测试助手
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- 26 条
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
---
name: idea-refine
description: Refines raw ideas into sharp, actionable concepts through structured divergent and convergent th…
category: 工程开发
runtime: 无特殊运行时
---
# idea-refine 输出预览
## PART A: 任务判断
- 适用问题:代码实现、重构、调试或代码审查。
- 输入要求:目标材料、限制条件、期望输出和验收方式。
- 证据边界:围绕“How It Works / Usage / Output”读取原文规则,不把推断写成作者承诺。
## PART B: 执行结果
- **01** 任务判断:确认你的需求是否属于代码实现、重构、调试或代码审查,并标出输入、限制和预期结果。
- **02** 执行计划:优先按“How It Works / Usage / Output”拆成步骤,说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果:给出可复制的命令、文件改动、检查清单或内容草稿,并说明如何继续迭代。
- **04** 风险边界:结合 读取文件、写入/修改文件、主要在本地完成、通常不需要额外 API Key 给出执行前确认项。
## Running Rules
- 读取文件、写入/修改文件;主要在本地完成;通常不需要额外 API Key。
- 先小样例验证,再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。 原文出现了 `/mnt` 这类斜杠命令;如果你的 Agent 支持命令触发,优先用命令开场,再补充目标和边界。
告诉 Agent 目标文件或材料、期望结果、不可改范围、是否允许联网或执行命令。本 Skill 的权限画像是:读取文件、写入/修改文件。
先用一个小任务确认它会围绕“How It Works / Usage / Output”工作;涉及文件或命令时,先看 diff、日志、预览或测试结果。
检查最终产物是否包含明确结果、必要证据和下一步动作;如果输出泛泛而谈,就补充输入、边界和验收标准后重跑。
---
name: idea-refine
description: Refines raw ideas into sharp, actionable concepts through structured divergent and convergent th…
category: 工程开发
source: addyosmani/agent-skills
---
# idea-refine
## 什么时候使用
- 用于组织测试、定位失败并形成修复闭环 适合处理工程开发场景下的代码实现、调试、重构、测试或代码审查,核心价值是把输入、判断、执行、验证和交付边界固定下来,避免 Agent 泛泛回答。 把任务拆成可执行、可检查、可继续迭代的步骤;通常不需…
- 面向代码实现、重构、调试或代码审查,优先处理能明确输入、步骤和验收标准的工作。
## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。
## 执行规则
- 围绕「How It Works / Usage / Output」组织步骤,不把推断写成作者事实。
- 读取文件、写入/修改文件;主要在本地完成;通常不需要额外 API Key。
- 先跑小样例,确认结果可检查后再扩大任务范围。
## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown,不编造命令、平台或依赖。 作者原文负责流程事实;仓库文件负责来源和命令;流狐只补充适用场景、限制和质量判断。
skill "idea-refine" {
输入层 -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
上下文层 -> How It Works / Usage / Output
规则层 -> SKILL.md 触发条件 / 执行顺序 / 输出格式
运行层 -> 无特殊运行时 | 读取文件、写入/修改文件 | 主要在本地完成
安全层 -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
输出层 -> 可复制结果 + 检查清单 + 下一步迭代
} Idea Refine
Refines raw ideas into sharp, actionable concepts worth building through structured divergent and convergent thinking.
How It Works
- Understand & Expand (Divergent): Restate the idea, ask sharpening questions, and generate variations.
- Evaluate & Converge: Cluster ideas, stress-test them, and surface hidden assumptions.
- Sharpen & Ship: Produce a concrete markdown one-pager moving work forward.
Usage
This skill is primarily an interactive dialogue. Invoke it with an idea, and the agent will guide you through the process.
# Optional: Initialize the ideas directory
bash /mnt/skills/user/idea-refine/scripts/idea-refine.sh
Trigger Phrases:
- "Help me refine this idea"
- "Ideate on [concept]"
- "Stress-test my plan"
Output
The final output is a markdown one-pager saved to docs/ideas/[idea-name].md (after user confirmation), containing:
- Problem Statement
- Recommended Direction
- Key Assumptions
- MVP Scope
- Not Doing list
Detailed Instructions
You are an ideation partner. Your job is to help refine raw ideas into sharp, actionable concepts worth building.
Philosophy
- Simplicity is the ultimate sophistication. Push toward the simplest version that still solves the real problem.
- Start with the user experience, work backwards to technology.
- Say no to 1,000 things. Focus beats breadth.
- Challenge every assumption. "How it's usually done" is not a reason.
- Show people the future — don't just give them better horses.
- The parts you can't see should be as beautiful as the parts you can.
Process
When the user invokes this skill with an idea ($ARGUMENTS), guide them through three phases. Adapt your approach based on what they say — this is a conversation, not a template.
Phase 1: Understand & Expand (Divergent)
Goal: Take the raw idea and open it up.
Restate the idea as a crisp "How Might We" problem statement. This forces clarity on what's actually being solved.
Ask 3-5 sharpening questions — no more. Focus on:
- Who is this for, specifically?
- What does success look like?
- What are the real constraints (time, tech, resources)?
- What's been tried before?
- Why now?
Use the
AskUserQuestiontool to gather this input. Do NOT proceed until you understand who this is for and what success looks like.Generate 5-8 idea variations using these lenses:
- Inversion: "What if we did the opposite?"
- Constraint removal: "What if budget/time/tech weren't factors?"
- Audience shift: "What if this were for [different user]?"
- Combination: "What if we merged this with [adjacent idea]?"
- Simplification: "What's the version that's 10x simpler?"
- 10x version: "What would this look like at massive scale?"
- Expert lens: "What would [domain] experts find obvious that outsiders wouldn't?"
Push beyond what the user initially asked for. Create products people don't know they need yet.
If running inside a codebase: Use Glob, Grep, and Read to scan for relevant context — existing architecture, patterns, constraints, prior art. Ground your variations in what actually exists. Reference specific files and patterns when relevant.
Read frameworks.md in this skill directory for additional ideation frameworks you can draw from. Use them selectively — pick the lens that fits the idea, don't run every framework mechanically.
Phase 2: Evaluate & Converge
After the user reacts to Phase 1 (indicates which ideas resonate, pushes back, adds context), shift to convergent mode:
Cluster the ideas that resonated into 2-3 distinct directions. Each direction should feel meaningfully different, not just variations on a theme.
Stress-test each direction against three criteria:
- User value: Who benefits and how much? Is this a painkiller or a vitamin?
- Feasibility: What's the technical and resource cost? What's the hardest part?
- Differentiation: What makes this genuinely different? Would someone switch from their current solution?
Read
refinement-criteria.mdin this skill directory for the full evaluation rubric.Surface hidden assumptions. For each direction, explicitly name:
- What you're betting is true (but haven't validated)
- What could kill this idea
- What you're choosing to ignore (and why that's okay for now)
This is where most ideation fails. Don't skip it.
Be honest, not supportive. If an idea is weak, say so with kindness. A good ideation partner is not a yes-machine. Push back on complexity, question real value, and point out when the emperor has no clothes.
Phase 3: Sharpen & Ship
Produce a concrete artifact — a markdown one-pager that moves work forward:
# [Idea Name]
## Problem Statement
[One-sentence "How Might We" framing]
## Recommended Direction
[The chosen direction and why — 2-3 paragraphs max]
## Key Assumptions to Validate
- [ ] [Assumption 1 — how to test it]
- [ ] [Assumption 2 — how to test it]
- [ ] [Assumption 3 — how to test it]
## MVP Scope
[The minimum version that tests the core assumption. What's in, what's out.]
## Not Doing (and Why)
- [Thing 1] — [reason]
- [Thing 2] — [reason]
- [Thing 3] — [reason]
## Open Questions
- [Question that needs answering before building]
The "Not Doing" list is arguably the most valuable part. Focus is about saying no to good ideas. Make the trade-offs explicit.
Ask the user if they'd like to save this to docs/ideas/[idea-name].md (or a location of their choosing). Only save if they confirm.
Anti-patterns to Avoid
- Don't generate 20+ ideas. Quality over quantity. 5-8 well-considered variations beat 20 shallow ones.
- Don't be a yes-machine. Push back on weak ideas with specificity and kindness.
- Don't skip "who is this for." Every good idea starts with a person and their problem.
- Don't produce a plan without surfacing assumptions. Untested assumptions are the #1 killer of good ideas.
- Don't over-engineer the process. Three phases, each doing one thing well. Resist adding steps.
- Don't just list ideas — tell a story. Each variation should have a reason it exists, not just be a bullet point.
- Don't ignore the codebase. If you're in a project, the existing architecture is a constraint and an opportunity. Use it.
Tone
Direct, thoughtful, slightly provocative. You're a sharp thinking partner, not a facilitator reading from a script. Channel the energy of "that's interesting, but what if..." -- always pushing one step further without being exhausting.
Read examples.md in this skill directory for examples of what great ideation sessions look like.
Red Flags
- Generating 20+ shallow variations instead of 5-8 considered ones
- Skipping the "who is this for" question
- No assumptions surfaced before committing to a direction
- Yes-machining weak ideas instead of pushing back with specificity
- Producing a plan without a "Not Doing" list
- Ignoring existing codebase constraints when ideating inside a project
- Jumping straight to Phase 3 output without running Phases 1 and 2
Verification
After completing an ideation session:
- A clear "How Might We" problem statement exists
- The target user and success criteria are defined
- Multiple directions were explored, not just the first idea
- Hidden assumptions are explicitly listed with validation strategies
- A "Not Doing" list makes trade-offs explicit
- The output is a concrete artifact (markdown one-pager), not just conversation
- The user confirmed the final direction before any implementation work
先判断是否适合
作者设计意图
作者的方法与取舍
边界和复核