> 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-session01-editorial-quick-wins/tasks.md). # Task Checklist **Session ID**: `phase29-session01-editorial-quick-wins` **Total Tasks**: 18 **Estimated Duration**: 3-4 hours **Created**: 2026-06-19 *** ## Legend * `[x]` = Completed * `[ ]` = Pending * `[P]` = Parallelizable (can run with other \[P] tasks) * `[SNNMM]` = Session reference (NN=phase number, MM=session number) * `TNNN` = Task ID *** ## Progress Summary | Category | Total | Done | Remaining | | -------------- | ------ | ------ | --------- | | Setup | 2 | 2 | 0 | | Foundation | 5 | 5 | 0 | | Implementation | 7 | 7 | 0 | | Testing | 4 | 4 | 0 | | **Total** | **18** | **18** | **0** | *** ## Setup (2 tasks) Initial configuration and environment preparation. * [x] T001 \[S2901] Verify current analyst prompt, validator, and test anchors before editing (`scripts/lib/ai-runtime/trend-analyst.ts`) * [x] T002 \[S2901] Verify current topic-quality and source-doc anchors before editing (`scripts/lib/ai-runtime/topic-quality.ts`) *** ## Foundation (5 tasks) Core structures and base implementations. * [x] T003 \[S2901] \[P] Define reviewed anti-trope banned phrase constants and validator issue code with schema-validated output mapping (`scripts/lib/ai-runtime/trend-analyst.ts`) * [x] T004 \[S2901] \[P] Define deterministic fallback-copy voice constraints for analyst public copy fields (`scripts/lib/ai-runtime/trend-analyst.ts`) * [x] T005 \[S2901] \[P] Define reviewed creator-hype pattern helpers near existing content pattern regexes (`scripts/lib/ai-runtime/topic-quality.ts`) * [x] T006 \[S2901] \[P] Add analyst fixtures for banned and accepted public copy fields (`scripts/lib/ai-runtime/__tests__/trend-analyst.test.ts`) * [x] T007 \[S2901] \[P] Add topic-quality fixtures for engagement-farming and legitimate tutorial topics (`scripts/lib/ai-runtime/__tests__/topic-quality.test.ts`) *** ## Implementation (7 tasks) Main feature implementation. * [x] T008 \[S2901] Add ANTI-AI-TROPE block to analyst system, task, and repair prompts without weakening evidence-grounding language (`scripts/lib/ai-runtime/trend-analyst.ts`) * [x] T009 \[S2901] Implement banned-phrase validation across analyst public copy fields with explicit fallback issue mapping (`scripts/lib/ai-runtime/trend-analyst.ts`) * [x] T010 \[S2901] Mirror anti-trope voice discipline in deterministic fallback and demand-brief merge copy with state reset through existing fallback paths (`scripts/lib/ai-runtime/trend-analyst.ts`) * [x] T011 \[S2901] Wire banned-phrase validation into retry and redacted fallback summaries with duplicate-trigger prevention in the existing repair flow (`scripts/lib/ai-runtime/trend-analyst.ts`) * [x] T012 \[S2901] Extend content pattern detection with reviewed creator-hype markers and bounded false-positive scope (`scripts/lib/ai-runtime/topic-quality.ts`) * [x] T013 \[S2901] Feed creator-hype hits into existing content penalty and topic noise downrank with deterministic ordering and no new browser field (`scripts/lib/ai-runtime/topic-quality.ts`) * [x] T014 \[S2901] Document X, TikTok, Instagram, and Bluesky as deliberate non-goals with compliance-first fallback language (`docs/extensions/trend-finder-sources.md`) *** ## Testing (4 tasks) Verification and quality assurance. * [x] T015 \[S2901] Update analyst tests for prompt block, banned-phrase rejection, accepted copy, and fallback issue reporting (`scripts/lib/ai-runtime/__tests__/trend-analyst.test.ts`) * [x] T016 \[S2901] Update topic-quality tests for engagement-farm downrank and useful tutorial non-regression (`scripts/lib/ai-runtime/__tests__/topic-quality.test.ts`) * [x] T017 \[S2901] Run focused Trend Finder unit tests for analyst and topic-quality behavior (`package.json`) * [x] T018 \[S2901] Validate ASCII encoding and review diffs for no schema, payload, or source-activation drift (`.spec_system/specs/phase29-session01-editorial-quick-wins/tasks.md`) *** ## Completion Checklist Before marking session complete: * [x] All tasks marked `[x]` * [x] All tests passing * [x] All files ASCII-encoded * [x] implementation-notes.md updated * [x] Ready for the validate workflow step *** ## Next Steps Run the validate workflow step to verify session completeness. --- # Agent Instructions This documentation is published with GitBook. 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