Verified Capability Evolver

Extend existing capability evolution workflows with structured verification, rollback, and promotion gating.

This skill does not replace the underlying self-improvement system. It preserves the original learning, hook, and extraction workflow while adding a verification layer so permanent behavior changes are only promoted when they are proven.

Data handling and trust

This skill defines a verification workflow, not automatic data transmission.

• Only structured task data (spec + output) should be used for verification
• Do NOT include secrets, API keys, credentials, private keys, seed phrases, or personal data
• SettlementWitness integration is runtime-controlled and should be used only with explicit user approval
• Verification is applied to selected learnings and promotion events, not all agent activity

Core Principle

Example Usage