loyal-opposition-report

To generate an evidence-based opposition report, request the AI to produce an INSIGHTS markdown artifact using a specific report slug and the mandatory evidence structure, which includes observations, deficiency rationales, and remediation options.

A loyal opposition report is an evidence-structured governance document that prevents unchecked implementation by surfacing observations, deficiency rationales, proposed remediation actions, and Prime Builder implementation context for each significant finding.

You structure findings by recording the Observation, Deficiency Rationale, Proposed Solution or Enhancement, and Option Rationale for each significant issue, while categorizing severity from P0 to P3 to support triage and governance alignment.

Yes, you can update the LOYAL-OPPOSITION-LOG when open items are affected by instructing the AI to do so while generating the timestamped INSIGHTS file at the required CODEX-INSIGHT-DROPBOX location using your designated report slug.

Decision support reports should capture the objective, preconditions, exact evidence paths, expected file touchpoints, ordered implementation sequence, verification steps, rollback notes, and required owner decisions to provide complete Prime Builder implementation context.

You need an evidence-structured report when conducting AI-assisted governance reviews that require documented observations, deficiency rationales, and concrete remediation actions to prevent unchecked software implementation and ensure proper risk assessment.