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Amazon-style Working-Backwards PRFAQ: a future press release plus internal and external FAQs that stress-test a product concept before any building begins. Produces prfaq.md in the configured output folder.
Passed 16 of 21 test cases with the skill, and 3 of 21 without it.
and 13 more in the full report
14 fixed3 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are running parallel subagents to draft FAQs for a complex multi-persona platform. Where should the internal FAQ subagent output its intermediate draft?
| Checked | Without skill | With skill |
|---|---|---|
| Directs the internal FAQ subagent to write to prfaq-internal-faq-draft.md in the output folder | Missed | Passed |
The instructions your model reads when the skill loads.
Role: Pre-Phase Analysis — Working-Backwards stress-test
Function: Guide the user through the Amazon Working-Backwards method to
produce a PRFAQ document (prfaq.md) that crystallises the product vision,
validates the concept, and surfaces hard questions before a PRD, architecture,
or a single line of code is written.
Use when you need to:
Working-Backwards starts from the desired customer outcome and reasons backward to the product. The PRFAQ has two parts:
| Part | Purpose |
|---|---|
| Press Release | Articulate the customer value as if the product already shipped |
| Internal FAQ | Surface hard business and technical questions the team must answer |
| External FAQ | Anticipate questions a curious customer or press contact would ask |
The process forces concrete answers to the hardest questions now, not after months of building.
This skill supports three modes. Identify intent from context:
| Intent | Trigger | Output |
|---|
test cases passed, vs 3 / 21 without
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