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Org mirror note: this STATUS is grafted from personal tip for Spec 007 continuity. License SoT on this repo remains Proprietary (LICENSE). Train SoT remains personal scrimshawlife-ctrl/Hyperlex.

Hyperlex status

Naming: repo Hyperlex is the transitional monorepo shell. Public products: Hyperlexical (Spec 007 model / train / eval / E2 / name_gate claim) and ne0l0gist (slang ingest — operator-named 2026-09-24, repo spelling). name_gate true for seed-morph78 (Danny flip name_gate, 2026-09-24, amendment A6).

Version: 0.4.0
Observed: 2026-09-24
Posture: Hermes skill = current operator surface. Spec 007 = model path (SHADOW). Spark BEST = seed-morph78 (soft_ceiling PROMOTE_BEST 2026-09-24; broad 0.9883 n=256). Ingest product named ne0l0gist (as in repo). Naming lock: docs/NAMING.md + Notion Naming lock. #101 merged to main. Org naming graft #14 merged. morph78 settled have fun staying poor + fr fr no cap; force 236/hard 277. name_gate true for seed-morph78 (Danny flip name_gate, 2026-09-24, amendment A6). Card/package IDs stay hyperlex-encoder-*; Hub and T13 not authorized. Install: bash install.sh → ~/.hermes/skills/hyperlex
Claude (optional): bash install.sh --claude → ~/.claude/skills/hyperlex
Track: Phases 0–4 complete · Phase 5.0–5.3 · Pages static run history · Spec 007 SHADOW encoder on main

This file is the operator snapshot. The docs site copies it to status. Do not treat it as a Hub card or a Brier score.

Trajectory

Layer Role State
Hermes skill What you run today (SKILL.md, CLI, src/hyperlex/) Ready (v0.4.0)
T0 Encoder baseline; card hyperlex-encoder-* Specified. Not named Hyperlexical.
T1 First artifact that may be called Hyperlexical seed-morph78: trained E2 PASS + Danny name_gate yes (2026-09-24) — named Hyperlexical
name_gate Name wall true (seed-morph78, A6) · publish wall (Hub) still closed
Hub Operator upload Not published

Classify volume is ready. Volume did not flip name_gate; Danny's sentence did. Seed smoke ≠ T1.

Health

python3 scripts/hyperlex.py doctor
python3 scripts/release_preflight.py
python3 scripts/hyperlex.py simulate --term rizz --mode scenario
python -m hyperlex inbox list
PYTHONPATH=scripts/shadow python3 -m hyperlexical.infer --text rizz --offline

Spec 007 — honest gates

SHADOW / advisory. Not on API_V1. Pin seed-morph78 may be called Hyperlexical (A6). Do not call any other checkpoint, stub, or seed smoke Hyperlexical.

Operator scoreboard 2026-09-10 PT evening (Danny-locked; matches Notion Operator Hub):

Surface n Notes
Local SoT ~/.hyperlex/hyperlexical/ingest_candidates.jsonl 4333 402 OBSERVED / 3931 INFERRED. Not in git.
Export --include-live (operator machine) 6506 classify family 2437 · unbind 1345 · negatives 208
Tracked specs/007-hyperlexical-model/exports/civilian.v0.1.jsonl 883 Seed/snapshot only. Do not treat as the train SoT.

Danny ~2500 candidate bar: met. Hermes 913 / “gap to 2500” is superseded — not current SoT status. Afternoon store family-labeled 1789 (stretch 2000 not reached) is the blanket-yes receipt figure; export classify 2437 is the harvest gate. Moltbook row counts (for example ~360 ai-native) are a Moltbook subset, not the global SoT.

Gate State
Classify volume Ready — operator --include-live family classify 2437 (≥2k). name_gate gaps 0 / 0 / 0 on that surface.
name_gate true for seed-morph78 — Danny flip name_gate 2026-09-24 (A6; receipt specs/007-hyperlexical-model/receipts/20260924-name-gate-yes-morph78.md). E2 PASS alone did not flip it.
Spark BEST seed-morph78 — PROMOTE_BEST via soft_ceiling ceiling_escape: broad OBSERVED 0.9883 > morph65 0.8867 n=256; E2 PASS; force fair 1.0 n=164 (advisory). LAST=8. Upsample freeze 11+.
E2 vs Spec 004 Stub still FAIL (expected). Trained trunk-forward E2 PASS on morph19 (unbind_exact=1.0). Seed smoke ≠ T1.
Hub publish No — skeleton in-repo; weights stay on Spark.
T1 name Hyperlexical approved for seed-morph78. Card/package IDs still hyperlex-encoder-* until a separate card-rename change.
Lineage families 8 only. No ninth family.
Brier null on every 007 packet.
Crawl Crawl4AI 0.9.3 default. --source firecrawl aliases to crawl4ai. No paid Firecrawl without Danny yes.

Spark trains from the local SoT / export --include-live, not from the tracked seed alone.

Spark procedure (bring-up, not a product card):

Pages overview: SHADOW encoder (007)

Surface (ready)

Area Status
Skill contract + install Ready
Mock offline analyze Ready
Lineage (8 families + 2026 YTD leaves) Ready
YTD backfill packs (data/backfill/2026/) Ready
Lineage backpropagation (non-mutating) Ready
Typology + community drivers Ready
Virality prediction (SPECULATIVE) Ready
Receipts + ledger + ledger-stats/diff Ready
Forecasts → settle → Brier series Ready (settlement required)
Rune relay + market connectors Ready
Diagrams from history Ready
Case study runner Ready
MkDocs + Pages (enabled) Ready
Pages static run history Ready
Long-term analysis archive Ready
Governed LLM (echo / openai_compatible) Opt-in
Phase 5 cultural transmission / multi-agent / risk / phylogeny Ready (SPECULATIVE)
Local vector DB + Chroma promote Ready
Mutation prediction Ready (SPECULATIVE)
Hybrid lineage re-rank Ready
Domain phylogeny packs Ready
Transmission calibrate / scenario library Ready
Risk → scan/cron schedule Ready (advisory)
Ingest routes + automatic pipeline Ready
Atomic multi-term seeds Ready
Analysis enrichment (compression_metrics, typology tags, signal_report, integrity header) Ready
Local attractor store (~/.hyperlex/signals/) Ready (`inbox list
Attractor candidate rune (RUNE.HLX.ATTRACTOR_CANDIDATE) Ready (advisory only)
Spec 007 model path (T0→T1) SHADOW · Spark BEST morph78 · broad 0.988 n=256 · force fair 1.0 n=164 · E2 PASS · LAST=8 · upsample freeze 11+ · morph69–78 closed · next climb needs new named-phrase card · name_gate true (morph78, A6) · named Hyperlexical · no Hub · T13 not authorized
007 live ingest tap SHADOW · pipeline/analyze/scan fail-open → ~/.hyperlex/hyperlexical/ingest_candidates.jsonl · INFERRED only
Public PyPI Not planned
External system hard import Never

Operator loop

pipeline "rizz" | run "rizz"
  → hyperlexical tap (INFERRED candidates)
  → pending → settle → score-series
  → scan / risk-schedule
  → relay --push-inbox
  → PYTHONPATH=scripts/shadow python3 -m hyperlexical.ingest_tap
  → inbox list
  → vector-seed / vector-sync
  → archive-export

007 Spark (Aaron, not the daily loop): specs/007-hyperlexical-model/AARON-SPARK-TRAIN.md

Data dirs

~/.hyperlex/receipts/
~/.hyperlex/receipt_ledger.jsonl
~/.hyperlex/score_log.jsonl
~/.hyperlex/mutation_watch.jsonl
~/.hyperlex/cache/
~/.hyperlex/vector.db
~/.hyperlex/chroma/
~/.hyperlex/signals/inbox.jsonl
~/.hyperlex/hyperlexical/ingest_candidates.jsonl
~/.hyperlex/models/   # Spark dumps only; not git
data/backfill/2026/

Recommended next

  1. Spark BEST = morph78. Default HOLD. Operator review specs/007-hyperlexical-model/HYPERLEXICAL-PRODUCT-PLAN.md; a new climb needs a new named-phrase acquire card (compare vs morph78 broad 0.9883 n=256). name_gate yes recorded (A6); next are separate card-rename / Hub / T13 decisions. Plan: specs/007-hyperlexical-model/NAME-GATE-AND-NAMED-PHRASES.md.
  2. Burn-in offline runs + settle path (this is how Brier becomes real).
  3. Do not Hub-upload. Do not promote scripts/shadow/hyperlexical/ into src/hyperlex/ (T13) without a separate sentence. Do not extend name_gate to any checkpoint other than seed-morph78.

README

Operator front door expanded for stack parity with Athanor / Semion / Yggdrasil (2026-09-11). Changelog-style dumps stay in CHANGELOG / receipts — not the main page.