Short definitions for Hyperlex jargon. Link here whenever a term appears cold.
A Brier score measures forecast skill after outcomes are known. Hyperlex
never invents a Brier number on open analysis. Pipeline / analyze / Phase 5
keep provenance.brier = null until an operator runs settle and then
score-series. See settled-brier.md.
A multi-word bag like sigma rizz locked in is input text, not one slang
item. The engine splits it into separate atoms (sigma · rizz ·
locked in) and runs one result unit per atom. Phrases that are single lexicon
entries (e.g. locked in) stay one atom.
An integrity-hashed JSON artifact of an analysis run. The hash covers the
canonical body so later edits are detectable. Primary durable output for serious
use. Stored under ~/.hyperlex/receipts/ (and optionally exported to Pages).
A phylogenetic group of related slang (e.g. brainrot-aura, betting-sharp).
Not a flat dictionary. Match attaches family_id, matched atoms, confidence,
and operator. Overview: slang lineage map.
A narrative about a signal that begins to produce the behavior it describes (self-reinforcing cultural loop). Scored as a research/advisory signal; not market advice.
Research tooling: cultural transmission, multi-agent memetics, hyperstition
risk, phylogeny scaffolds. Always SPECULATIVE · always brier: null.
See phase5.md.
A probability claim bound to a receipt (e.g. from lineage confidence). Open until settlement. Not a Brier score by itself.
Operator-recorded outcome for a forecast (TRUE / FALSE / VOID). Required
before Brier can be computed.
Cosine-similar terms/receipts from the local vector index (sqlite or chroma). Similarity is not a probability of virality and never Brier. See reading evidence.
Detector-side operator stack on attested text (AFFIX, SUBSTITUTE,
REGISTER_SHIFT, COMPOSE, …). Attached as analysis.mutation_trace.
Always brier: null and forecast_eligible: false.
CLI: mutation trace "<text>" (alias mutation-trace).
Does not call predict_mutations. Restricted flag redacts surface_span.
Speculative next surface forms of a slang atom (compression, derivation,
irony templates, family compounds). Attached as analysis.mutation_prediction.
Always provenance: SPECULATIVE and brier: null. CLI: mutation predict "<term>"
(alias mutation-predict).
Relay envelope naming for Hyperlex-shaped signals in host systems. Optional interop; not required for offline CLI use.
Transitional monorepo shell. Not the public product name — that string
collides with French legaltech CLM / DiliTrust. Paths (~/.hyperlex/),
HYPERLEX_* env vars, and the hyperlexical Python package stay as-is.
Slang ingest tool: Crawl4AI harvest, ingest_tap, export/settle,
civilian and live phrase harvest. Feeds the Hyperlexical train/eval path.
Not the model product. Spelling is zeros (ne0l0gist), not neologist.
Operator-named 2026-09-24 — see NAMING.md.
The current operator surface. Packaged for Hermes
(~/.hermes/skills/hyperlex). The same Python package also runs as a standalone
CLI via scripts/hyperlex.py. The model path (Spec 007) does not replace this
surface until T13 promote — and T13 is not open.
Spec 007 encoder tiers. T0 is a classify baseline (hyperlex-encoder-*).
T1 is the first artifact that may be called Hyperlexical, and only after
trained E2 PASS on Spark and Danny yes on name_gate. seed-morph78 met both on 2026-09-24. Neither tier is a Hub card today.
An advisory lane that is not on API_V1. Mutation detect v0.2 and Spec 007
live here. Packets stay brier: null. Fail-open: omit the block if inference
fails.
Public model product claim for Spec 007 (train / eval / E2 / name_gate).
Approved for pin seed-morph78 (Danny name_gate yes, 2026-09-24). Card/package IDs
are still hyperlex-encoder-* until a separate rename. Do not call a stub, harvest dump,
or seed smoke Hyperlexical-gated-true. Harvest / ingest is ne0l0gist.
Name + publish wall before a T1 may be called Hyperlexical. Classify volume and
trained E2 PASS could be ready while name_gate stayed false. Danny explicit
yes flips the gate — E2 alone does not. Now true for seed-morph78 only. See SHADOW encoder
and NAMING.md.
| Rule | Meaning |
|---|---|
| No fabricated Brier | Open runs: brier: null |
| Phase 5 speculative | Research only; not measurement |
| Spec 007 SHADOW | seed-morph78 named Hyperlexical (name_gate true); no Hub |
| Naming split | Hyperlexical = model claim; ne0l0gist = ingest; repo Hyperlex is the shell (NAMING.md) |
| Eight families only | Do not invent a ninth lineage family |
| No Abraxas hard import | Hyperlex never imports Abraxas |
| Local-first storage | ~/.hyperlex/ is the durable store; Pages is static |