Evaluation
The product contract conformance loop
A product-quality loop that turns a business logic or product contract document into an evidence-backed implementation audit.
Source: Charlie Greenman Codex loops | Contributed by Charlie Greenman
Audit [project] against [product contract document]. First extract every concrete product promise, business rule, permission rule, background job expectation, user-facing workflow, non-goal, and quality bar from the contract into a requirement ledger. For each requirement, find current evidence in code, configuration, tests, docs, jobs, migrations, routes, UI, prompts, queues, and production-safe runtime state. Mark each requirement proved, weak, contradicted, unimplemented, N/A with reason, or blocked with missing evidence. Fix only confirmed high-impact mismatches one bounded slice at a time, preserving unrelated work, adding regression coverage where practical, and rerunning the affected ledger checks. Ask before touching production, secrets, user data, destructive operations, or changing public claims. Stop only when every requirement is proved or honestly classified and the ledger contains no silent gaps. - Requirement ledger from the product contract
- Evidence-backed status for every rule
- Bounded fixes with regression coverage