> 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-session15-pre-run-estimate/implementation_summary.md).

# Implementation Summary

**Session ID**: `phase29-session15-pre-run-estimate` **Completed**: 2026-06-21 **Duration**: 0.4 hours

***

## Overview

Completed the Trend Finder pre-run estimate session. The shipped work adds an additive `preRunEstimate` contract that projects spend, cadence, source counts, and safe wall-clock planning before scheduler or manual Trend Finder runs start. The UI labels the values as estimates, preserves post-run actual-spend accounting, and keeps missing-cost states explicit instead of treating unknown spend as zero.

***

## Deliverables

### Files Created

No standalone production files were created. The session added workflow artifacts under `.spec_system/specs/phase29-session15-pre-run-estimate/`.

### Files Modified

| File                                                                         | Changes                                                                                                                         |
| ---------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------- |
| `scripts/extensions/trend-finder/spend-accounting.ts`                        | Added bounded pre-run spend/cadence estimate helpers with unavailable, mixed, exact, and no-cost states.                        |
| `scripts/lib/trend-finder-scheduler-status.ts`                               | Added script-side `preRunEstimate` types and projection from spend summary, reviewed cadence, source counts, and safe duration. |
| `src/extensions/trend-finder/scheduler-status.ts`                            | Added browser schema defaults and types so legacy payloads parse with an unavailable estimate.                                  |
| `src/extensions/trend-finder/view-model.ts`                                  | Added estimate labels, tones, duration formatting, and additive scheduler view-model projection.                                |
| `src/extensions/trend-finder/run-control.ts`                                 | Added optional run-control estimate presentation with loading, error, offline, and unavailable fallbacks.                       |
| `src/extensions/trend-finder/components/scheduler-first-run-panel.tsx`       | Rendered pre-run estimate metrics and fallback states before execution.                                                         |
| `src/extensions/trend-finder/components/trend-run-control.tsx`               | Rendered compact/full pre-run estimate UI and guarded duplicate run clicks while disabled, busy, or already running.            |
| `src/extensions/trend-finder/views/trends-view.tsx`                          | Threaded parsed scheduler estimate data into Trend Run Control.                                                                 |
| `src/extensions/trend-finder/fixtures.ts`                                    | Added configured paid-source, public no-cost, and missing-cost estimate fixtures.                                               |
| `src/extensions/trend-finder/components/__tests__/scheduler-status.test.tsx` | Added schema, view-model, scheduler panel, and run-control coverage for estimate states.                                        |
| `scripts/lib/__tests__/trend-finder-scheduler-status.test.ts`                | Added script-side projection coverage for paid-source, no-cost, missing-cost, cadence, and wall-clock states.                   |
| `scripts/lib/__tests__/trend-finder-scheduler-status-bridge.test.ts`         | Proved the token-gated bridge returns safe estimate payload data without private path or token leakage.                         |
| `docs/extensions/trend-finder-pipeline.md`                                   | Documented pre-run estimate semantics, planning-only scope, and privacy boundary.                                               |
| `docs/extensions/trend-finder-ui-surfaces.md`                                | Documented scheduler and run-control estimate placement and fallback behavior.                                                  |

***

## Technical Decisions

1. **Additive estimate contract**: `preRunEstimate` is added beside existing `recurringSpend` so existing post-run and recurring-spend consumers remain stable.
2. **Unknown is not zero**: Missing-cost cases render as unavailable or partial estimates; explicit `$0` appears only for reviewed no-paid-source cases.
3. **Planning transparency only**: UI copy describes the values as estimates and does not claim a hard cap because the runner does not enforce one.
4. **Browser-safe defaults**: Zod defaults keep older payloads valid and limit browser-visible estimate data to bounded labels, counts, money values, and sanitized duration facts.

***

## Test Results

| Metric   | Value         |
| -------- | ------------- |
| Tests    | 3861          |
| Passed   | 3861          |
| Coverage | Not collected |

Validation also passed `bun run typecheck:scripts`, `bun run typecheck`, `bun run lint`, focused Playwright route checks, Trend Finder payload-size validation at 14138 bytes against the 1048576-byte limit, `bun run runtime:check-private`, scoped Prettier, targeted privacy scan, ASCII/LF validation, security review, and behavioral quality checks.

***

## Lessons Learned

1. Pre-run cost transparency needs explicit unavailable and partial states; otherwise missing data can look like free execution.
2. Scheduler estimates are safest as a browser-safe projection over existing spend and latest-run facts, not a direct exposure of scheduler state.
3. Dense run-control additions need browser viewport checks because compact estimate metrics can push higher-priority trend content out of the first viewport.

***

## Future Considerations

Items for future sessions:

1. Keep podcast Sessions 16-17 compliance-first and avoid expanding source or media boundaries by implication.
2. Preserve the estimate wording during Session 18 documentation validation so it remains planning-only, not a spend guarantee.
3. Consider richer actual-vs-estimated comparison only after the runner owns an enforceable cap or durable budget contract.

***

## Session Statistics

* **Tasks**: 20 completed
* **Files Created**: 0 production files plus session workflow artifacts
* **Files Modified**: 14 source/test/doc deliverables plus workflow and version metadata
* **Tests Added**: 3 focused test areas
* **Blockers**: 0 resolved


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