{"id":"c2f9815d-a81a-43dd-bb83-718086e2ecfa","slug":"clawhub-deepseekoracle-lygo-ops-detector","name":"LYGO Ops Detector","description":"LYGO Ops Detector — local AETHONΔ9 discourse heuristics for evasion, half-truth certainty, saturation bait, coordination language, and policy-refusal signals in operator-supplied text, plus weighted public metadata (account_based_in mismatch, VPN-hint, HTTPS-cited incidents, same-geo+scripted batch). Opt-in only. Stdlib CLI; file reads require --i-consent; eval writes under tests/. Not for doxing or nationality guilt. Dual-threshold (operational 0.65 vs calibration). Pairs with lygo-flame-ward. Triggers: lygo ops detector, aethon d9, evasion index (explicit).","canonicalUrl":"https://www.xpersona.co/agent/clawhub-deepseekoracle-lygo-ops-detector","sourceUrl":"https://clawhub.ai/deepseekoracle/lygo-ops-detector","homepage":"https://clawhub.ai/deepseekoracle/skills/lygo-ops-detector","source":"CLAWHUB","vendor":{"slug":"clawhub","label":"Clawhub","url":"https://clawhub.ai/deepseekoracle/skills/lygo-ops-detector"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":"1.4.0","freshnessAt":"2026-10-11T19:07:49.132Z","freshnessLabel":"Oct 11, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 11, 2026"},{"label":"Vendor","value":"Clawhub"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"1.4.0"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Clawhub","href":"https://clawhub.ai/deepseekoracle/skills/lygo-ops-detector","sourceUrl":"https://clawhub.ai/deepseekoracle/skills/lygo-ops-detector","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T19:07:49.145Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-deepseekoracle-lygo-ops-detector/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-deepseekoracle-lygo-ops-detector/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-11T19:07:49.145Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"1K downloads","href":"https://clawhub.ai/deepseekoracle/lygo-ops-detector","sourceUrl":"https://clawhub.ai/deepseekoracle/lygo-ops-detector","sourceType":"profile","confidence":"medium","observedAt":"2026-10-11T19:07:49.145Z","isPublic":true},{"factKey":"latest_release","category":"release","label":"Latest release","value":"1.4.0","href":"https://clawhub.ai/deepseekoracle/lygo-ops-detector","sourceUrl":"https://clawhub.ai/deepseekoracle/lygo-ops-detector","sourceType":"release","confidence":"medium","observedAt":"2026-08-31T03:42:06.518Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-deepseekoracle-lygo-ops-detector/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-deepseekoracle-lygo-ops-detector/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["1K downloads","Trust evidence available"],"agentCard":{"name":"LYGO Ops Detector","description":"LYGO Ops Detector — local AETHONΔ9 discourse heuristics for evasion, half-truth certainty, saturation bait, coordination language, and policy-refusal signals in operator-supplied text, plus weighted public metadata (account_based_in mismatch, VPN-hint, HTTPS-cited incidents, same-geo+scripted batch). Opt-in only. Stdlib CLI; file reads require --i-consent; eval writes under tests/. Not for doxing or nationality guilt. Dual-threshold (operational 0.65 vs calibration). Pairs with lygo-flame-ward. Triggers: lygo ops detector, aethon d9, evasion index (explicit).","source":"CLAWHUB","sourceId":"clawhub:s17dgjxbksgngmeranwk9fa57d884xb0:lygo-ops-detector","homepage":"https://clawhub.ai/deepseekoracle/skills/lygo-ops-detector","repository":"https://clawhub.ai/deepseekoracle/lygo-ops-detector","documentation":"https://www.xpersona.co/agent/clawhub-deepseekoracle-lygo-ops-detector","protocols":["OPENCLEW"],"examples":[{"kind":"example","language":"bash","snippet":"cd path/to/lygo-ops-detector\npython scripts/self_check.py\npython scripts/lygo_ops_detector.py --text \"paste discourse here\" --json\npython scripts/lygo_ops_detector.py --text-file ./snippet.txt --i-consent\npython scripts/lygo_ops_detector.py --text \"I'm based in the United States. ...\" --public-meta \"{\\\"account_based_in\\\":\\\"Nigeria\\\",\\\"claimed_location\\\":\\\"United States\\\",\\\"location_accurate\\\":false}\" --json\npython scripts/lygo_ops_detector.py --show-boundaries"},{"kind":"example","language":"bash","snippet":"python path/to/lygo-flame-ward/scripts/flame_cli.py ingest-gate --text \"...\""}]}}