Refine Raw Ideas into Actionable Concepts
An ideation skill for refining raw ideas into sharp concepts via structured divergent and convergent thinking.
Why it matters
Transform vague ideas into sharp, validated concepts ready for execution by guiding users through structured divergent and convergent thinking phases that expand possibilities, stress-test assumptions, and produce concrete action plans.
Outcomes
What it gets done
Restate raw ideas as clear problem statements and generate 5-8 variations using inversion, constraint removal, and simplification lenses
Cluster resonant ideas into distinct directions and stress-test each against user value, feasibility, and differentiation criteria
Surface hidden assumptions and identify what could kill each idea before committing resources
Produce markdown one-pagers with problem statements, MVP scope, key assumptions to validate, and explicit 'Not Doing' lists
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/ag-idea-refine | bash Overview
Idea Refine
This skill refines raw ideas into actionable concepts through three phases: divergent expansion with sharpening questions and idea lenses, convergent stress-testing and assumption-surfacing, then a concrete one-pager with an MVP scope and Not Doing list. Use it when an idea is still vague, before committing to a plan, or when assumptions need stress-testing before building.
What it does
An ideation-partner skill that refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking, guiding the user through a three-phase conversation (not a rigid template). Philosophy: push toward the simplest version that solves the real problem, start with user experience and work backwards to technology, say no to a thousand things (focus beats breadth), and challenge "how it's usually done" as not a reason. Phase 1 (Understand & Expand, divergent) restates the idea as a crisp "How Might We" problem statement, asks 3-5 sharpening questions via AskUserQuestion (who this is for, what success looks like, real constraints, what's been tried, why now) and does not proceed until audience and success criteria are clear, then generates 5-8 idea variations using named lenses - inversion ("what if we did the opposite"), constraint removal, audience shift, combination with an adjacent idea, simplification to a 10x-simpler version, scaling to a 10x version, and an expert lens on what's obvious to insiders but not outsiders - grounding variations in actual codebase context (via Glob/Grep/Read) when run inside a project, and drawing selectively from an additional frameworks.md reference rather than running every framework mechanically. Phase 2 (Evaluate & Converge) clusters the ideas that resonated into 2-3 meaningfully distinct directions, stress-tests each against user value (painkiller vs. vitamin), feasibility (technical/resource cost, hardest part), and differentiation (would someone switch from their current solution) per a fuller rubric in refinement-criteria.md, then explicitly surfaces hidden assumptions for each direction - what's being bet on but unvalidated, what could kill the idea, and what's being knowingly ignored - since skipping this step is where most ideation fails; the skill is instructed to be honest rather than supportive, pushing back on weak ideas with kindness rather than acting as a yes-machine. Phase 3 (Sharpen & Ship) produces a markdown one-pager with a Problem Statement, Recommended Direction (2-3 paragraphs max), a checklist of Key Assumptions to Validate with how to test each, an MVP Scope, a Not Doing list with reasons (called out as arguably the most valuable section, since focus means saying no to good ideas too), and Open Questions - saved to docs/ideas/[idea-name].md only after explicit user confirmation. Documented anti-patterns: don't generate 20+ ideas (5-8 well-considered beats 20 shallow ones), don't be a yes-machine, don't skip "who is this for," and don't produce a plan without surfacing assumptions.
When to use - and when NOT to
Use it when an idea is still vague, before stress-testing assumptions ahead of committing to a plan, or when options need expanding before converging on one - triggered by phrases like "help me refine this idea," "ideate on [concept]," or "stress-test my plan."
Inputs and outputs
Input is a raw idea plus conversational answers to sharpening questions. Output is a markdown one-pager (problem statement, recommended direction, assumptions to validate, MVP scope, not-doing list, open questions) optionally saved to docs/ideas/[idea-name].md after user confirmation.
Integrations
bash skills/idea-refine/scripts/idea-refine.sh
Uses the AskUserQuestion tool for sharpening questions, Glob/Grep/Read to ground variations in existing codebase context when applicable, and references frameworks.md and refinement-criteria.md for additional ideation lenses and evaluation criteria.
Who it's for
Anyone with a vague idea who wants a structured, honest ideation partner - one that pushes back on weak ideas, surfaces untested assumptions before they become plan-killers, and forces the discipline of an explicit Not Doing list rather than open-ended brainstorming without convergence.
Source README
Idea Refine
When to Use
Use this skill when you need refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on...
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 skills/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
Limitations
- Use this skill only when the task clearly matches its upstream source and local project context.
- Verify commands, generated code, dependencies, credentials, and external service behavior before applying changes.
- Do not treat examples as a substitute for environment-specific tests, security review, or user approval for destructive or costly actions.
FAQ
Common questions
Discussion
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