anti
b182e2fe3b
Adds 12 new primitives across two waves of spec work this session.
meta.* layer (8 primitives) — corpus-snapshot footprint:
total_messages, corpus_span_days, msg_per_day, active_days,
activity_density, first_seen_ts, last_seen_ts, fingerprint_confidence.
Motivated by two actors with identical message counts (53 each) producing
indistinguishable profiles despite radically different presence shapes
(0.3-day burst vs 47-day long tail).
Language-aware characterization primitives (4 primitives):
stylometric.pos_ngram_signature — SimHash over POS bigram frequency vector;
syntactic skeleton fingerprint that survives full vocabulary paraphrase.
lexical.dialect_region — BCP-47 free_string (es-CL, es-AR, es-MX, …);
designed for EYENET integration with INGEOTEC regional-spanish-models.
lexical.evaluative_morphology_density — diminutive/augmentative/pejorative
suffix density; stable per-author trait baked into language acquisition.
lexical.optional_grammar_signature — SimHash over optional-grammar choice
points (compound/simple past, subjunctive, leísmo, relative pronoun);
high-reliability Spain vs LatAm discriminator.
Also fixes stale scratchpad.md references throughout (README.md is now the
authority), bumps behave-text to 0.1.3, and updates CHANGELOG.
BEHAVE
Behavioral observation spec for adversarial network attribution.
BEHAVE defines a structured observation envelope (core) and two domain registries — shell-session (BEHAVE-SHELL) and text/messaging (BEHAVE-TEXT) — used to build behavioral signatures over collected operator activity.
Packages
| Package | Description | Path |
|---|---|---|
behave-core |
Shared observation envelope — schema contract used by all registries | core/ |
behave-shell |
Shell-session behavioral observation registry | BEHAVE-SHELL/ |
behave-text |
Text/messaging-domain behavioral observation registry | BEHAVE-TEXT/ |
Install
All packages are available on PyPI:
pip install behave-core
pip install behave-shell
pip install behave-text
behave-core is pulled in automatically as a dependency of the registries.
For local development (includes pytest + ruff):
pip install -e "core/[dev]"
pip install -e "BEHAVE-SHELL/[dev]"
pip install -e "BEHAVE-TEXT/[dev]"
Test
pytest core/
pytest BEHAVE-SHELL/
pytest BEHAVE-TEXT/
Licensing
This repository uses a dual license:
| Content | License |
|---|---|
Code, JSON schemas, tests (*.py, *.json, pyproject.toml) |
GNU GPL v3.0 or later |
Spec prose and attribution recipes (*.md files) |
CC-BY-SA-4.0 |
SPDX identifiers are present in individual files.