FN-6721: estimate productivity hours saved
Estimate human hours saved from productivity LOC analytics and expose it consistently. - Add a shared human-lines-per-hour conversion and hoursSaved summary to productivity analytics. - Show human hours saved in the Command Center productivity area with unavailable-state handling. - Include hoursSaved in productivity CSV exports, docs, tests, and the release changeset. Files changed: .changeset/fuzzy-productivity-hours.md | 5 ++++ docs/architecture.md | 4 +-- docs/storage.md | 4 +-- .../src/__tests__/productivity-analytics.test.ts | 29 ++++++++++++++++------ packages/core/src/index.ts | 3 ++- packages/core/src/productivity-analytics.ts | 28 +++++++++++++++++++-- .../command-center/areas/ProductivityArea.tsx | 24 ++++++++++++++++++ .../command-center/areas/__tests__/areas.test.tsx | 9 ++++++- .../src/__tests__/command-center-csv.test.ts | 29 +++++++++++++++++++++- .../register-command-center-routes.test.ts | 1 + packages/dashboard/src/command-center-csv.ts | 1 + 11 files changed, 120 insertions(+), 17 deletions(-) Fusion-Task-Id: FN-6721 Fusion-Task-Lineage: 80114bfc-7d7f-4659-983a-9488660e5f0f
This commit is contained in:
gsxdsm
5
.changeset/fuzzy-productivity-hours.md
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5
.changeset/fuzzy-productivity-hours.md
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@@ -0,0 +1,5 @@
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---
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"@runfusion/fusion": minor
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---
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Add estimated human hours saved to Command Center Productivity analytics, UI stats, and CSV exports.
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@@ -856,7 +856,7 @@ Operator setup + troubleshooting guide: **[Remote Access runbook](./remote-acces
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Key server capabilities:
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- REST APIs for tasks, git, GitHub, agents, missions, planning, automations/routines, settings
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- System stats snapshot and vitest process controls APIs (`GET /api/system-stats`, `POST /api/kill-vitest`) exposing dashboard process/system telemetry (including app CPU percentage and host memory rendered as numeric values, radial gauges, and trend sparklines in the Command Center System area), task/agent aggregates, and manual vitest process termination
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- Command Center analytics APIs (`GET /api/command-center/tokens`, `/tools`, `/activity`, `/productivity`, `/team`, `/github`, `/signals`, `/plugin-activations`, `/live`) are project-scoped dashboard routes. `/productivity` reads Lines changed from nullable `task_commit_associations.additions`/`deletions` merge-time diff stats and keeps the unavailable sentinel when no in-range association has stats. `/signals` aggregates real local `incidents` rows for total/open/resolved counts, MTTR, and source/severity/status breakdowns and returns honest empty/unavailable sentinels instead of synthetic signal volume. `/plugin-activations` aggregates persisted plugin/extension load events for the selected range and returns unavailable when no rows exist instead of treating missing history as zero activations.
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- Command Center analytics APIs (`GET /api/command-center/tokens`, `/tools`, `/activity`, `/productivity`, `/team`, `/github`, `/signals`, `/plugin-activations`, `/live`) are project-scoped dashboard routes. `/productivity` reads Lines changed from nullable `task_commit_associations.additions`/`deletions` merge-time diff stats, derives estimated `hoursSaved` from that LOC via the exported `HUMAN_LINES_PER_HOUR` rate, and keeps the unavailable sentinel for both fields when no in-range association has stats. `/signals` aggregates real local `incidents` rows for total/open/resolved counts, MTTR, and source/severity/status breakdowns and returns honest empty/unavailable sentinels instead of synthetic signal volume. `/plugin-activations` aggregates persisted plugin/extension load events for the selected range and returns unavailable when no rows exist instead of treating missing history as zero activations.
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- Remote access APIs (`/api/remote/*`) for provider config, activation, tunnel lifecycle, status, token issuance, authenticated URL generation, and QR payload generation
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- Operational runbook (prereqs/security/troubleshooting): [`docs/remote-access.md`](./remote-access.md)
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- `/api/remote/tunnel/start`, `/api/remote/tunnel/stop`, and `/api/remote/tunnel/kill-external` cover tunnel lifecycle and external funnel cleanup.
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@@ -1459,7 +1459,7 @@ Dashboard session-diff route registration (`packages/dashboard/src/routes/regist
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- `legacy` = recovered via legacy task-id/subject matching
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- `ambiguous` = manual reconciliation where historical task-id attribution could be misleading
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Commit associations also carry optional `additions`/`deletions` shortstat counts captured by merge paths. These nullable fields are the Command Center Productivity LOC source: analytics sum additions + deletions only when at least one in-range row has stats, and preserve the `—` unavailable sentinel when all matching rows are `NULL` so unknown historical data is never rendered as `0`.
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Commit associations also carry optional `additions`/`deletions` shortstat counts captured by merge paths. These nullable fields are the Command Center Productivity LOC source: analytics sum additions + deletions only when at least one in-range row has stats, derive estimated human hours saved as `round((additions + deletions) / HUMAN_LINES_PER_HOUR, 1)`, and preserve the `—` unavailable sentinel for both LOC and hours saved when all matching rows are `NULL` so unknown historical data is never rendered as `0`. The hours-saved field is a conservative estimate, not exact time tracking.
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### Done-task files-changed sources of truth
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@@ -392,11 +392,11 @@ The `tasks.sourceIssueClosedAt` column (migration 122) backs `TaskSourceIssue.cl
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The `tasks.tokenUsage*` columns store cumulative per-task token usage for analytics. `tokenUsageModelProvider` and `tokenUsageModelId` are analytics-only snapshots of the actually-used runtime model recorded when usage is accumulated; they let Command Center group and price resolved-via-settings usage by provider/model without writing the task-level `modelProvider` / `modelId` own-model override fields that control future model resolution. Cost attribution reads the snapshot first and falls back to the legacy own-model columns for pre-snapshot rows.
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The `task_commit_associations.additions` and `task_commit_associations.deletions` columns (migration 123) store nullable merge-time git shortstat counts for the associated commit. Command Center Productivity uses `SUM(additions + deletions)` as the Lines changed source when at least one in-range association has non-null stats. `NULL` means stats were unknown or unavailable for that association, not zero; ranges with no non-null stats keep the unavailable `—` sentinel instead of reporting `0`.
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The `task_commit_associations.additions` and `task_commit_associations.deletions` columns (migration 123) store nullable merge-time git shortstat counts for the associated commit. Command Center Productivity uses `SUM(additions + deletions)` as the Lines changed source when at least one in-range association has non-null stats, then derives estimated `hoursSaved` as `round(loc / HUMAN_LINES_PER_HOUR, 1)`. `NULL` means stats were unknown or unavailable for that association, not zero; ranges with no non-null stats keep the unavailable `—` sentinel for both LOC and hours saved instead of reporting `0`.
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| `config` | Single-row project configuration (`nextId`, settings payload, workflow step counters). |
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| `workflow_steps` | Workflow step definitions (`prompt`/`script`) with phase, template metadata, and model overrides. |
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| `activityLog` | Per-project activity/event log with timestamp/type/task indexes. |
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| `task_commit_associations` | Commit-to-task-lineage associations for canonical and legacy landed-commit attribution. Includes nullable `additions`/`deletions` diff-stat columns captured at merge time for Command Center Productivity LOC; `NULL` means stats unknown, not zero. |
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| `task_commit_associations` | Commit-to-task-lineage associations for canonical and legacy landed-commit attribution. Includes nullable `additions`/`deletions` diff-stat columns captured at merge time for Command Center Productivity LOC and derived estimated `hoursSaved`; `NULL` means stats unknown, not zero. |
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| `archivedTasks` | Archived task snapshots (compact JSON payload + archive timestamp). |
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| `automations` | Scheduled automation definitions, run state, and run history. |
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| `agents` | Agent registry/state/task assignment metadata. |
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@@ -5,7 +5,7 @@ import { join } from "node:path";
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import { tmpdir } from "node:os";
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import { Database } from "../db.js";
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import { aggregateProductivityAnalytics } from "../productivity-analytics.js";
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import { aggregateProductivityAnalytics, HUMAN_LINES_PER_HOUR } from "../productivity-analytics.js";
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function insertTaskWithFiles(db: Database, id: string, files: string[], updatedAt: string): void {
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db.prepare(
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@@ -86,19 +86,24 @@ describe("productivity-analytics", () => {
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const result = aggregateProductivityAnalytics(db, {});
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expect(result.loc).toEqual({ value: null, unavailable: true });
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expect(result.loc.value).not.toBe(0);
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expect(result.hoursSaved).toEqual({ value: null, unavailable: true });
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expect(result.hoursSaved.value).not.toBe(0);
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});
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it("sums additions and deletions into LOC when commit stats exist", () => {
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it("sums additions and deletions into LOC and derives estimated hours saved when commit stats exist", () => {
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insertCommit(db, "c1", "sha1", "2026-03-01T00:00:00.000Z", { additions: 10, deletions: 5 });
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insertCommit(db, "c2", "sha2", "2026-03-02T00:00:00.000Z", { additions: 3, deletions: 2 });
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insertCommit(db, "c-old", "sha-old", "2025-01-01T00:00:00.000Z", { additions: 100, deletions: 100 });
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const result = aggregateProductivityAnalytics(db, { from: "2026-03-01T00:00:00.000Z", to: "2026-03-31T00:00:00.000Z" });
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expect(result.commits).toBe(2);
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expect(result.loc).toEqual({ value: 20, unavailable: false });
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expect(result.commits).toBe(1);
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expect(result.loc).toEqual({ value: 15, unavailable: false });
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expect(result.hoursSaved).toEqual({
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value: Math.round((15 / HUMAN_LINES_PER_HOUR) * 10) / 10,
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unavailable: false,
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});
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});
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it("keeps the LOC sentinel when in-range commit rows have only null stats", () => {
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it("keeps the LOC and hours-saved sentinels when in-range commit rows have only null stats", () => {
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insertCommit(db, "c1", "sha1", "2026-03-01T00:00:00.000Z");
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insertCommit(db, "c2", "sha2", "2026-03-02T00:00:00.000Z", { additions: null, deletions: null });
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@@ -106,9 +111,11 @@ describe("productivity-analytics", () => {
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expect(result.commits).toBe(2);
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expect(result.loc).toEqual({ value: null, unavailable: true });
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expect(result.loc.value).not.toBe(0);
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expect(result.hoursSaved).toEqual({ value: null, unavailable: true });
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expect(result.hoursSaved.value).not.toBe(0);
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});
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it("sums only valued LOC rows while allowing partial commit-stat coverage", () => {
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it("sums only valued LOC rows and hours saved while allowing partial commit-stat coverage", () => {
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insertCommit(db, "c-null", "sha-null", "2026-03-01T00:00:00.000Z");
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insertCommit(db, "c-additions", "sha-additions", "2026-03-02T00:00:00.000Z", { additions: 7 });
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insertCommit(db, "c-deletions", "sha-deletions", "2026-03-03T00:00:00.000Z", { deletions: 4 });
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@@ -116,6 +123,10 @@ describe("productivity-analytics", () => {
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const result = aggregateProductivityAnalytics(db, { from: "2026-03-01T00:00:00.000Z", to: "2026-03-31T00:00:00.000Z" });
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expect(result.commits).toBe(3);
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expect(result.loc).toEqual({ value: 11, unavailable: false });
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expect(result.hoursSaved).toEqual({
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value: Math.round((11 / HUMAN_LINES_PER_HOUR) * 10) / 10,
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unavailable: false,
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});
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});
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it("empty range returns zeroed structures, not nulls", () => {
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@@ -128,8 +139,10 @@ describe("productivity-analytics", () => {
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expect(result.byLanguage).toEqual([]);
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expect(result.commits).toBe(0);
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expect(result.pullRequests).toBe(0);
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// LOC unavailable regardless of range
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// LOC and derived hours are unavailable regardless of range.
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expect(result.loc).toEqual({ value: null, unavailable: true });
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expect(result.hoursSaved).toEqual({ value: null, unavailable: true });
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expect(result.hoursSaved.value).not.toBe(0);
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});
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it("includes a boundary task exactly at `from`", () => {
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@@ -571,12 +571,13 @@ export type {
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MttrSummary,
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MonitorMetrics,
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} from "./activity-analytics.js";
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export { aggregateProductivityAnalytics } from "./productivity-analytics.js";
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export { aggregateProductivityAnalytics, HUMAN_LINES_PER_HOUR } from "./productivity-analytics.js";
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export type {
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ProductivityAnalytics,
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ProductivityAnalyticsQuery,
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LanguageCount,
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LocSummary,
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HoursSavedSummary,
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} from "./productivity-analytics.js";
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export { aggregatePluginActivations } from "./plugin-activation-analytics.js";
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export type {
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@@ -3,7 +3,8 @@ import type { Database } from "./db.js";
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/**
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* Productivity analytics: files modified (count + language distribution) from
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* `tasks.modifiedFiles`, commit associations from `task_commit_associations`,
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* pull requests from `pull_requests`, and LOC from merge-time commit diff stats.
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* pull requests from `pull_requests`, LOC from merge-time commit diff stats,
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* and estimated human hours saved derived from the same LOC source.
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*
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* **LOC availability.** Fusion persists nullable `additions`/`deletions` on
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* `task_commit_associations` when merge paths can capture git shortstat output.
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@@ -11,13 +12,20 @@ import type { Database } from "./db.js";
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* has non-null stats. If the range has no recorded stats, the documented
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* unavailable sentinel — `{ value: null, unavailable: true }` — is preserved,
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* **never `0`**, so missing historical data is not mistaken for "zero lines
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* changed".
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* changed". Human-hours-saved uses the same sentinel because it is a
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* conservative estimate over real LOC rather than an independent data source.
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*
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* Inclusivity: `from`/`to` bounds are inclusive. Tasks are filtered by
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* `updatedAt` (the last time the task — and therefore its modifiedFiles — was
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* touched); commit associations by `authoredAt`; PRs by `createdAt`.
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*/
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/*
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FNXC:CommandCenterProductivity 2026-06-19-12:00:
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Human hours saved is intentionally a rough headline estimate from already-aggregated changed LOC. Use one conservative exported rate so dashboards, CSV exports, and docs can cite the same assumption without adding a new data source or implying precision.
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*/
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export const HUMAN_LINES_PER_HOUR = 15;
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export interface ProductivityAnalyticsQuery {
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/** ISO-8601 lower bound (inclusive). */
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from?: string;
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@@ -41,6 +49,16 @@ export interface LocSummary {
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unavailable: boolean;
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}
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/**
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* Estimated human hours saved. `value` is an estimate in hours. It is null and
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* `unavailable` true when the underlying LOC source is unavailable — never `0`
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* for unknown data.
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*/
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export interface HoursSavedSummary {
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value: number | null;
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unavailable: boolean;
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}
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export interface ProductivityAnalytics {
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from: string | null;
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to: string | null;
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@@ -54,6 +72,8 @@ export interface ProductivityAnalytics {
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pullRequests: number;
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/** LOC from commit association diff stats when at least one in-range row has stats. */
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loc: LocSummary;
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/** Estimated human-hours equivalent derived from `loc` when LOC is available. */
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hoursSaved: HoursSavedSummary;
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}
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interface CountRow {
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@@ -157,6 +177,9 @@ export function aggregateProductivityAnalytics(
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const loc: LocSummary = commitStats.statsRows > 0
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? { value: (commitStats.additions ?? 0) + (commitStats.deletions ?? 0), unavailable: false }
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: { value: null, unavailable: true };
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const hoursSaved: HoursSavedSummary = loc.unavailable || loc.value === null
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? { value: null, unavailable: true }
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: { value: Math.round((loc.value / HUMAN_LINES_PER_HOUR) * 10) / 10, unavailable: false };
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// Pull requests. `pull_requests.createdAt` is an INTEGER epoch-ms column, so
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// convert the ISO bounds to epoch ms for comparison.
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@@ -185,5 +208,6 @@ export function aggregateProductivityAnalytics(
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commits,
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pullRequests,
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loc,
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hoursSaved,
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};
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}
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@@ -25,6 +25,9 @@ ProductivityAnalytics exposes a categorical language distribution but no per-day
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*
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* FNXC:CommandCenter 2026-06-19-00:00:
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* FN-6704 owns real commit diff-stat capture for LOC. Keep this sentinel honest until a persisted additions/deletions source exists; do not backfill with modified-file counts or any other proxy.
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*
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* FNXC:CommandCenterProductivity 2026-06-19-12:00:
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* Human hours saved is a derived estimate from LOC. It must render the unavailable "—" sentinel, never 0, when LOC is unavailable and stay visibly labeled as an estimate rather than exact accounting.
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*/
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export function ProductivityArea({ range }: { range: DateRange }) {
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const { t } = useTranslation("app");
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@@ -57,6 +60,7 @@ export function ProductivityArea({ range }: { range: DateRange }) {
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(data.modifiedFiles === 0 && data.commits === 0 && data.pullRequests === 0);
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const locUnavailable = !data || data.loc.unavailable || data.loc.value === null;
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const hoursSavedUnavailable = !data || data.hoursSaved.unavailable || data.hoursSaved.value === null;
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return (
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<AreaShell testId="productivity" isLoading={isLoading} error={error} isEmpty={isEmpty}>
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@@ -71,6 +75,26 @@ export function ProductivityArea({ range }: { range: DateRange }) {
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<div className="cc-stat-label">{t("commandCenter.productivity.pullRequests", "Pull requests")}</div>
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<div className="cc-stat-value">{formatCount(data?.pullRequests ?? 0)}</div>
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</div>
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<div className="card cc-stat-card" data-testid="cc-productivity-hours-saved">
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<div className="cc-stat-label">{t("commandCenter.productivity.hoursSaved", "Human hours saved")}</div>
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<div className="cc-stat-value">
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{hoursSavedUnavailable ? (
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<span
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className="cc-unavailable"
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title={t(
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"commandCenter.productivity.hoursSavedUnavailable",
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"Estimated human hours saved is unavailable until commit diff stats exist",
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)}
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data-testid="cc-productivity-hours-saved-unavailable"
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>
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—
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</span>
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) : (
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formatCount(data.hoursSaved.value ?? 0)
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)}
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</div>
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<span className="cc-stat-sub">{t("commandCenter.productivity.hoursSavedEstimate", "estimate from lines changed")}</span>
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</div>
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</div>
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</div>
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@@ -777,7 +777,7 @@ describe("ToolsArea", () => {
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});
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describe("ProductivityArea", () => {
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it("renders unavailable LOC as the dash sentinel, never 0 and keeps chart geometry finite", async () => {
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it("renders unavailable LOC and hours saved as dash sentinels, never 0 and keeps chart geometry finite", async () => {
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apiMock.mockResolvedValue({
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from: "2026-06-08",
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to: null,
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@@ -786,12 +786,17 @@ describe("ProductivityArea", () => {
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commits: 4,
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pullRequests: 2,
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loc: { value: null, unavailable: true },
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hoursSaved: { value: null, unavailable: true },
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});
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render(<ProductivityArea range={range7d} />);
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await screen.findByTestId("cc-area-productivity");
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const loc = screen.getByTestId("cc-productivity-loc-unavailable");
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expect(loc.textContent).toBe("—");
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expect(loc.getAttribute("title")).toBeTruthy();
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const hoursSaved = screen.getByTestId("cc-productivity-hours-saved-unavailable");
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expect(hoursSaved.textContent).toBe("—");
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expect(hoursSaved.getAttribute("title")).toBeTruthy();
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expect(screen.getByTestId("cc-productivity-hours-saved").textContent).not.toContain("0");
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// The commits outcome counter still shows a real number.
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expect(screen.getByTestId("cc-productivity-commits").textContent).toContain("4");
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expect(screen.getByRole("list", { name: "Files by language" })).toBeTruthy();
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@@ -809,6 +814,7 @@ describe("ProductivityArea", () => {
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commits: 0,
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pullRequests: 0,
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loc: { value: null, unavailable: true },
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hoursSaved: { value: null, unavailable: true },
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});
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const { unmount } = render(<ProductivityArea range={range7d} />);
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await screen.findByTestId("cc-area-productivity-empty");
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@@ -837,6 +843,7 @@ describe("ProductivityArea", () => {
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commits: 0,
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pullRequests: 0,
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loc: { value: null, unavailable: true },
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hoursSaved: { value: null, unavailable: true },
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});
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render(<ProductivityArea range={range7d} />);
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@@ -5,9 +5,10 @@ import {
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serializeCsv,
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tokenAnalyticsToTable,
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activityAnalyticsToTable,
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productivityAnalyticsToTable,
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type CsvTable,
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} from "../command-center-csv.js";
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import type { ActivityAnalytics, TokenAnalytics } from "@fusion/core";
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import type { ActivityAnalytics, ProductivityAnalytics, TokenAnalytics } from "@fusion/core";
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describe("serializeCsv (RFC-4180)", () => {
|
||||
it("emits a header row and CRLF-terminated records", () => {
|
||||
@@ -91,6 +92,32 @@ describe("activityAnalyticsToTable", () => {
|
||||
});
|
||||
});
|
||||
|
||||
describe("productivityAnalyticsToTable", () => {
|
||||
function result(hoursSaved: ProductivityAnalytics["hoursSaved"]): ProductivityAnalytics {
|
||||
return {
|
||||
from: null,
|
||||
to: null,
|
||||
modifiedFiles: 2,
|
||||
byLanguage: [{ language: "ts", count: 2 }],
|
||||
commits: 1,
|
||||
pullRequests: 1,
|
||||
loc: hoursSaved.unavailable ? { value: null, unavailable: true } : { value: 15, unavailable: false },
|
||||
hoursSaved,
|
||||
};
|
||||
}
|
||||
|
||||
it("exports hours saved and preserves the unavailable sentinel as an empty cell", () => {
|
||||
expect(productivityAnalyticsToTable(result({ value: null, unavailable: true })).rows).toContainEqual([
|
||||
"hoursSaved",
|
||||
"",
|
||||
]);
|
||||
expect(productivityAnalyticsToTable(result({ value: 1, unavailable: false })).rows).toContainEqual([
|
||||
"hoursSaved",
|
||||
1,
|
||||
]);
|
||||
});
|
||||
});
|
||||
|
||||
describe("tokenAnalyticsToTable", () => {
|
||||
function emptyResult(): TokenAnalytics {
|
||||
return {
|
||||
|
||||
@@ -310,6 +310,7 @@ describe("register-command-center-routes", () => {
|
||||
const prod = await request(app, "GET", `/api/command-center/productivity?${range}&projectId=proj-a`);
|
||||
expect(prod.status).toBe(200);
|
||||
expect(prod.body).toHaveProperty("loc");
|
||||
expect(prod.body).toHaveProperty("hoursSaved");
|
||||
expect(prod.body).toHaveProperty("byLanguage");
|
||||
|
||||
seedGithubIssueMetrics(dbA, { prefix: "FN-A", repo: "acme/alpha", filed: 2, fixed: 1 });
|
||||
|
||||
@@ -173,6 +173,7 @@ export function productivityAnalyticsToTable(
|
||||
rows.push(["commits", result.commits]);
|
||||
rows.push(["pullRequests", result.pullRequests]);
|
||||
rows.push(["loc", result.loc.value ?? ""]);
|
||||
rows.push(["hoursSaved", result.hoursSaved.value ?? ""]);
|
||||
return { header, rows };
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user