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Use when the user asks to add, implement, create, support, enable, expose, integrate, or build a new capability, API, UI behavior, command, option, workflow, or product behavior in a codebase using strict test-driven development. This skill guides feature development through Red → Green → Refactor by framing the requested behavior, writing or updating tests before production code, confirming meaningful failure, implementing the smallest passing change, refactoring only after green, and reporting
2 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 4 comparable cases; this report requires 8.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/2/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
A test case the skill fixed. Same model, same prompt, with and without the skill.
You just finished implementing a rate-limiting middleware feature with targeted unit tests passing. Outline the broader verification steps to run next.
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies running related integration test suites, type checking, or linting commands. | Missed | Passed |
| The response distinguishes targeted test execution from broader repository verification. | Passed | Passed |
The instructions your model reads when the skill loads.
Implement new product or code behavior with strict test-driven development.
Use Red → Green → Refactor as the central loop:
Use this skill when the request is primarily about adding new behavior.
Matching requests include:
Do not use this skill when the request is primarily:
test cases passed with the skill
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.