> 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/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md).

# Implementation Notes

**Session ID**: `phase27-session03-data-driven-radar-aliases-and-watching-state` **Started**: 2026-06-12 21:40 **Last Updated**: 2026-06-12 23:20

***

## Session Progress

| Metric              | Value   |
| ------------------- | ------- |
| Tasks Completed     | 20 / 20 |
| Estimated Remaining | 0 hours |
| Blockers            | 0       |

***

### Task T020 - Run final verification

**Started**: 2026-06-12 23:03 **Completed**: 2026-06-12 23:20 **Duration**: 17 minutes

**Notes**:

* Ran focused Trend Finder tests, full Vitest, app typecheck, scripts typecheck, and ASCII validation over changed and untracked files.
* Full-suite verification caught an existing visibility-count copy contract that changed when watched counts were added.
* Restored the visible-count text as a standalone inline label in Trends and restored the visible-count period in Hidden Gems while keeping watched-count copy additive.

**Files Changed**:

* `src/extensions/trend-finder/views/trends-view.tsx` - Preserved the existing standalone visible-count text while appending watched-count context.
* `src/extensions/trend-finder/views/hidden-gems-view.tsx` - Preserved the existing visible-count sentence shape while appending watched-count context.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T020 complete, updated progress to 20/20, and completed the checklist.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged final verification results.

**BQC Fixes**:

* Regression prevention: full-suite visibility assertions continue covering hidden-item count copy after watched-count additions.
* ASCII compliance: scanned all changed and untracked files with no non-ASCII matches.

**Verification**:

* `bunx prettier --write src/extensions/trend-finder/views/trends-view.tsx src/extensions/trend-finder/views/hidden-gems-view.tsx` - passed.
* `bun run test -- src/extensions/trend-finder/__tests__/visibility-views.test.tsx` - passed.
* `bun run typecheck` - passed.
* `bun run test -- --reporter=dot` - passed, 269 test files and 3345 tests.
* `bun run typecheck:scripts` - passed.
* ASCII scan over changed and untracked files - passed.

***

### Task T019 - Add component coverage for controls and empty states

**Started**: 2026-06-12 22:59 **Completed**: 2026-06-12 23:03 **Duration**: 4 minutes

**Notes**:

* Added Workbench component tests for storing `watching` from triage controls and applying the cross-source outlier preset.
* Added dashboard component tests for no-watched empty states in Trends and Hidden Gems.

**Files Changed**:

* `src/extensions/trend-finder/components/__tests__/signal-workbench-view.test.tsx` - Added watching and outlier preset component coverage.
* `src/lib/__tests__/trend-finder-dashboard.test.tsx` - Added Trends and Hidden Gems no-watched empty-state coverage.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T019 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged component test coverage.

**BQC Fixes**:

* Accessibility and platform compliance: tests exercise accessible button names for watching and outlier preset controls.
* Failure path completeness: tests assert no-watched empty states are visible.

**Verification**:

* `bun run test -- src/extensions/trend-finder/components/__tests__/signal-workbench-view.test.tsx` - passed.
* `bun run test -- src/lib/__tests__/trend-finder-dashboard.test.tsx` - passed.

***

### Task T018 - Add Workbench model tests

**Started**: 2026-06-12 22:56 **Completed**: 2026-06-12 22:59 **Duration**: 3 minutes

**Notes**:

* Added alias search assertion for fixture aliases.
* Added watching triage filter and facet coverage.
* Added outlier preset filtering and ordering coverage, including explicit low-sample and placement-excluded labels.
* Existing non-mutation test continues covering generated data, source summaries, scores, and Watchlist rows.

**Files Changed**:

* `src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - Added alias, watching, and outlier model coverage.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T018 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged Workbench model test coverage.

**BQC Fixes**:

* Contract alignment: tests assert outlier preset includes only available source-local outlier rows and leaves unavailable states explicit.

**Verification**:

* `bun run test -- src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - passed.

***

### Task T017 - Add triage storage watching tests

**Started**: 2026-06-12 22:53 **Completed**: 2026-06-12 22:56 **Duration**: 3 minutes

**Notes**:

* Added storage coverage for `watching`, legacy watch-like states, dedupe, persistence, and watching status helper behavior.
* Existing tests continue covering malformed JSON, caps, reset, note bounds, and write failures.

**Files Changed**:

* `src/extensions/trend-finder/__tests__/signal-workbench-storage.test.ts` - Added watching and legacy-state coverage.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T017 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged storage test coverage.

**BQC Fixes**:

* Trust boundary enforcement: tests assert only known current or legacy local states are accepted.

**Verification**:

* `bun run test -- src/extensions/trend-finder/__tests__/signal-workbench-storage.test.ts` - passed.

***

### Task T016 - Add radar projection tests

**Started**: 2026-06-12 22:49 **Completed**: 2026-06-12 22:53 **Duration**: 4 minutes

**Notes**:

* Added focused tests for radar momentum projection, inverse saturation, novelty fallback, fallback bands, evidence sizing, movement tone, selection, and deterministic ordering.

**Files Changed**:

* `src/extensions/trend-finder/__tests__/signal-radar-projection.test.ts` - Added radar projection coverage.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T016 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged radar test coverage.

**BQC Fixes**:

* Contract alignment: tests assert missing axis data stays in fallback bands instead of invented positions.

**Verification**:

* `bun run test -- src/extensions/trend-finder/__tests__/signal-radar-projection.test.ts` - passed.

***

### Task T015 - Wire Workbench outlier preset controls and labels

**Started**: 2026-06-12 22:42 **Completed**: 2026-06-12 22:49 **Duration**: 7 minutes

**Notes**:

* Added Workbench preset controls for All rows vs Cross-source outliers.
* Selecting the outlier preset resets pagination and switches sort to outlier lift descending.
* Added outlier count status, outlier lift column, expanded-row outlier labels, and evidence baseline labels.
* Added bounded Workbench pagination with reset on filters, sort, and run re-entry.

**Files Changed**:

* `src/extensions/trend-finder/components/signal-workbench-controls.tsx` - Added outlier preset control buttons and helper copy.
* `src/extensions/trend-finder/components/signal-workbench-table.tsx` - Added outlier column and source-local baseline labels.
* `src/extensions/trend-finder/views/signal-workbench-view.tsx` - Wired preset sort/reset behavior and bounded pagination.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T015 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged Workbench preset wiring.

**BQC Fixes**:

* State freshness on re-entry: filters, sort, and page reset when run identity changes.
* Failure path completeness: unavailable source-local baseline labels remain visible and are not promoted by the preset.
* Contract alignment: preset selection uses validated model fields and deterministic outlier sorting.

**Verification**:

* `bun run typecheck` - passed.
* `bun run test -- src/extensions/trend-finder/components/__tests__/signal-workbench-view.test.tsx` - passed.

***

### Task T014 - Add Hidden Gems watched filters and toggles

**Started**: 2026-06-12 22:36 **Completed**: 2026-06-12 22:42 **Duration**: 6 minutes

**Notes**:

* Added All/Watched filter chips, watched counts, and explicit no-watched Hidden Gems empty state.
* Added per-gem browser-local watching toggles above each hidden-gem selection card.
* Reset watched filter and pagination on run re-entry, and reset pagination on watched-filter changes.

**Files Changed**:

* `src/extensions/trend-finder/views/hidden-gems-view.tsx` - Added watched filter, counts, toggles, empty state, and pagination reset behavior.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T014 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged Hidden Gems watched filter implementation.

**BQC Fixes**:

* State freshness on re-entry: watched filter and pagination reset when run identity changes.
* Duplicate action prevention: watch toggles use the shared triage `isSaving` disabled state.
* Failure path completeness: watched-only mode has explicit empty copy.

**Verification**:

* `bun run typecheck` - passed.
* `bun run test -- src/lib/__tests__/trend-finder-dashboard.test.tsx` - passed.

***

### Task T013 - Add Trends watched filters and toggles

**Started**: 2026-06-12 22:31 **Completed**: 2026-06-12 22:36 **Duration**: 5 minutes

**Notes**:

* Added All/Watched filter chips, watched counts, and an explicit no-watched Trends empty state.
* Added per-topic browser-local watching toggles beside ranked topic cards.
* Reset the watch filter on run re-entry and revalidated the selected topic against the current visible topic set.
* Adjusted a dashboard test assertion after fixture expansion intentionally produced multiple source-local metric chip groups.

**Files Changed**:

* `src/extensions/trend-finder/views/trends-view.tsx` - Added watched filter, counts, toggles, and empty state.
* `src/lib/__tests__/trend-finder-dashboard.test.tsx` - Updated source-local metric assertion for expanded fixture coverage.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T013 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged Trends watched filter implementation.

**BQC Fixes**:

* State freshness on re-entry: watch filter resets on run changes and selection revalidates against visible topics.
* Duplicate action prevention: watch toggles use the shared triage `isSaving` disabled state.
* Failure path completeness: watched-only mode has an explicit empty state instead of a blank list.

**Verification**:

* `bun run typecheck` - passed.
* `bun run test -- src/lib/__tests__/trend-finder-dashboard.test.tsx` - passed.

***

### Task T012 - Add watching controls to triage UI

**Started**: 2026-06-12 22:27 **Completed**: 2026-06-12 22:31 **Duration**: 4 minutes

**Notes**:

* Added `watching` visual support to the existing Signal Workbench triage controls.
* Reused the existing disabled-while-saving behavior and live-region status messages for duplicate-trigger prevention and accessible feedback.
* Kept visible button names stable while adding per-topic titles for context.

**Files Changed**:

* `src/extensions/trend-finder/components/signal-triage-controls.tsx` - Added `watching` icon/tone support and per-topic button titles.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T012 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged triage control implementation.

**BQC Fixes**:

* Duplicate action prevention: watching uses the existing `isSaving` disabled state and commit guard.
* Accessibility and platform compliance: watching uses the existing button controls and polite live-region feedback.

**Verification**:

* `bun run test -- src/extensions/trend-finder/components/__tests__/signal-workbench-view.test.tsx` - passed.

***

### Task T011 - Include aliases in Workbench search

**Started**: 2026-06-12 22:24 **Completed**: 2026-06-12 22:27 **Duration**: 3 minutes

**Notes**:

* Added sanitized generated topic aliases to the Signal Workbench row search text.
* Kept aliases read-only by reading from `row.topic.aliases` during projection without modifying source topics.

**Files Changed**:

* `src/extensions/trend-finder/signal-workbench-model.ts` - Included aliases in search text projection.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T011 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged alias search wiring.

**BQC Fixes**:

* Contract alignment: search projection reads aliases from the validated topic contract while preserving generated-data immutability.

**Verification**:

* `bun test ./src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - passed.

***

### Task T010 - Render alias chips on card and radar detail surfaces

**Started**: 2026-06-12 22:20 **Completed**: 2026-06-12 22:24 **Duration**: 4 minutes

**Notes**:

* Added bounded alias chips to `TrendCard` below the topic summary.
* Added matching bounded alias chips to the Signal Radar detail header.
* Chips use shared view-model alias labels, truncation, `aria-label`, and title attributes.

**Files Changed**:

* `src/extensions/trend-finder/components/trend-card.tsx` - Added alias chip rendering.
* `src/extensions/trend-finder/components/signal-radar.tsx` - Added radar detail alias chip rendering.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T010 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged alias rendering.

**BQC Fixes**:

* Accessibility and platform compliance: alias chips expose explicit accessible labels and preserve compact layout with truncation.

**Verification**:

* `bun run typecheck` - passed.

***

### Task T009 - Wire Trends radar selection

**Started**: 2026-06-12 22:18 **Completed**: 2026-06-12 22:20 **Duration**: 2 minutes

**Notes**:

* Passed the Trends visible topic set, selected topic ID, and `setSelectedTopicId` handler into `SignalRadarPanel`.
* The existing selected-topic effect continues to revalidate selection when the run data or visibility-filtered topic set changes.

**Files Changed**:

* `src/extensions/trend-finder/views/trends-view.tsx` - Wired radar point selection to the ranked Trends list selection state.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T009 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged Trends wiring.

**BQC Fixes**:

* State freshness on re-entry: selected topic is revalidated against the current visible topic set before detail rendering.

**Verification**:

* `bun run typecheck` - passed.

***

### Task T008 - Replace decorative radar coordinates with topic buttons

**Started**: 2026-06-12 22:08 **Completed**: 2026-06-12 22:18 **Duration**: 10 minutes

**Notes**:

* Replaced source-name coordinate generation with `buildTopicRadarViewModel` topic point projection.
* Rendered topic radar points as keyboard-focusable buttons with selected state, evidence-based sizing, movement tone, fallback styling, and hover/focus detail labels.
* Added compact x/y axis labels, novelty fallback copy, fallback-band legend, and data-backed radar metrics.
* Added reduced-motion CSS hooks for the radar animation paths.
* Typecheck exposed exhaustive `watching` triage visual maps and a hand-built test view-model that needed alias fields; fixed both as contract follow-ups.

**Files Changed**:

* `src/extensions/trend-finder/components/signal-radar.tsx` - Replaced decorative source nodes with data-driven topic point buttons and fallback legend.
* `src/extensions/trend-finder/components/signal-triage-controls.tsx` - Added exhaustive `watching` icon and tone support required by the new triage state.
* `src/lib/__tests__/trend-finder-dashboard.test.tsx` - Added alias fields to a hand-built topic card view-model.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T008 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged radar implementation.

**BQC Fixes**:

* Accessibility and platform compliance: radar points are real buttons with `aria-label`, `aria-pressed`, focus rings, and keyboard activation.
* State freshness on re-entry: radar point projection is recomputed from the current topic set and selected topic ID.
* Contract alignment: typecheck-driven exhaustive fixes keep the new `watching` state and alias fields aligned with consumers.

**Verification**:

* `bun run typecheck` - passed.

***

### Task T007 - Extend Trend Finder fixtures

**Started**: 2026-06-12 22:04 **Completed**: 2026-06-12 22:08 **Duration**: 4 minutes

**Notes**:

* Added human-facing aliases to representative ranked and hidden-gem topics.
* Added an available extreme-lift YouTube evidence row for cross-source outlier ordering.
* Added low-sample source-local evidence coverage and preserved placement-excluded fixture coverage.
* Added a below-baseline topic-level source-local fixture so existing actionability facets remain covered after the new outlier row.

**Files Changed**:

* `src/extensions/trend-finder/fixtures.ts` - Added alias and source-local fixture coverage for upcoming tests.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T007 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged fixture updates.

**BQC Fixes**:

* Contract alignment: fixture rows now exercise available, low-sample, below-baseline, and placement-excluded source-local states without changing generated-data contracts.

**Verification**:

* `bun test ./src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - passed.

***

### Task T006 - Add Workbench outlier preset model

**Started**: 2026-06-12 21:58 **Completed**: 2026-06-12 22:04 **Duration**: 6 minutes

**Notes**:

* Added a `cross-source-outliers` Workbench preset filter over existing evidence `sourceLocal` fields.
* Projected source-local baseline state, entity label, top outlier lift, source, evidence title, and actionability labels onto Workbench rows.
* Included only evidence rows with available baselines and repeatable or verify-first lift bands in the preset.
* Added deterministic outlier-lift sorting with tie-breakers by score, rank, topic name, and topic ID.

**Files Changed**:

* `src/extensions/trend-finder/signal-workbench-model.ts` - Added outlier preset contracts, labels, projection fields, filtering, sorting, and summary counts.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T006 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged outlier model implementation.

**BQC Fixes**:

* Contract alignment: unavailable, low-sample, unsupported, and placement-excluded source-local rows remain explicit and are not promoted by the outlier preset.
* Error information boundaries: projected labels use sanitized display text only.

**Verification**:

* `bun test ./src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - passed.

***

### Task T005 - Add alias and watching summary helpers

**Started**: 2026-06-12 21:53 **Completed**: 2026-06-12 21:58 **Duration**: 5 minutes

**Notes**:

* Added bounded alias chip view-models with dedupe against topic ID, slug, canonical ID, and visible topic name.
* Added alias summary labels to topic card and radar point view-models.
* Added shared watching state, toggle, and filter summary labels for Trends and Hidden Gems wiring.

**Files Changed**:

* `src/extensions/trend-finder/view-model.ts` - Added alias helpers, watching summary helpers, and alias fields on topic/radar projections.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T005 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged helper implementation.

**BQC Fixes**:

* Accessibility and platform compliance: alias helpers include explicit `ariaLabel` text for chip surfaces.
* Contract alignment: shared helpers centralize compact alias and watching copy so later views do not drift.

**Verification**:

* `bun test ./src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - passed.

***

### Task T004 - Extend triage storage with watching

**Started**: 2026-06-12 21:49 **Completed**: 2026-06-12 21:53 **Duration**: 4 minutes

**Notes**:

* Added `watching` to the existing Signal Workbench v1 browser-local triage state enum.
* Preserved old `acted-on`, `ignored`, and `revisit` rows and added parsing aliases for legacy watch-like values (`watched`, `starred`, `watch`).
* Added a storage helper for checking whether a topic is watching without creating any generated-data writes.
* Updated Workbench triage labels and deterministic triage ordering for exhaustive type coverage.

**Files Changed**:

* `src/extensions/trend-finder/signal-workbench-storage.ts` - Added `watching`, legacy normalization, and watching status helper.
* `src/extensions/trend-finder/signal-workbench-model.ts` - Added `watching` label and sort order support.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T004 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged storage implementation.

**BQC Fixes**:

* Trust boundary enforcement: localStorage parsing now normalizes only known current or legacy triage states and drops unknown states.
* Contract alignment: Workbench label and ordering maps were updated with the new exhaustive triage state.

**Verification**:

* `bun test ./src/extensions/trend-finder/__tests__/signal-workbench-storage.test.ts ./src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - passed.

***

### Task T003 - Add topic radar projection helpers

**Started**: 2026-06-12 21:44 **Completed**: 2026-06-12 21:49 **Duration**: 5 minutes

**Notes**:

* Added `TopicRadarViewModel` and `TopicRadarPointViewModel` projection contracts.
* Projected x-axis from bounded `topic.momentum` and y-axis from inverse saturation with novelty fallback.
* Added explicit fallback-band coordinates for missing momentum or missing y-axis data, bounded evidence sizing, movement tone projection, axis labels, and deterministic point ordering.
* Verified the updated `view-model.ts` import path through the existing Workbench model tests.

**Files Changed**:

* `src/extensions/trend-finder/view-model.ts` - Added topic radar projection contracts and helpers.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T003 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged projection implementation.

**BQC Fixes**:

* Contract alignment: projection exposes bounded view-model values and explicit fallback states so components do not invent radar positions from missing data.

**Verification**:

* `bun test ./src/extensions/trend-finder/__tests__/signal-workbench-model.test.ts` - passed.

***

### Task T002 - Inspect Trend Finder surfaces and source-local behavior

**Started**: 2026-06-12 21:41 **Completed**: 2026-06-12 21:44 **Duration**: 3 minutes

**Notes**:

* Read the existing radar panel and confirmed source-name coordinates are decorative and local to `signal-radar.tsx`.
* Read Trends and Hidden Gems views and confirmed watching filters can reuse the existing browser-local triage hook with run re-entry keys.
* Read Workbench model, controls, table, storage, and triage controls; existing storage uses version 1 with bounded entries and duplicate-write prevention in the hook.
* Read source-local docs and script behavior; outlier work can consume existing `sourceLocal` ratios and unavailable states without collector or schema changes.
* Read fixtures and tests; fixture data already covers missing saturation and source-local unavailable states, while aliases need more human-facing coverage.

**Files Changed**:

* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T002 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged inspection findings.

**BQC Fixes**:

* N/A - source inspection only.

***

### Task T001 - Verify analyzer state and session stub

**Started**: 2026-06-12 21:40 **Completed**: 2026-06-12 21:41 **Duration**: 1 minute

**Notes**:

* Confirmed analyzer state resolves the active session to `phase27-session03-data-driven-radar-aliases-and-watching-state`.
* Confirmed `.spec_system/state.json` lists Sessions 01 and 02 as completed and Phase 27 as in progress.
* Read the Session 03 PRD stub and confirmed the requested radar, aliases, watching state, and outlier preset scope.

**Files Changed**:

* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/tasks.md` - Marked T001 complete and updated progress.
* `.spec_system/specs/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md` - Logged environment and setup verification.

**BQC Fixes**:

* N/A - setup verification only.

***

## Task Log

### 2026-06-12 - Session Start

**Environment verified**:

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

***


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Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://ai-os-and-trend-finder.gitbook.io/ai-os-and-trend-finder-docs/.spec_system/archive/sessions/phase27-session03-data-driven-radar-aliases-and-watching-state/implementation-notes.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
