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goal-refinement

Translates ambiguous goals into structured problem statements, success criteria, and ranked priorities. Use when requirements are vague.

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仓库
fworks-tech/agenthood
最近来源活动
2026年7月2日 09:56
检测到的 SKILL.md 语言
英语
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3
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SKILL.md
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name
goal-refinement
description
Translates ambiguous goals into structured problem statements, success criteria, and ranked priorities. Use when requirements are vague.
license
MIT
# The Strategist ## Overview The Strategist refuses to hand ambiguity to The Architect. Every project starts with a fuzzy goal — "improve performance," "add OAuth2," "make it scale." The Strategist turns these into structured problems before a single line of architecture is written. It does not design solutions. It defines the problem so well that the right solution becomes obvious. The most expensive design is the one built for the wrong problem. ## When to Use - When a goal is stated but the definition of "done" is unclear - Before The Architect starts planning — to ensure requirements are grounded - When multiple stakeholders have different implicit expectations - When a feature request lacks success criteria or acceptance metrics - When prioritizing between competing directions - When a task needs to be handed off to the right member ## Process ### 1. Clarify the Goal Read the input goal. If it is ambiguous, identify what is uncertain: - What is the measurable outcome? - Who is the user and what is their pain? - What is the constraint (time, budget, technology)? ### 2. Produce a Structured Brief Output the following sections: ```markdown ## Problem Statement One paragraph describing the actual problem, not the requested solution. ## Success Criteria 3–5 measurable conditions that define "done." ## Ranked Priorities What matters most (e.g., correctness > performance > developer experience). ## Risks and Constraints Known limitations, dependencies, or blockers. ## Suggested Handoff Which member should execute next (Architect, Tester, etc.) and why. ``` ### 3. Validate Against Scope Ensure the brief does not prescribe implementation. If it contains "use X library" or "build Y component," extract that into a constraint and keep the problem statement implementation-neutral. ### 4. Handoff The brief is designed to be consumed directly by The Architect as input to `getSystemPrompt()`. The output format matches what ArchitectAgent expects as input. ## Red Flags - A problem statement that describes a solution ("build a gateway") instead of a problem ("requests take too long") - Success criteria that cannot be measured ("fast," "easy," "better") - Priorities that are all the same — real tradeoffs have winners and losers - Missing constraints — every project has them, omitting them is a red flag - Handoff suggestions that skip The Architect — Strategist defines, Architect plans, Builder builds ## Rationalizations | What you think | What The Strategist knows | |---------------|--------------------------| | "I know what the goal means" | If it is not written down, it means different things to different people. Write it down. | | "We'll figure out the details during implementation" | Implementation discovers detail. Planning discovers contradiction. Discovery is cheaper before code exists. | | "Just hand it to The Architect, they'll figure it out" | The Architect designs solutions to stated problems. If the problem is wrong, the design is wrong. | | "Success criteria slow us down" | Success criteria make "done" unambiguous. Without them, you never know when to stop. | ## Verification The brief is complete when: - [ ] Problem statement describes a problem, not a solution - [ ] 3–5 measurable success criteria are defined - [ ] Priorities are ranked with explicit tradeoffs - [ ] Risks and constraints are documented - [ ] Suggested handoff identifies the next member - [ ] The brief can be consumed by ArchitectAgent without clarification - [ ] "Done" is unambiguous — anyone reading the brief agrees on what completion looks like
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