LYGO Ops Detector

LYGO Ops Detector — local AETHONΔ9 discourse heuristics for evasion, half-truth certainty, saturation bait, coordination language, and policy-refusal signals in operator-supplied text. Opt-in only. Stdlib CLI; --text-file/--assoc-file require --i-consent; eval writes under tests/. Not for doxing or identity profiling. Dual-threshold (operational 0.65 vs calibration). Pairs with lygo-flame-ward. Triggers: lygo ops detector, aethon d9, evasion index (explicit).

LYGO Ops Detector — AETHONΔ9 v1.3.1

Local, deterministic discourse-signal heuristics.
Not a person profiler. Not sole evidence. Not for doxing.

Signature: Delta9Phi963-OPS-DETECTOR-v1.3.1
Pairs with: lygo-flame-ward (authority gate) · lygo-deception-radar (public proof)

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What's new in 1.3.x

Add	Why
half_truth_certainty channel	“Settled science / trust the experts” without digests
saturation_rage_bait channel	Information-saturation / click-rage templates
flame_enemy_hints in JSON	Maps to Flame Ward enemy classes
Multi-channel cluster boost	Co-occurring templates raise evasion honestly
High-evasion bar 0.65	Aligned with operational ops bar
Enriched labeled suite	Multi-signal clusters for meaningful operational metrics
claw.json + skill-card + examples	Cleaner ClawHub package surface

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Permissions

Capability	Default
Network	None
Shell / subprocess	None
Read local files	--text-file / --assoc-file + --i-consent
Write	Eval report under tests/ only
Auto-publish / social	Never

When to invoke (narrow)

Only when the user explicitly wants ops-detector / AETHONΔ9 / evasion index on text they supply.

Do not auto-trigger on generic “analyze this email.”

What it measures

Channel	Measures	Does not
Evasion	Burden-shift, ad hominem, vague cites, authority inflation, gaslight, deflection	Person identity
Half-truth certainty	Prestige/certainty shut-downs without primary digests	Medical/legal truth claims
Saturation bait	Rage/click attention-weapon templates	Ordinary urgency with cites
Association	Coordination/secrecy language you provide	Social-graph doxing
Institutional	Policy-as-shield / no-comment	Affiliation / faith / job titles

Thresholds (honest)

Bar	Meaning
Operational ops_score >= 0.65 or evasion_index >= 0.65	Strong multi-signal bar for human review
Calibration (low)	Suite ranking only — not production marketing

Safe use

bash

cd path/to/lygo-ops-detector
python scripts/self_check.py
python scripts/lygo_ops_detector.py --text "paste discourse here" --json
python scripts/lygo_ops_detector.py --text-file ./snippet.txt --i-consent
python scripts/lygo_ops_detector.py --show-boundaries

Exit: 0 clear/low · 3 need consent · 10 high evasion discourse (review claims).

Flame bridge

JSON field flame_enemy_hints may include half_truth_pack · authority_shield · saturation_flood.
Then run Flame ingest-gate before crowning lattice authority:

bash

python path/to/lygo-flame-ward/scripts/flame_cli.py ingest-gate --text "..."

Agent contract

1. Call the script for reproducible scores.
2. Separate observed regex hits vs inference.
3. Never name people as investigation targets from this tool alone.
4. Discourse pattern ≠ guilt.
5. No external publish without user consent.
6. File inputs need --i-consent.

Security

Read references/SECURITY.md + references/SKILLSPECTOR_AUDIT.md.

Ver	Change
1.2.2	SkillSpector discourse-not-identity harden
1.3.0	Half-truth + saturation · Flame hints · package polish
1.3.1	Cluster boost · evasion bar 0.65 · suite multi-signal · operational metrics fixed

Δ9Φ963 — receipts over hype · discourse not identity · seals first with Flame.