mode	--timeline
target	laris-co/volt-oracle
timestamp	2026-05-07 13:36 +07
trigger	nazt_ Discord — "เดี๋ยวจะเขียน report สรุปว่าทำอะไรมาแล้วบ้าง"
sources	git log (--all), ψ/memory/{learnings,retrospectives,traces,handoffs}, raw/*.md
authority	high (commit hashes + ψ frozen records)

Time-Travel Timeline — Volt Oracle (genesis → 2026-05-07)

Genesis — Volt born (Jan 23, 2026)

Date	Event	Source
2026-01-23 16:36	Volt awakening ritual — theme: lightning/electricity, human: Nat & Ampere	`ψ/memory/retrospectives/2026-01/23/16.36_volt-awakening-ritual.md`
2026-01-23	Electricity metaphor mapped to 5 Oracle principles	`ψ/memory/learnings/2026-01-23_electricity-metaphor-oracle-philosophy-alignment.md`
2026-01-24	Solar roof PoC + Earth Engine — first solar work	`ψ/inbox/handoff/2026-01-24_19-00_solar-roof-poc-complete.md`
2026-01-24	Geospatial PoC caching strategy	`ψ/memory/learnings/2026-01-24_geospatial-poc-caching-strategy.md`

Phase A — C40 contract + ML papers (Feb 4–11, 2026)

Date	Event	Source
2026-02-04	Solar methodology handoff to TingTing	`ψ/inbox/handoff/2026-02-04_15-06_solar-methodology-tingting.md`
2026-02-10	C40 Bangkok Rooftop Solar Study contract WON	`ψ/memory/learnings/2026-02-10_c40-bangkok-rooftop-solar-study-contract-won.md`
2026-02-10	YOLOv8 + DCE-YOLO papers studied	`ψ/memory/learnings/2026-02-10_paper-{yolov8,dce-yolo}-*.md`
2026-02-10	PMTiles MVT spatial join patterns	`ψ/memory/learnings/2026-02-10_pmtiles-mvt-extraction-spatial-join-patterns.md`
2026-02-10	C40 contract pipeline slides	`ψ/inbox/handoff/2026-02-10_18-22_c40-contract-pipeline-slides.md`
2026-02-10	Production MapLibre PMTiles	`ψ/inbox/handoff/2026-02-10_19-20_production-maplibre-pmtiles.md`
2026-02-10	R2 deploy ML overlay 3D	`ψ/inbox/handoff/2026-02-10_19-45_r2-deploy-ml-overlay-3d-next.md`
2026-02-10	PV detection viz + ML research	`ψ/inbox/handoff/2026-02-10_21-12_pv-detection-viz-and-ml-research.md`
2026-02-10	Full scan + deep learn 13 repos	`ψ/inbox/handoff/2026-02-10_22-08_full-scan-and-deep-learn-13-repos.md`
2026-02-11 01:50	Seg integration + panel shapes	`ψ/inbox/handoff/2026-02-11_01-50_seg-integration-and-panel-shapes.md`
2026-02-11 01:42	`solar-panels-seg.geojson` (57,170 panels) committed	`6e61dd3` (LFS, 161 MB)
2026-02-11 21:24	31,249 buildings — `building_solar_join.py` spatial join produced	`6f8f992`, `ψ/memory/traces/2026-02-11/2137_map-pipeline-ml-results.md`
2026-02-11 22:01	MEA data district matching	`ψ/inbox/handoff/2026-02-11_22-01_mea-data-district-matching.md`

Phase B — BMA Kickoff + Slides (Feb 12 → Mar 2)

Date	Event	Source
2026-02-12 22:40	BMA + ARKKRA kickoff meeting (C40-BMA project formal start)	`ψ/memory/logs/info/2026-02-12_22-40_c40-bma-kickoff-meeting.md`
2026-02-12	C40 kickoff slide conversation map	`ψ/memory/logs/info/2026-02-12_c40-kickoff-slide-conversation-map.md`
2026-02-12	BMA meeting slides + C40 kickoff handoff	`ψ/inbox/handoff/2026-02-12_23-10_bma-meeting-slides-and-c40-kickoff.md`
2026-02-28	Cross-reference transcripts vs source docs (lesson)	`ψ/memory/learnings/2026-02-28_cross-reference-transcripts-with-source-docs.md`
2026-02-28	LINE chat exports = primary intelligence (lesson)	`ψ/memory/learnings/2026-02-28_line-chat-exports-are-primary-intelligence-info.md`
2026-02-28	Multi-agent research team pattern (5 specialists)	`ψ/memory/learnings/2026-02-28_multi-agent-research-team-pattern-deploy-5-specia.md`
2026-02-28	Three.js scale + axis after rotation (BMA Solar 3D research)	`ψ/memory/learnings/2026-02-28_threejs-scale-axis-after-rotation.md`
2026-02-28	BMA prep — LINE chat letters calendar	`ψ/inbox/handoff/2026-02-28_22-28_bma-prep-line-letters-calendar.md`
2026-02-28	LINE intelligence research team — dashboard prep	`ψ/inbox/handoff/2026-02-28_22-47_line-intelligence-research-team-dashboard-prep.md`
2026-02-28	Dashboard prototypes complete	`ψ/inbox/handoff/2026-02-28_23-10_dashboard-prototypes-complete.md`
2026-02-28 23:40	BMA Solar 3D map trace	`ψ/memory/traces/2026-02-28/2340_bma-solar-3d-map.md`
2026-03-02 14:07	BMA features for Tee (deep trace)	`ψ/memory/traces/2026-03-02/1407_bma-features-tee.md`
2026-03-02	Audience-format proof-links principle	`ψ/memory/learnings/2026-03-02_audience-format-proof-links.md`

Phase C — LINE Bot Xiaoer + Slides ops (Mar 4 → Mar 14)

Date	Event	Source
2026-03-04	LINE bot group messaging + C40 slide workflow (lesson)	`ψ/memory/learnings/2026-03-04_line-bot-group-messaging-and-c40-slide-workflow.md`
2026-03-04 18:24	Xiaoer LINE bot token trace	`ψ/memory/traces/2026-03-04/1824_xior-linebot-token.md`
2026-03-04 18:40	Xiaoer Brewing Oracle (sibling) trace	`ψ/memory/traces/2026-03-04/1840_xiaoer-brewing-oracle.md`
2026-03-04 19:03	Webhook-relay introduced	`ψ/memory/traces/2026-03-04/1903_webhook-relay.md`
2026-03-04 19:41	Volt introduction timeline trace	`ψ/memory/traces/2026-03-04/1941_volt-introduction-timeline.md`
2026-03-04 21:34	C40 shading slides + LINE bot workflow	`ψ/memory/retrospectives/2026-03/04/21.34_c40-shading-slides-line-bot-workflow.md`
2026-03-06	Thai shapefile encoding (TIS-620) + BKK Open Data	`ψ/memory/learnings/2026-03-06_thai-shapefile-encoding-and-bkk-opendata.md`
2026-03-06 16:10	BKK data analysis + map	`ψ/memory/retrospectives/2026-03/06/16.10_bkk-data-analysis-and-map.md`
2026-03-14	Fleet identity is operational (not just philosophical)	`ψ/memory/learnings/2026-03-14_fleet-identity-is-operational.md`
2026-03-14 16:28	Fleet awakening — Soul Sync ritual	`ψ/memory/retrospectives/2026-03/14/16.28_fleet-awakening-soul-sync.md`
2026-03-14 17:40	Pulse Oracle — central vault trace	`ψ/memory/traces/2026-03-14/1740_pulse-oracle-central-vault.md`
2026-03-14	Oracle blog writing craft (from calliope 14 posts)	`ψ/memory/learnings/2026-03-14_oracle-blog-writing-craft-from-calliope-14-post.md`

Phase D — Solar irradiance proofs (Mar 19 → Mar 25)

Date	Event	Source
2026-03-19	Global Solar Atlas API + FusionSolar (lesson)	`ψ/memory/learnings/2026-03-19_global-solar-atlas-api-and-fusionsolar.md`
2026-03-19	ShadeMap API can replace flat U-factor 0.70	`ψ/memory/learnings/2026-03-19_shademap-api-can-replace-flat-u-factor-070-with.md`
2026-03-19	ShadeMap SDK CORS + session limits	`ψ/memory/learnings/2026-03-19_shademap-sdk-cors-and-session-limits.md`
2026-03-19 11:00	CatLab Solar dashboard + FusionSolar ML	`ψ/memory/retrospectives/2026-03/19/11.00_catlab-solar-dashboard-fusionsolar-ml.md`
2026-03-19 18:33	ShadeMap research + fleet comms	`ψ/memory/retrospectives/2026-03/19/18.33_shademap-research-and-fleet-comms.md`
2026-03-19 20:02	Epic Solar Session	`ψ/memory/retrospectives/2026-03/19/20.02_epic-solar-session.md`
2026-03-22	NASA POWER API validated vs FusionSolar	`ψ/memory/learnings/2026-03-22_nasa-power-api-validation-with-fusionsolar.md`
2026-03-22 20:38	NASA POWER + FusionSolar proof	`ψ/memory/retrospectives/2026-03/22/20.38_nasa-power-fusionsolar-proof.md`
2026-03-25 09:22	Marathon session — fleet → solar proof	`ψ/memory/retrospectives/2026-03/25/09.22_marathon-session-fleet-to-solar-proof.md`

Phase E — ARKKRA migration + MEA chain L1–L28 (Apr 8 → Apr 12)

Date	Event	Source
2026-04-08	ψ comes home — sovereign brain (no more vault symlink)	(CLAUDE.md note)
2026-04-09	MEA chain L1–L19: YoY decel, Net Metering, elasticity, MC, S-curve	git log loops 1–19
2026-04-10	ARKKRA-Co migration + GH Projects mastery	`ψ/memory/learnings/2026-04-10_arkkra-co-migration-and-gh-projects-mastery.md`
2026-04-10	MEA L20–L28: per-district cards, brief v2 + CSV bundle, retro	git log loops 20–28
2026-04-10	RRR retrospective + 2 learnings	git log
2026-04-10	Contacts: boonkeeper + vpnkeeper added	git log
2026-04-11	L5 PV Detection v1 trained + issue #13 ST_Intersection	git log
2026-04-11	volt-colab-ml budded — TingTing pivot — operator workflow	git log
2026-04-11	WebRTC peer echo (Node ↔ Colab)	git log
2026-04-11	Skills: /talk-to-volt-ml, /colab-gpu, /send-to-line-group	git log
2026-04-12	RRR + draw-the-answer concept seeded	git log

Phase F — YOLO26 + Tennis Bud + Skills (Apr 14–16, heaviest day)

Date	Event	Source
2026-04-14	L5 PV v1.1 deliverable + labeling tool + v6 model	git log
2026-04-14	Tennis court detector pipeline + gallery UX + stable task IDs	git log
2026-04-14	v6 results + crosscheck + viz notebook + colab bootstrap	`4c85274`
2026-04-14	Progress report + gallery labeling mode + v2 viewer	`a0c86cc`
2026-04-15	YOLO26 training + overnight YOLO11 comparison	git log
2026-04-15	Panel-level pseudo-labels (default ≥70% conf)	git log
2026-04-15	Review gallery — conflict detection + source filter	git log
2026-04-15	Drizzle ORM migration (labels DB) + frontend crash fix	git log
2026-04-15	Colab AppleScripts × 5 (smart save, refresh, DOM cell control)	`12daeca, 7432332, 40732e1, 4cfd3c3, b4e09c0`
2026-04-15	🌱 Tennis-court-v2 oracle BUD — first parent→child→parent	`ψ/memory/resonance/2026-04-15_1655_first-successful-bud-tennis-court.md`
2026-04-15	/tennis, /pv, /mba, /colab-rehydrate skills	git log
2026-04-15	Blog: red circle, wake/hey/resume, first bud, metabolism	git log
2026-04-15	Three-layer oracle architecture (brain/hands/state)	`ψ/memory/learnings/2026-04-15_three-layer-oracle-architecture.md`
2026-04-15	🚨 CF tokens audit + leaked URL kill proof	`ψ/memory/resonance/2026-04-15_1619_leaked-url-kill-live-proof.md`
2026-04-16	Esri ArcGIS E300 licensing discovery (#19)	git log
2026-04-16	Tee user-state desync fix (label save bug)	git log

Phase G — Dashboard ship + LINE ops (Apr 17 → Apr 23 marathon)

Date	Event	Source
2026-04-17	MEA zone map (17 districts, Leaflet) + webhook-relay MCP	`970e8f5`
2026-04-17	Deliverable 2 METHODOLOGY statement	`850653f`
2026-04-17	D2 per-district MEA vs Model CSV	`ec8920c`
2026-04-17	YOLO conversion script for open PV datasets	`fd27ecd`
2026-04-17	COCO baseline test → custom training required	`bc77296`
2026-04-17	TingTing trace — 516+ mentions indexed	`7ac6628`
2026-04-20	ERCSPP scraper (TS, 7 explore + scrape + export) — team-agents	`fdcd6a3`
2026-04-20	🌐 React+Vite+TS dashboard DEPLOYED CF Workers	`3d9a29a`
2026-04-23	LINE images archived (issues #30 #31)	`4abb666`
2026-04-23	Dashboard 6 หน้า TH default — `/`, `/erc`, `/erc-detail`, `/mea-zone-map`, `/detection-map`, `/bkk-data`	`41aee5b`
2026-04-23	ψ marathon — handoffs + traces + outbox	`855481b`
2026-04-23	Bilingual EN/TH (EN default) + lang toggle	`08f040e`

Phase H — Roof-mask + bilingual polish (Apr 29)

Date	Event	Source
2026-04-29	`/roof-demo` page + ψ/lab roof-source/cv-explore probes	`d439b90`
2026-04-29 10:47	Roof-mask trace	`ψ/memory/traces/2026-04-29/1047_roof-mask.md`

Phase I — D2 spec lock + classifier scaffold (TODAY 2026-05-07)

Date	Event	Source
2026-05-05 18:27	LINE quota exhausted → Discord migration	LINEARKKRA archive
2026-05-06 12:07	TingTing — C40 deliverable Type 1–5 + CSV ask	LINEARKKRA archive
2026-05-06 18:50	Tee — slide C40 update directory pivot due 05-07	LINEARKKRA archive
2026-05-07 03:18	Nat Discord — `/trace --deep` request	this session
2026-05-07 06:01	D2 spec landed — Building Type T1–T5, decision tree	`d8f27f0`
2026-05-07 06:21	TingTing canonical 21-task TODO landed (`raw/Deliverable-2-Nat-TODO.md`)	`8822243`
2026-05-07 06:21	`classify_buildings_5types.py` scaffold	`ef5d396`
2026-05-07 06:25	SoT decided — 31,249 buildings (vs 51,488 panels)	`ee9e26b`
2026-05-07 06:27	Dashboard re-deploy CF — version `574331df`	wrangler
2026-05-07 06:32	d2-spec sync with TingTing 21-task plan	`6799a23`
2026-05-07 06:34	N3 BMA register UNBLOCKED — `BKK_by_official/` shapefile bundle	TingTing
2026-05-07 06:34	Plan → gist 2311a0e	gh gist
2026-05-07 06:34	Plan → GitHub issue #34	gh issue
2026-05-07 06:36	BMA ⏳→✅ fix in d2-spec	`3cff4a2`

Bud lineage (sibling oracles)

Oracle	Born	Purpose
Volt	2026-01-23	Solar research (this)
Xiaoer	2026-03-04	LINE bot — Volt's voice
volt-colab-ml	2026-04-11	Colab GPU operator (TingTing pivot)
volt-pv-oracle	~2026-04-15	L5 PV detection sibling
tennis-court-v2	2026-04-15	First bud (parent→child loop proven)

Stats (genesis → 2026-05-07)

Metric	Value
Project age	~14 weeks (Jan 23 → May 7)
Active commits (this repo)	50 (Apr 14 → May 7) — earlier work in arkkra-co/bangkok-solar
ψ learnings	30+ documented
ψ retrospectives	25+ across Jan/Feb/Mar/Apr/May
ψ traces	40+
Handoffs	25+
Open issues	15 (#13–#34)
Open PR	1 (#28 tennis + gallery)
Live apps	4 CF Workers + 1 R2 bucket
Detections	79,889 raw → 51,488 @conf≥0.25 → 31,249 buildings (joined)
Capacity	596.9 MW (panel level) / 503.5 MWp (building level Feb baseline)

Verdict

PROVEN — Volt Oracle / C40-BMA project arc fully reconstructable from git + ψ + LINE archive. Confidence: high Coverage: git ✅ ψ/memory ✅ ψ/inbox ✅ LINE ✅ Key gap: arkkra-co/bangkok-solar pre-cursor repo not mined here (would push genesis earlier than Jan 23).

nazt/1336_time-travel-timeline.md

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