need-explorer

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Clarify intent, scope, constraints, and success criteria before artifact creation. Invoke when the request is fuzzy, the user is comparing options, or the workflow needs a stable change definition before writing artifacts.

AI & Automation 614 stars 59 forks Updated today MIT

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Quality Score: 92/100

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Skill Content

# Need Explorer Turn a rough idea into a stable change definition before writing artifacts. ## Primary Goal Agree on: problem, scope, non-goals, success criteria, whether to split before specification. ## Process ### 1. Inspect Context First Before asking questions, understand what exists and what constraints are in place. ### 2. One Question at a Time Ask a single clear question, wait for the answer, digest, then ask the next. Never ask 3+ questions at once. Each answer informs the next question. ### 3. Prefer Multiple-Choice Questions Present 2-3 options when reasonable answers are finite. This reduces cognitive load and surfaces unconsidered choices. ### 4. Propose 2-3 Approaches with Trade-Offs For each approach: what it is, upside, downside, best-for. Then **recommend one** and explain why. Never present a single path — always name at least one alternative. ### 5. Validate Before Concluding Restate what you heard: "Here's what I'm hearing: [problem, scope, non-goals, success criteria]. Does this match?" Incorporate corrections and re-validate. ### 6. DP-1: Requirement Confirmation Gate After user confirms the summary: ```bash npx --yes --package spec-superflow@0.12.0 ssf state set <change-dir> dp_1_result "confirmed: <one-line summary>" npx --yes --package spec-superflow@0.12.0 ssf state set <change-dir> dp_1_timestamp $(date -u +%Y-%m-%dT%H:%M:%SZ) ``` DP-1 confirms scope, non-goals, and success criteria before artifact creation. ### 7. Hand Off Once D...

Details

Author
MageByte-Zero
Repository
MageByte-Zero/spec-superflow
Created
1 months ago
Last Updated
today
Language
JavaScript
License
MIT

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