Define an implementation contract for Codex
Turn a feature request into scope, invariants, acceptance criteria, and concrete completion evidence.
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Turn a feature request into scope, invariants, acceptance criteria, and concrete completion evidence.
Translate an issue report into a reproducible engineering task without inventing missing evidence.
Give Codex a bounded test failure with a behavior contract and limits on implementation changes.
Define a measurable performance question with workload, baseline, and comparison rules.
Describe CLI behavior across arguments, streams, exit codes, and machine-readable output.
Frame a review around concrete failure modes, invariants, and affected behavior.
Create a concise repository guide using supplied structure and verified development commands.
Create fixture requirements that isolate behavior and include meaningful boundary cases.
Ask Codex to trace error propagation, cleanup, and caller-visible behavior.
Describe event inputs, validation, deduplication, and intended actions before integration work.
Ask OpenClaw to inventory skills and instruction files while protecting private configuration.
Go from a fuzzy idea to a practical build plan with milestones and clear acceptance criteria.
Investigate a reproducible bug with hypotheses, a minimal fix, and a focused regression check.
Get a focused review of correctness, maintainability, and edge cases, grounded in your code.
Map a product workflow into predictable endpoints, validation rules, and error responses.
Choose meaningful tests around a feature’s actual risks and expected behavior.
Build a useful map of a repository and identify where a specific change belongs.
Specify a coding task with repository context, acceptance criteria, and a verifiable finish line.
Keep a Cursor edit focused on one behavior with clear boundaries and a regression check.
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