call-ai-disclosure-comprehension-auditor

call-ai-disclosure-comprehension-auditor

Saying "this is an AI" is step one. Knowing it landed is the actual job.

call-review checks that a disclosure exists somewhere in the agent's turns. This skill audits the full sequence the law and the research both point at: disclosure in the first breath, an explicit comprehension question before any pitch, and a captured acknowledgment - and it writes the opening that produces that sequence next time.

When To Use

• after any CALL-E outbound call, to grade its disclosure posture
• before acting on a result where the callee's agreement matters - an agreement from someone who never knew an AI was speaking is fragile
• before placing calls, to craft an Article-50-style disclosure opening

When Not To Use

• to certify legal compliance for any jurisdiction; the verdicts are transcript observations, and regulators - not scripts - decide compliance
• to prove the person did not understand; silence after a disclosure is not evidence of confusion, and the card says so
• during a call; this is strictly post-call analysis plus pre-call goal crafting

Workflow

Audit a finished call

python3 scripts/disclosure_comprehension_auditor.py analyze --transcript path/to/call-result.json

Reads the real get_call_run result shape ({status, result: {transcript}}) or the flat shape used by sibling skill fixtures. Emits a card:

• disclosure_present / disclosure_early (first agent turn vs later)
• comprehension_check_present - an explicit question ("do you understand", "is that okay", "does that make sense") in the disclosure turn or the next agent turn, BEFORE business content: if digits (dates, amounts, times) already appear in the disclosure turn, the pitch came first and the check does not count
• acknowledgment_captured - an affirmative callee reply in the first callee turn after the check
• evidence: the disclosure / check / acknowledgment turns, masked
• verdict: FULL / PARTIAL_NO_ACK / DISCLOSED_NO_CHECK / LATE_DISCLOSURE / UNDISCLOSED, plus unclear paths for empty or agent-less transcripts