Ground every implementation decision in official documentation and verified patterns.

Find and enrich contact information, build prospect lists, and format data into various export templates.

Enforce fresh command verification and evidence before making any task completion or success claims.

Process code review feedback through technical verification, careful evaluation, and reasoned pushback.

Solve competition math problems with an adversarial verification workflow that catches hidden proof errors.

Execute live-message retrieval, recover one-time codes, and inspect threads with verifiable evidence.

Verify agent outputs with a multi-agent adversarial framework and convergence loop before shipping.