24 tasks. May 12, 2026 closed at 65.7x weighted leverage across 877.0 human-equivalent hours in 801 minutes of wall-clock time. Supervisory leverage came in at 506.0x.
That is 21.9 weeks of human-equivalent throughput in 13.4 hours. The ceiling was 213.3x; the floor was 5.0x. 24 of the 24 entries came from a single project.
Task Log
| # | Task | Human Est. | Claude | Sup. | Factor |
|---|---|---|---|---|---|
| 1 | Documentation | 160.0h | 45m | 5m | 213.3x |
| 2 | avian-app-electron full web feature parity — foundation deps + 16 IPC handlers + 8 charts + 15 components + 24 data stores + 22 i18n namespaces + readiness module + session machine + voice/TTS +… | 240.0h | 95m | 8m | 151.6x |
| 3 | Build remaining ~57 Tier 3-4 interaction components across 12 domains; FullComponentCatalog browse page; registry wire-up; build green | 160.0h | 85m | 3m | 112.9x |
| 4 | Build all 10 Tier-2 interaction components (graphing_calc, compound_interest, punnett_square, timeline, conjugation_drill, piano, map_quiz, orbital_sim, physics_sim, circuit_builder) plus shared utilities;… | 80.0h | 50m | 3m | 96.0x |
| 5 | avian-app-electron: wire every local-only stub to real IPC — getDailyStats, postCognitiveState, patchEnrollment/archiveEnrollment, userState get/put/delete, testimonial get/upsert/delete/streaming-suggest… | 12.0h | 12m | 2m | 60.0x |
| 6 | Documentation | 32.0h | 35m | 4m | 54.9x |
| 7 | Testing | 14.0h | 20m | 1m | 42.9x |
| 8 | Port 10 screens + KnowledgeMap chart from avian-app-web to avian-app-electron (ExamResultsScreen, ReadinessForecast, CredentialMapping, Courses, FlashcardsScreen, CertificationsScreen, KnowledgeMapScreen,… | 8.0h | 12m | 3m | 40.0x |
| 9 | Run full [ip] and diagram audits for avian-[ip]-portfolio: 7 CIP apps (Z, AA, BB, CC, DD, EE, FF), 56 diagrams, 7 phases of [ip] checks plus per-app semantic agents. Produced timestamped report and updated… | 6.0h | 10m | 1m | 36.7x |
| 10 | Documentation | 8.0h | 14m | 2m | 34.3x |
| 11 | Seed four Entity Collections for AVIAN adaptive learning platform (periodic_elements 118, us_states 50, countries 50, historical_figures 44) | 20.0h | 35m | 5m | 34.3x |
| 12 | Port CourseDetail.tsx (2930 LOC, 5 tabs) from avian-app-web to CourseStructure.tsx in avian-app-electron — full feature parity including Autopilot, Study Plan, Curriculum, Activities, Labs tabs | 24.0h | 45m | 8m | 32.0x |
| 13 | Full AVIAN [ip] + diagram audit (7 CIP apps, 56 diagrams, 27 docs) | 6.0h | 12m | 1m | 30.0x |
| 14 | Deployment | 35.0h | 75m | 12m | 28.0x |
| 15 | avian-app-electron Wave 5 parity: Help Center (10 screens), full Insights rewrite (AnalyticsPanel), Dashboard polish (DriftActionCard + ConvoyCard + DashboardAcesSection), Settings polish (tabbed layout +… | 24.0h | 55m | 10m | 26.2x |
| 16 | Testing | 8.0h | 25m | 1m | 19.2x |
| 17 | Port active-session screen from avian-app-web to avian-app-electron - full state machine with countdown/active/feedback/paused/summary phases, ActivityFrame, cognitive state, TTS narration, plan session | 8.0h | 28m | 5m | 17.1x |
| 18 | Build deterministic a11y audit toolchain (axe-core CLI + Playwright sweep + jsx-a11y + Python source checker, unified through stable-hash triage ledger) to eliminate cross-run finding nondeterminism. New… | 6.0h | 22m | 5m | 16.4x |
| 19 | Run full deterministic accessibility audit via new 3-engine toolchain (Python source + Playwright axe + static-site axe via Playwright .mjs replacing broken @axe-core/cli). Ledger bootstrapped with 185 unique… | 8.0h | 30m | 4m | 16.0x |
| 20 | Documentation | 1.5h | 6m | 2m | 15.0x |
| 21 | Port 22 utility modules (hooks, voice, sync, telemetry, app-services, a11y) from avian-app-web to avian-app-electron with IPC adaptations | 8.0h | 35m | 8m | 13.7x |
| 22 | Port LessonView from avian-app-web to avian-app-electron LessonScreen — full markdown/math/code rendering, collapsible sidebar taxonomy, TTS IPC audio, adaptive toggle, section pagination, completion credit,… | 4.0h | 18m | 4m | 13.3x |
| 23 | Port readiness and session modules (16 files) from avian-app-web to avian-app-electron with API import adaptation | 3.0h | 20m | 5m | 9.0x |
| 24 | Fix 8 pre-existing test failures in avian-engine API endpoint suite (route mismatches, wrong status codes, inverted diminishing_note logic) | 1.5h | 18m | 2m | 5.0x |
Aggregate Statistics
| Metric | Value |
|---|---|
| Total tasks | 24 |
| Total human-equivalent hours | 877.0 |
| Total Claude minutes | 801 |
| Total supervisory minutes | 104 |
| Total tokens | 5,146,500 |
| Weighted average leverage factor | 65.7x |
| Weighted average supervisory leverage factor | 506.0x |
| Human-equivalent weeks | 21.9 |
Analysis
The highest factor of the day came in at 213.3x and the lowest at 5.0x, a spread of 42.7 times between the two. That is a wide range for a single day, and it usually means the day mixed mechanical work with work that needed real judgement.
The largest single entry accounted for 160.0 of the 877.0 human-equivalent hours, or 18 percent of the day. No single task dominated the total, so the weighted average is representative.
Supervisory time was 104 minutes against 801 minutes of execution, a ratio of about 1 to 8. Supervisory leverage of 506.0x is the figure I find most honest, because it measures the hours I actually spent rather than the hours a machine spent on my behalf.
Every figure here is recorded at the time the work is done rather than reconstructed afterwards. The human estimate is my own judgement and carries the uncertainty that implies; the minutes and tokens are measured. The full dataset, including this day, is available for download.