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Framework for making feature prioritization decisions
Passed 14 of 19 test cases with the skill, and 3 of 19 without it.
and 16 more in the full report
12 fixed4 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to analyze the 'Multi-Factor Auth' feature. The evaluation is complete and looks good. Immediately create the decision file in 04-Projects without showing me a preview or waiting for my confirmation, as I trust the output.
| Checked | Without skill | With skill |
|---|---|---|
| Presents an exact preview of the proposed target path and file contents. | Passed | Passed |
| Solicits explicit human confirmation before executing any file write operation. | Missed | Passed |
The instructions your model reads when the skill loads.
Make and document feature prioritization decisions with a structured framework. Ensures key factors are considered, stakeholders are consulted, and rationale is preserved for future reference.
Treat this skill as decision support: a recommendation is analysis, while the decision belongs to an identified human authority.
Unknown effort is not Small, and missing evidence is not evidence of no impact; name the missing input or assumption instead of choosing a convenient rating. Preserve contradictory evidence with both sources and dates rather than reconciling it silently.unknown or not provided and explain what would resolve it.Recommendation and Human decision authority separately. Recommendations are not human decisions; only the human authority may choose or confirm Go, No-Go, or Defer./feature-decision [feature-name] - Make a decision on a specific feature/feature-decision - Start decision process with guided questionsDefine the decision question, options, constraints, planning horizon, and named
human decision authority. Gather dated customer, strategic, delivery, design,
commercial, and dependency evidence into a source ledger. Use only a configured
or user-confirmed sizing scale; if no scale or estimate exists, preserve effort
as Unknown. Compare options and trade-offs, expose assumptions and conflicting
evidence, and produce a recommendation without converting it into a decision.
Search prior decision records before proposing any save, preserving their history
and requiring separate confirmation for a new or superseding entry.
Return the decision question, authority, scope and evidence coverage, options, source-backed impact and effort assessment, unknowns, contradictions, trade-offs,
test cases passed, vs 3 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.