Memetic emergence skill + SHADOW encoder path for the Abraxas model stack. Catch language while it’s still becoming culture — slang lineage, receipts, settled Brier only.
Hermes skill is what you run today. Spec 007 Hyperlexical encoder is SHADOW / advisory.
| Owns | memetic ingest · classify · receipts · virality / hyperstition signals · Spec 007 encoder specify |
| Honesty | OBSERVED / INFERRED / SPECULATIVE (+ provenance; settled Brier only where calibrated) |
| Shape | Hermes skill live (v0.4.0). Spec 007 T0→T1 gated. Not a chatbot mind. |
| Anti | Efficacy theater · inventing Brier · naming artifacts Hyperlexical before E2 · Hub without ALLOW_HUB |
| Lane | Skill ready · encoder SHADOW · name_gate false · Hub not published |
| Version | 0.4.0 — prefer STATUS.md |
Docs site: scrimshawlife-ctrl.github.io/Hyperlex · status mirror: status.
Repo Hyperlex is the transitional monorepo shell. Do not use bare public Hyperlex as a product name — it collides with French legaltech CLM / DiliTrust.
| Name | Role |
|---|---|
| Hyperlexical | Spec 007 model / train / eval / E2 / name_gate product claim |
| ne0l0gist | Slang ingest tool: Crawl4AI harvest, ingest_tap, export/settle, civilian and live phrase harvest |
| Hyperlex (repo) | Transitional monorepo shell. GitHub repo name, ~/.hyperlex paths, HYPERLEX_* env vars, and the hyperlexical Python package stay as-is |
name_gate stays false. This split does not name a trained artifact Hyperlexical-gated-true.
| Ships now | Does not ship |
|---|---|
Hermes skill install + CLI (install.sh, scripts/hyperlex.py) |
Artifact named Hyperlexical |
| Spec 007 SHADOW encoder code path | name_gate true / Hub publish |
| Local SoT classify volume (operator machine) | Full SoT in git |
| Pages static run history / Phase 5 research hooks | Paid Firecrawl by default (Crawl4AI is default) |
Snapshot — full scoreboard in STATUS.md.
| Area | State |
|---|---|
| Hermes skill | Ready v0.4.0 |
| Spec 007 | SHADOW on main · T0 specified · T1 blocked on Spark E2 |
name_gate |
false (volume ≠ name) |
| Hub | Not published |
| Local SoT | ~/.hyperlex/hyperlexical/ingest_candidates.jsonl — 4333 (not in git) |
| Export classify (include-live) | 2437 family-labeled (harvest gate) |
| Tracked seed export | specs/007-…/exports/civilian.v0.1.jsonl — seed/snapshot only |
| Scrape default | Crawl4AI 0.9.3 (paid Firecrawl needs Danny yes) |
query + source → intake → analyze → receipt / score log
↓
Spec 007 shadow infer (advisory)
↓
T0 card → T1 only after Spark E2 + name_gate
No hard Abraxas import. Compat shapes live under hyperlex.compat.abraxas when needed.
See ARCHITECTURE.md (spine note) and docs/shadow-hyperlexical.md.
| Path | Role |
|---|---|
Hermes SKILL.md |
Operator surface |
| Spec 007 | specs/007-hyperlexical-model/ |
| Shadow encoder | scripts/shadow/hyperlexical/ |
| Aaron Spark handoff | look under specs/007-… / STATUS links (train on Spark) |
| Doc | Path |
|---|---|
| Status | STATUS.md |
| Architecture | ARCHITECTURE.md |
| Shadow Hyperlexical | docs/shadow-hyperlexical.md |
| Commands | docs/commands.md |
| Brier calibration | docs/brier-calibration.md |
| Contributing | CONTRIBUTING.md |
| Changelog | CHANGELOG.md |
bash install.sh
# optional Claude host:
bash install.sh --claudeEditable package (dev):
pip install -e ".[dev]"
python3 scripts/hyperlex.py doctor
python3 scripts/release_preflight.py
python3 scripts/hyperlex.py simulate --term rizz --mode scenario
pytest -qSHADOW infer (advisory):
PYTHONPATH=scripts/shadow python3 -m hyperlexical.infer --text rizz --offline| Layer | Where | In git? |
|---|---|---|
| Operator SoT | ~/.hyperlex/… |
No |
| Receipts / score log | ~/.hyperlex/ |
No |
| Tracked seed export | specs/007-…/exports/ |
Yes (seed only) |
Spark trains from local SoT / export --include-live, not from the tracked seed alone.
Do not without Danny/operator yes:
- Call an artifact Hyperlexical or flip
name_gate - Publish to Hub (
ALLOW_HUB) - Commit the 4333 SoT into git
- Invent Brier scores (settled calibration only)
- Paid Firecrawl cloud when Crawl4AI works
Hyperlex (form / lexical) · Athanor (tradition structure) · Semion (sign relation) · Yggdrasil (route classifier) · VIRAL / VERNACULAR (collective seats)
See repo LICENSE / package metadata. Corpus and scrape receipts carry their own provenance — do not treat PD-adjacent web text as automatically redistributable.