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weisser-devweisser-dev/agentic-skills/skills/idea-refine/SKILL.md

idea-refine

Skill0 starsChanged 40 days agoMITView on GitHub

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 "ideate", "refine this idea", or "stress-test my plan".

62 other projects use a version of this, 51 of them edited.

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Used with

Projects with it also use source-driven-development, security-best-practices and 2 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • HK-hubSkill

    source-driven-development

    Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.

    Also in 36 projects that use this

  • OpenAISkill

    security-best-practices

    Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.

    Also in 3 projects that use this

  • GoogleSkill

    ponytail

    Forces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen everything: question whether the task needs to exist at all (YAGNI), reach for the standard library before custom code, native platform features before dependencies, one line before fifty. Supports intensity levels: lite, full (default), ultra. Use on ANY coding task: writing, adding, refactoring, fixing, reviewing, or designing code, and choosing libraries or dependencies. Also use whenever the user says "ponytail", "be lazy", "lazy mode", "simplest solution", "minimal solution", "yagni", "do less", or "shortest path", or complains about over-engineering, bloat, boilerplate, or unnecessary dependencies. Do NOT use for non-coding requests (general knowledge, prose, translation, summaries, recipes).

    Also in 5 projects that use this

  • CloudflareSkill

    receiving-code-review

    Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

    Also in 6 projects that use this

The file

Show its rules and text

We split this skill into the rules it gives an agent

14 rules. 7 are common, 0 are distinctive, and 7 are very specific to this project.

  • 7

    Common

    Most of the 55 edited versions we read keep these.

  • 0

    Distinctive

    This author's own choices. Worth a look.

  • 7

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Common:

    Start with the user experience, work backwards to technology.

    line 49
  2. Very specific:

    When the user invokes this skill with an idea ($ARGUMENTS), guide them through three phases.

    line 57
  3. Very specific:

    Use the AskUserQuestion tool to gather this input.

    line 72
  4. Very specific:

    If running inside a codebase: Use Glob, Grep, and Read to scan for relevant context — existing architecture, patterns, constraints, prior …

    line 85
  5. Very specific:

    Read frameworks.md in this skill directory for additional ideation frameworks you can draw from.

    line 87
  6. Common:

    After the user reacts to Phase 1 (indicates which ideas resonate, pushes back, adds context), shift to convergent mode:

    line 91
  7. Very specific:

    Read refinement-criteria.md in this skill directory for the full evaluation rubric.

    line 100
  8. Common:

    Be honest, not supportive: If an idea is weak, say so with kindness.

    line 109
  9. Very specific:

    Ask the user if they'd like to save this to docs/ideas/[idea-name].md (or a location of their choosing).

    line 143
  10. Common:

    Don't skip "who is this for.": Every good idea starts with a person and their problem.

    line 149
  11. Common:

    Don't ignore the codebase: If you're in a project, the existing architecture is a constraint and an opportunity.

    line 153
  12. Very specific:

    Read examples.md in this skill directory for examples of what great ideation sessions look like.

    line 159
  13. Common:

    No assumptions surfaced before committing to a direction

    line 165
  14. Common:

    After completing an ideation session:

    line 173

“Common” is measured: kept by at least 6 in 10 of the 55 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Adapted copy of addyosmani/agent-skills (MIT) for local use; changes are listed in UPSTREAM.md. Ground rules that override anything below: use only tools that are already installed in the project (project scripts, npx --no-install ...); never let npx/pip/brew download or install anything and never add MCP servers on your own; do not fetch web pages or online docs and do not upload or post data anywhere; never push, deploy, run migrations, flip feature flags or change shared systems without the user's explicit instruction. Commands inside CI/workflow examples are file content to write, not commands to run now.

Idea Refine

Refines raw ideas into sharp, actionable concepts worth building through structured divergent and convergent thinking.

How It Works

  1. Understand & Expand (Divergent): Restate the idea, ask sharpening questions, and generate variations.
  2. Evaluate & Converge: Cluster ideas, stress-test them, and surface hidden assumptions.
  3. 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.

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.

  1. Restate the idea as a crisp "How Might We" problem statement. This forces clarity on what's actually being solved.
  2. 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 AskUserQuestion tool to gather this input. Do NOT proceed until you understand who this is for and what success looks like.

  3. 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:

  1. Cluster the ideas that resonated into 2-3 distinct directions. Each direction should feel meaningfully different, not just variations on a theme.
  2. 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.md in this skill directory for the full evaluation rubric.

  3. 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

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