docs: refresh TODO — completed work to bottom, remaining at top

Moves this session's completed items (Codex parser fix, --all, instructions,
10-operator tokscale wild corpus, Supabase migration + board sync) to DONE.
Top is now: deploy/Space secrets, Codex handoff to SunrisesIllNeverSee with
the remaining attributable commits, submission tasks, optional/blocked. Badges
section lists exactly what we're applying for.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

TODO.md

@@ -7,39 +7,43 @@ Completed items are at the BOTTOM. Everything still TO DO is up top.
 # ⚡ TO DO — DO NOT FORGET
 ═══════════════════════════════════════════════════════════════════
 
-### A. Turn persistence ON (HF Space → Settings → Variables and secrets)
-- **Keys live in `SECRETS.local.md`** (gitignored, NOT uploaded). Copy `SUPABASE_URL` + `SUPABASE_ANON_KEY` into the Space secrets.
-- Curated mode = set ONLY those two on the public Space (leave `service_role` OFF so visitor pastes stay transient).
-- DB verified live: anon read returns 7 rows, anon write blocked (401). Just needs the secrets set on the Space.
-
-### B. Blocked on owner (data / quality)
-- [ ] FIX 3 — re-pull clean tokscale numbers, add "MCH (tokscale read)" as a LABELED instrument-comparison row.
-- [ ] FIX 5 — (optional, pre-record) install MiniCPM deps for REAL narration: `.venv/bin/python -m pip install torch transformers accelerate sentencepiece`
-
-### C. Reserved for Codex (earns the $10k attribution — do AFTER repo is in the org)
-- [ ] Refine 2:1 anchor → turn-delta method (keep 2:1 fallback)
-- [ ] `test_metrics.py` — lock Υ 18,437 / lev 2042 / X 3.31 / telescoping
-- [ ] Real Codex `$/1M` via OpenAI prices in `parse_codex` meta
-- [ ] Board visual marker on estimated (Codex) rows
-
-### D. NEXT BUILD — automatic importer (her-style, paste = backup)
-- [ ] Clean/sleek local importer that auto-reads ccusage (no paste, local-first). Design in SCRATCHPAD.md.
-
-### E. Submission (non-negotiable)
-- [ ] Move Space into `build-small-hackathon` org
-- [ ] Record 60s demo video + paste link in README
-- [ ] Social post (X/LinkedIn) + paste link in README
+### A. Deploy to the HF Space  (parked until you confirm the Space path)
+- [ ] Confirm how code reaches the Space (HF git remote vs GitHub auto-sync vs manual).
+- [ ] Set Space secrets (Settings → Variables and secrets) from `SECRETS.local.md`:
+      `SUPABASE_URL` + `SUPABASE_ANON_KEY` (read). Add `SUPABASE_SERVICE_KEY` ONLY if
+      you want HF-authed visitor rows to persist (curated demo can leave it off).
+- DB is live and ready: board reads **11 rows** (MO§ES + 10 tokscale) via anon; anon
+  write blocked; `sigrank_sessions` table + Greatest Hits read path verified.
+
+### B. Hand off to Codex → upload to github.com/SunrisesIllNeverSee
+- [ ] Codex uploads the repo to your SunrisesIllNeverSee GitHub.
+- [ ] **Codex-attributed commits for the $10k prize** (must be genuinely Codex's work):
+  - [ ] `test_metrics.py` — lock Υ 18,437 / lev 2042 / X 3.31 + telescoping for every SEED row.
+  - [ ] Real Codex `$/1M` via OpenAI per-1M prices in `parse_codex_submission` meta.
+  - NOTE: the 2:1→real-ratio anchor refinement and the estimated-row `~` marker were
+        already done this session (Claude), so they're no longer available as Codex commits.
+
+### C. Submission (non-negotiable)
+- [ ] Move Space into `build-small-hackathon` org.
+- [ ] Record 60s demo video (script below) + paste link in README.
+- [ ] Social post (X/LinkedIn, draft below) + paste link in README.
+- [ ] Add a link back to your GitHub (SunrisesIllNeverSee) in the README.
+
+### D. Optional / blocked
+- [ ] FIX 3 — add "MCH (tokscale read)" as a LABELED instrument-comparison row (your re-pull).
+- [ ] FIX 5 — (pre-record only) install MiniCPM deps for REAL narration:
+      `.venv/bin/python -m pip install torch transformers accelerate sentencepiece`
 
 ═══════════════════════════════════════════════════════════════════
-# 📋 REFERENCE (for the remaining submission tasks)
+# 📋 REFERENCE
 ═══════════════════════════════════════════════════════════════════
 
 ## DEMO VIDEO — 60-sec script (open cold on the board)
-1. (0-10s) Open ON the leaderboard. Don't explain. Let the eye hit the 4-orders Υ gap.
+1. (0-10s) Open ON the leaderboard. Don't explain. Let the eye hit the ~4-orders Υ gap.
    "This is every operator's token usage, ranked by one number."
 2. (10-25s) Point at $/1M column. "The operator at the top is also the cheapest.
    Efficiency isn't a tradeoff against cost — it IS the cost."
-3. (25-45s) Go to Measure Yourself. Paste a live `ccusage --json`. Hit compute.
+3. (25-45s) Go to Clock Your Signal. Run `./sigrank` (or paste `ccusage claude --json`).
    New operator drops onto the board in real time with a narrated profile.
 4. (45-60s) "Υ = cache × output over input squared. You can't buy rank with volume —
    padding input is penalized quadratically. That's the whole game." End on board.
@@ -50,34 +54,42 @@ the token economy. Paste your ccusage output, get ranked by Net Volumetric Yield
 the metric where volume can't buy rank. A 0.5B MiniCPM narrates your architecture.
 🍄 Thousand Token Wood. [link]"
 
-## BADGES IN REACH (mostly engineered — confirm in README/tags)
-- [x] Off Brand ($1,500) — custom non-default UI ✓ (theme.py)
-- [x] Tiny Titan ($1,500) — ≤4B model ✓ (0.5B)
-- [ ] Best Demo ($1,000) — needs the video to land
-- [x] Best MiniCPM sponsor ($2,500) — built on MiniCPM ✓
-- [ ] Codex sponsor ($10k) — needs Codex-attributed commits (see CODEX.md)
+## BADGES WE'RE APPLYING FOR  (confirm this list)
+README tags: `thousand-token-wood` `off-brand` `tiny-titan` `best-demo` `minicpm`
+- [x] **Off Brand** ($1,500) — custom non-default UI ✓ (theme.py gold/dark)
+- [x] **Tiny Titan** ($1,500) — ≤4B model ✓ (MiniCPM4-0.5B)
+- [x] **Best MiniCPM** sponsor ($2,500) — built on MiniCPM ✓
+- [ ] **Best Demo** ($1,000) — needs the video to land
+- [ ] **Codex sponsor** ($10k) — needs genuine Codex-attributed commits (see B + CODEX.md)
 - [x] Model ≤32B confirmed (MiniCPM4-0.5B)
 
 ═══════════════════════════════════════════════════════════════════
 # ✅ DONE
 ═══════════════════════════════════════════════════════════════════
 
-## CODE — done
-- [x] metrics.py — engine, 4 ints in, full ledger (incl Avg $/1M)
-- [x] ingest.py — ccusage parser (any shape) + Codex parser (2:1 anchor, clamped, flagged) + four-number fallback
-- [x] narrate.py — MiniCPM4-0.5B, non-blocking, template fallback
-- [x] theme.py — gold/dark CSS, log-scaled Υ bars, 8-col board grid
-- [x] app.py — board_html hero (with $/1M column) on BOTH tabs; profile; measure-yourself
-- [x] requirements.txt, README.md
-- [x] stress test passes (compile + logic cases)
-
-## PERSISTENCE — Supabase (this session)
-- [x] Table sigrank_operators built + seeded (7 rows), curated RLS, in AppFeeder
-- [x] db.py (REST read + service-key upsert) with SEED fallback; app.py wired; requests added
-- [x] Verified live: anon read 7 rows, anon write 401-blocked
-
-## SEMANTICS — fixes (this session)
-- [x] FIX 1 persistence-boundary honesty note · FIX 2 cost provenance · FIX 4 species/quadrant reframe · FIX 6 grid check
-
-## REPO
-- [x] Pushed full build to github.com/Burnmydays/hf- (main = cf4055a)
+## THIS SESSION (reconcile + importer overhaul + fixes)
+- [x] Reconciled local with Devin's PRs #5/#6 (merged); dropped duplicate claudetodolist.md.
+- [x] **Codex parser fixed** — unified Alpha/Beta into one `_codex_input_estimate` helper
+      (removed both hardcoded `/9.0` copies). Beta = operator's REAL Claude input/output
+      ratio; Alpha = AA 2:1 baseline. Verified both pathways + guard fallback.
+- [x] **`./sigrank --all`** — runs each provider in turn; Codex reuses Claude's ratio; one
+      failing provider doesn't stop the others.
+- [x] **Instructions sharpened** (app.py Clock Your Signal tab + README How-to-measure):
+      measure each provider separately, never bare `ccusage --json`; what/where/where-to-input.
+- [x] **Wild corpus → 10 tokscale.ai operators** (replaces old 6), cited in metrics.py +
+      README. All columns populate. MO§ES canonical Υ 18436.98 untouched.
+- [x] **Supabase migration** (via MCP): `submitted_at` + `hf_user` on operators,
+      `sigrank_sessions` table + indexes + RLS (anon read / service insert). Verified.
+- [x] **Supabase board synced** to 11 rows (MO§ES + 10 tokscale, real cost stored).
+- [x] Pushed all of the above to github.com/Burnmydays/hf- (main = 39fba4e).
+
+## EARLIER
+- [x] Engine: metrics.py (4 ints → full ledger incl Avg $/1M); telescoping identity.
+- [x] narrate.py — MiniCPM4-0.5B, non-blocking, template fallback, @GPU for ZeroGPU.
+- [x] theme.py — gold/dark CSS, log-scaled Υ bars, rarity tiers, board grid.
+- [x] app.py — board hero on both tabs, profile, share card, Greatest Hits, HF login,
+      XSS-safe name escaping, `~` estimated marker.
+- [x] db.py — Supabase REST read + service-key upsert + session history, SEED fallback.
+- [x] FIX 1 persistence-boundary honesty · FIX 2 cost provenance · FIX 4 species/quadrant
+      reframe · FIX 6 grid check.
+- [x] her-style local importer sigrank.py (auto-reads ccusage, paste = backup).