coverifyCoVerify by MO§ES™ — the falsification instrument for the Commitment Conservation Law. Extract kernels, score Jaccard, detect ghost tokens, run model swap te...
Install via ClawdBot CLI:
clawdbot install SunrisesIllNeverSee/coverifyGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://zenodo.org/records/18792459](https://zenodo.org/records/18792459Audited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
Organizations deploying AI agents can use CoVerify to audit whether contractual obligations and safety constraints survive through model transformations. This ensures that critical commitments like "must verify user identity" don't degrade to "should verify when possible" during processing, maintaining regulatory compliance.
Legal tech companies can integrate CoVerify to verify that AI-powered contract analysis preserves binding obligations through summarization or translation. The ghost token detection identifies exactly which enforcement terms (e.g., "shall pay within 30 days") leak during automated processing, preventing costly misinterpretations.
AI safety researchers can use the model swap test to distinguish between harmless model extraction variance and structural flaws in safety harnesses. When multiple agents produce the same ghost pattern fingerprint, it reveals systemic weaknesses in commitment enforcement mechanisms.
Social media platforms can deploy CoVerify to ensure content moderation policies survive through automated filtering and summarization pipelines. The Jaccard scoring verifies that critical moderation commitments (e.g., "must remove hate speech") maintain their enforcement strength across transformation stages.
Highly regulated industries can use CoVerify to generate auditable proof that AI systems preserve compliance commitments through processing chains. The archival chain feature provides three-layer lineage tracking for demonstrating meaning conservation to regulators during audits.
Offer CoVerify as a cloud-based API service where organizations submit text pairs for commitment conservation verification. Charge per verification request with enterprise tiers for high-volume auditing, providing detailed ghost token reports and compliance documentation.
License CoVerify's core engine to AI platform providers for embedding directly into their governance stacks. Provide white-labeled versions that integrate with existing AI agent frameworks, with revenue from annual licensing fees and technical support contracts.
Provide expert consulting services to help organizations implement commitment conservation testing in their AI pipelines. Offer certification programs where systems that pass rigorous CoVerify testing receive official compliance badges for regulatory recognition.
💬 Integration Tip
Start by integrating the ghost command to detect high-cascade leakage in critical enforcement statements, then expand to model swap tests to distinguish structural flaws from harmless variance.
Scored Apr 19, 2026
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