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Generate phased implementation plans from requirements and UI wireframes.
Passed 13 of 21 test cases with the skill, and 10 of 21 without it.
and 6 more in the full report
5 fixed9 passed either way7 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are rebuilding our multi-vendor marketplace platform. Attached are our feature specs for user management, catalog management, payment processing, and admin reporting, along with our mockups for the vendor portal. Please organize this work into a phased implementation plan with an overarching summary document and detailed breakdown files for each logical phase.
| Checked | Without skill | With skill |
|---|---|---|
| The master summary file is named index.md. | Missed | Passed |
| Phase breakdown files use zero-padded hyphenated names matching phase-XX-short-name.md. | Missed | Passed |
| API endpoints define requests and responses using TypeScript interface syntax. | Missed | Passed |
The instructions your model reads when the skill loads.
Create a plan another engineer can execute without rediscovering the system, while avoiding speculative detail that is not supported by the repository or requirements.
Read the requirements and trace the relevant implementation paths: entry points, data flow, types, APIs, state, UI, persistence, tests, deployment, and observability. Cite concrete files and symbols where they exist. Mark proposed paths as proposed rather than presenting them as existing.
Identify unresolved product or architecture decisions. Ask only when a missing choice would materially change the plan; otherwise record a reasonable assumption.
Define the objective, scope, non-goals, current behavior, target behavior, constraints, and acceptance criteria. Break work into phases that leave the repository in a coherent state.
For each phase include:
Order phases by dependency, risk reduction, and ability to verify progress. Data or contract changes generally precede their consumers; cross-cutting integration and cleanup generally follow working vertical slices.
Use one document for a modest change. For a genuinely large program, use an index plus phase documents:
test cases passed, vs 10 / 21 without
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