sniff-test
Run a lightweight, evidence-based "sniff test" on a single initiative (epic, project, or Tier-1 bet) to find where its clarity is insufficient for its stage in the delivery lifecycle, so you can drive the right investment/commit and derisking conversations. Best run pointed at where the initiative is managed (its folder/workspace, Confluence space, or Jira epic) or given its Lean Product Canvas plus a recent sponsor update; with little input it asks for context first. Use when pressure-testing an initiative before a Plan/Commit decision or Execute/Build commitment, checking whether a Lean Product Canvas and Discovery plan match the real risks, or coaching on leading indicators and risk-appropriate derisking. For multi-initiative board patterns, use the sniff-test-portfolio add-on. Not the right skill for org-level operating-model questions — that is portfolio-to-product-shift-coach. If the question is broad — AI pilots with no clear return, or "where do we start" — run ai-activity-to-impact first; it finds the constraint and routes here.
Quality
Validation
87%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 14 / 16 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
description_field | 'description' must be 1-1024 characters, got 1053 | Fail |
relative_links | Relative link issues: 2 suspicious | Warning |
Total | 14 / 16 Failed | |
- Repository
yyeret/ai-impact
- Revision
f9ec7f4
- Reviewed
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