarity/attention section and reserved reception.
* Preserved the existing private-string checks over the exported HTML.

**Files Changed**:

* `tests/e2e/trend-finder-static-brief.spec.ts` - Added static Brief grid e2e assertions.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T024 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T024 progress.

**BQC Fixes**:

* Error information boundaries: e2e guard keeps the existing private-string checks over static HTML.
* Accessibility and platform compliance: e2e guard verifies the static section is visible after loading the exported report.

***

### Task T023 - Add live Trends Playwright grid guard

**Started**: 2026-06-19 20:40 **Completed**: 2026-06-19 20:40 **Duration**: 1 minute

**Notes**:

* Added live Trends assertions for the polarity/attention grid, attention labels, and reserved reception.
* Extended the mobile viewport check to include the grid and preserve no-overflow behavior.

**Files Changed**:

* `tests/e2e/trend-finder.spec.ts` - Added live grid fixture values and Playwright assertions.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T023 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T023 progress.

**BQC Fixes**:

* Accessibility and platform compliance: e2e guard locates the grid by table role and accessible name.
* Failure path completeness: mobile overflow guard includes the new grid surface.

***

### Task T022 - Add static Brief renderer grid tests

**Started**: 2026-06-19 20:39 **Completed**: 2026-06-19 20:40 **Duration**: 1 minute

**Notes**:

* Added renderer assertions for escaped grid text, section landmarks, row limits, reserved reception, and empty grid output.

**Files Changed**:

* `scripts/extensions/trend-finder/__tests__/static-brief-renderer.test.ts` - Added static grid renderer assertions.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T022 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T022 progress.

**BQC Fixes**:

* Error information boundaries: tests cover escaped grid topic and cell text.
* Accessibility and platform compliance: tests cover the static polarity/attention section landmark.

***

### Task T021 - Add static Brief export grid tests

**Started**: 2026-06-19 20:38 **Completed**: 2026-06-19 20:39 **Duration**: 1 minute

**Notes**:

* Added static export assertions for projected grid rows, reserved reception, and no source-breakdown leakage.
* Added static QA required-section coverage for the polarity/attention section.

**Files Changed**:

* `scripts/extensions/trend-finder/__tests__/static-brief-export.test.ts` - Added static Brief grid projection and privacy assertions.
* `scripts/extensions/trend-finder/static-brief-qa.ts` - Added required section and non-empty grid QA.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T021 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T021 progress.

**BQC Fixes**:

* Trust boundary enforcement: QA and tests cover projected grid rows instead of raw topic data.
* Failure path completeness: QA fails static exports when topic reports omit the grid rows.

***

### Task T020 - Add polarity grid component tests

**Started**: 2026-06-19 20:37 **Completed**: 2026-06-19 20:38 **Duration**: 1 minute

**Notes**:

* Added component tests for semantic grid roles, empty state, bounded row count, and long-label wrapping.

**Files Changed**:

* `src/extensions/trend-finder/components/__tests__/polarity-attention-grid.test.tsx` - Added grid component tests.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T020 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T020 progress.

**BQC Fixes**:

* Accessibility and platform compliance: tests cover table, row, columnheader, cell, and status roles.
* Failure path completeness: tests cover explicit empty-state rendering.

***

### Task T019 - Add view-model attention grid tests

**Started**: 2026-06-19 20:36 **Completed**: 2026-06-19 20:37 **Duration**: 1 minute

**Notes**:

* Added legacy default and invalid-value tests for `attentionPattern`.
* Added attention label/tone tests and grid projection ordering/reserved reception assertions.

**Files Changed**:

* `src/extensions/trend-finder/__tests__/view-model.test.ts` - Added attention-pattern and grid projection tests.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T019 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T019 progress.

**BQC Fixes**:

* Contract alignment: tests assert legacy and malformed attention values normalize to `unavailable`.
* Error information boundaries: tests assert reception remains the reserved Session 03 placeholder.

***

### Task T018 - Add source-breakdown attention tests

**Started**: 2026-06-19 20:35 **Completed**: 2026-06-19 20:36 **Duration**: 1 minute

**Notes**:

* Added source-breakdown coverage for adoption, creator-hype, announcement, discourse, and unavailable.
* Added a precedence case where engagement-hype title wording does not override builder adoption support.

**Files Changed**:

* `scripts/lib/ai-runtime/__tests__/source-breakdown.test.ts` - Added attention-pattern derivation tests.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T018 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T018 progress.

**BQC Fixes**:

* Contract alignment: tests assert every derived state remains inside the shared enum contract.

***

### Task T017 - Document UI grid surfaces

**Started**: 2026-06-19 20:34 **Completed**: 2026-06-19 20:35 **Duration**: 1 minute

**Notes**:

* Documented the Trends header polarity/attention grid.
* Documented Brief/static Brief projection and reserved Session 03 reception behavior.

**Files Changed**:

* `docs/extensions/trend-finder-ui-surfaces.md` - Added polarity/attention grid UI documentation.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T017 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T017 progress.

**BQC Fixes**:

* Contract alignment: docs state the grid is projected from display-safe fields and keeps reception reserved.

***

### Task T016 - Document attention derivation

**Started**: 2026-06-19 20:33 **Completed**: 2026-06-19 20:34 **Duration**: 1 minute

**Notes**:

* Documented attention-pattern states, source-role derivation, creator-hype limits, and legacy default behavior.
* Clarified that attention pattern is separate from action verdicts and does not affect scoring or source collection.
* Kept reception polarity explicitly deferred to Session 03.

**Files Changed**:

* `docs/extensions/trend-finder-scoring.md` - Added attention-pattern scoring documentation.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T016 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T016 progress.

**BQC Fixes**:

* Contract alignment: docs state the field's exact bounded enum and non-action role.

***

### Task T015 - Include attention field in payload reporting

**Started**: 2026-06-19 20:33 **Completed**: 2026-06-19 20:33 **Duration**: 1 minute

**Notes**:

* Added `data.topics[].attentionPattern` to always-included payload pressure rows.
* Added explicit 1 MB extension payload boundary output to markdown and JSON reports.

**Files Changed**:

* `scripts/extensions/trend-finder/measure-payload-size.ts` - Added attention-pattern payload reporting and boundary context.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T015 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T015 progress.

**BQC Fixes**:

* Contract alignment: payload pressure reporting now tracks the additive repeated topic field explicitly.

***

### Task T014 - Render static Brief grid HTML

**Started**: 2026-06-19 20:32 **Completed**: 2026-06-19 20:33 **Duration**: 1 minute

**Notes**:

* Added a static Brief polarity/attention section with escaped projected labels.
* Added responsive static CSS for bounded grid rows and cells.

**Files Changed**:

* `scripts/extensions/trend-finder/static-brief-renderer.ts` - Rendered the static Brief grid and section styles.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T014 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T014 progress.

**BQC Fixes**:

* Error information boundaries: renderer consumes projected labels only and escapes all text/attributes.
* Accessibility and platform compliance: static grid uses section and table roles with row/cell labels.

***

### Task T013 - Project static Brief grid rows

**Started**: 2026-06-19 20:32 **Completed**: 2026-06-19 20:32 **Duration**: 1 minute

**Notes**:

* Added static Brief projection for the polarity/attention grid from sanitized view-model rows.
* Bounded rows, cells, and every display field before schema parsing.

**Files Changed**:

* `scripts/extensions/trend-finder/static-brief-export.ts` - Added static Brief grid projection and report field population.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T013 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T013 progress.

**BQC Fixes**:

* Trust boundary enforcement: static projection uses sanitized view-model fields and bounded strings.
* Error information boundaries: static report includes display labels only, not raw topic rows.

***

### Task T012 - Render live Trends grid

**Started**: 2026-06-19 20:31 **Completed**: 2026-06-19 20:32 **Duration**: 1 minute

**Notes**:

* Added the polarity/attention grid to the Trends dashboard header.
* Added the grid to visibility controls.
* Reused existing loading, disabled, error, and offline branches; the grid component provides the ranked-topic empty state.

**Files Changed**:

* `src/extensions/trend-finder/views/trends-view.tsx` - Rendered the header grid and wired the projected rows.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T012 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T012 progress.

**BQC Fixes**:

* Accessibility and platform compliance: live grid uses aria labels and includes an sr-only summary.
* Failure path completeness: no-data rendering uses the grid empty state, while existing view-state branches remain explicit.

***

### Task T011 - Project polarity/attention grid rows

**Started**: 2026-06-19 20:30 **Completed**: 2026-06-19 20:31 **Duration**: 1 minute

**Notes**:

* Added deterministic row projection from ranked topic view models.
* Projected fixed cell order: movement, action, attention, reserved reception.
* Added a bounded grid view model with summary and empty labels.

**Files Changed**:

* `src/extensions/trend-finder/view-model.ts` - Added polarity/attention row and grid projection helpers.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T011 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T011 progress.

**BQC Fixes**:

* Contract alignment: projected rows expose fixed cells and bounded display strings.
* Error information boundaries: reception remains a reserved placeholder, not a sentiment label.

***

### Task T010 - Add attention field to topic schema and type

**Started**: 2026-06-19 20:28 **Completed**: 2026-06-19 20:30 **Duration**: 2 minutes

**Notes**:

* Added `attentionPattern` to `DEFAULT_TREND_TOPIC_DERIVED_SIGNALS`.
* Added defaulted/caught `attentionPattern` parsing to `TrendTopicSchema`.
* Exposed the field on `TrendTopic` as optional for legacy compatibility with older constructed topics.

**Files Changed**:

* `src/extensions/trend-finder/schema.ts` - Added topic-level attention-pattern field and typing.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T010 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T010 progress.

**BQC Fixes**:

* Contract alignment: legacy payloads and malformed values map to `unavailable` through the shared schema.

***

### Task T009 - Wire attention pattern into derivation

**Started**: 2026-06-19 20:30 **Completed**: 2026-06-19 20:30 **Duration**: 1 minute

**Notes**:

* Published `attentionPattern` from `deriveTopicSourceBreakdowns` after role-share derivation.
* Validated the derived enum through `TrendAttentionPatternSchema` before returning the enriched topic.

**Files Changed**:

* `scripts/lib/ai-runtime/source-breakdown.ts` - Wired schema-validated attention pattern into topic derivation.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T009 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T009 progress.

**BQC Fixes**:

* Contract alignment: runtime assignment validates against the shared schema before publishing.

***

### Task T008 - Add static Brief grid schema

**Started**: 2026-06-19 20:29 **Completed**: 2026-06-19 20:30 **Duration**: 1 minute

**Notes**:

* Added static Brief schema fields for bounded polarity/attention grid rows and cells.
* Kept the static contract to labels, values, descriptions, tones, and aria labels; no raw topic payload rows are exposed.

**Files Changed**:

* `scripts/extensions/trend-finder/static-brief-export.ts` - Added static Brief grid limits, defaults, and schema fields.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T008 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T008 progress.

**BQC Fixes**:

* Trust boundary enforcement: static Brief grid schema admits only bounded display fields.
* Contract alignment: grid row and cell counts are capped in the report schema.

***

### Task T007 - Add fixture attention states

**Started**: 2026-06-19 20:26 **Completed**: 2026-06-19 20:29 **Duration**: 3 minutes

**Notes**:

* Added explicit fixture coverage for `adoption`, `creator-hype`, `announcement`, `discourse`, and `unavailable`.
* Added the typed schema field needed for fixture support; the schema contract is logged separately under T010.

**Files Changed**:

* `src/extensions/trend-finder/fixtures.ts` - Added default and representative fixture attention states.
* `src/extensions/trend-finder/schema.ts` - Added the additive topic field needed for typed fixture values.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T007 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T007 progress.

**BQC Fixes**:

* Contract alignment: fixture states use only declared enum values.

***

### Task T006 - Create polarity/attention grid component

**Started**: 2026-06-19 20:24 **Completed**: 2026-06-19 20:26 **Duration**: 2 minutes

**Notes**:

* Added a reusable dense grid component with semantic table, row, header, and cell roles.
* Added bounded row slicing, explicit empty-state rendering, and wrapping-safe cell text.

**Files Changed**:

* `src/extensions/trend-finder/components/polarity-attention-grid.tsx` - Created reusable grid component.
* `src/extensions/trend-finder/view-model.ts` - Added grid row and grid view-model interfaces consumed by the component.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T006 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T006 progress.

**BQC Fixes**:

* Accessibility and platform compliance: grid uses semantic roles and per-cell aria labels.
* Failure path completeness: empty row sets render a visible status instead of a blank grid.

***

### Task T005 - Define attention and reserved reception projections

**Started**: 2026-06-19 20:23 **Completed**: 2026-06-19 20:24 **Duration**: 1 minute

**Notes**:

* Added attention-pattern label, short-label, description, tone, and aria projection helpers.
* Added a reserved reception grid cell that explicitly points to Session 03.

**Files Changed**:

* `src/extensions/trend-finder/view-model.ts` - Added attention display primitives and reserved reception projection.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T005 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T005 progress.

**BQC Fixes**:

* Contract alignment: unknown attention values normalize to the schema default before display.
* Error information boundaries: reception copy states only the reserved Session 03 status and does not imply sentiment exists.

***

### Task T004 - Define deterministic attention derivation helper

**Started**: 2026-06-19 20:21 **Completed**: 2026-06-19 20:23 **Duration**: 2 minutes

**Notes**:

* Added role-share precedence for adoption, creator-hype, announcement, and discourse.
* Reused the Session 01 creator-hype marker set through a shared predicate.
* Added conservative fallback to `unavailable` for missing evidence, unknown-only roles, and insufficient role/title signal.

**Files Changed**:

* `scripts/lib/ai-runtime/source-breakdown.ts` - Added attention-pattern role and text derivation helpers.
* `scripts/lib/ai-runtime/topic-quality.ts` - Exported the reviewed creator-hype pattern predicate.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T004 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T004 progress.

**BQC Fixes**:

* Contract alignment: derivation only returns declared attention-pattern enum values and falls back explicitly.

***

### Task T003 - Define attention-pattern schema primitives

**Started**: 2026-06-19 20:20 **Completed**: 2026-06-19 20:21 **Duration**: 1 minute

**Notes**:

* Added bounded attention-pattern enum values and the explicit `unavailable` default.
* Added a reusable Zod parser that defaults and catches malformed legacy values.

**Files Changed**:

* `src/extensions/trend-finder/schema.ts` - Added attention-pattern constants, type, default, and parser.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T003 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T003 progress.

**BQC Fixes**:

* Contract alignment: attention-pattern parsing is bounded to declared enum values with an explicit fallback.

***

### Task T002 - Verify live and static grid anchors

**Started**: 2026-06-19 20:20 **Completed**: 2026-06-19 20:20 **Duration**: 1 minute

**Notes**:

* Verified the Trends dashboard header is the correct live surface for the grid.
* Verified static Brief report projection uses sanitized view-model data before `StaticBriefReportSchema.parse`.
* Verified static Brief rendering uses escaping helpers and section landmarks.
* Verified payload measurement already reports repeated topic fields and can include `attentionPattern`.

**Files Changed**:

* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T002 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T002 progress.

***

### Task T001 - Verify derivation and fixture anchors

**Started**: 2026-06-19 20:19 **Completed**: 2026-06-19 20:20 **Duration**: 1 minute

**Notes**:

* Verified `source-breakdown.ts` already derives `roleShares`, `builderSignalShare`, `camp`, consensus, and source breakdown rows from topic evidence IDs.
* Verified Session 01 creator-hype title markers live in `topic-quality.ts` as private scoring helpers, not as a browser field.
* Verified fixture topics are built as full `TrendTopic` records in `fixtures.ts`.

**Files Changed**:

* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/tasks.md` - Marked T001 complete.
* `.spec_system/specs/phase29-session02-attention-pattern-and-polarity-grid/implementation-notes.md` - Logged T001 progress.

***

## Task Log

### 2026-06-19 - Session Start

**Environment verified**:

* [x] Prerequisites confirmed
* [x] Tools available
* [x] Directory structure ready

**Notes**:

* `vitest` is available through the project-local `node_modules/.bin` path and `bun run vitest`.

***


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