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GuillemRocaGuillemRoca/agent-skills-android/skills/idea-refine/SKILL.md

idea-refine

Skill2 starsChanged 40 days agoMITView on GitHub

Use when a feature idea, project concept, or product direction is vague and needs sharpening before spec or implementation. Guides divergent exploration, convergent evaluation, and a final one-pager.

62 other projects use a version of this.

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Used with

Projects with it also use security-best-practices, minimalist-ui and 3 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.
  • 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

  • AnasX7Skill

    minimalist-ui

    Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows.

    Also in 4 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

  • AnasX7Skill

    design-taste-frontend

    Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.

    Also in 5 projects that use this

The file

We split this skill into the rules it gives an agent

3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 55 edited versions we read keep these.

  • 2

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

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

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Before writing a spec (feeds into spec-driven-development)

    line 22
  2. Distinctive:

    No measurable success criteria

    line 81
  3. Distinctive:

    Before moving to spec:

    line 85

“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

Idea Refinement

Overview

Turn a vague idea into a focused, actionable direction. This skill uses structured divergent-convergent thinking: first expand possibilities, then evaluate and converge on the strongest direction, then sharpen into a one-pager ready for spec writing.

Philosophy: "Simplicity is the ultimate sophistication." Say no to 1,000 things to focus on the one that matters.

When to Use

  • A feature request or product idea is unclear or overly broad
  • You need to explore multiple directions before committing
  • Stakeholders have different interpretations of "what we're building"
  • Before writing a spec (feeds into spec-driven-development)

Skip when: The requirement is already specific and unambiguous.

Core Process

Phase 1: Understand & Expand (Divergent)

  1. Restate as "How Might We" — Convert the idea into an open question
    • "Add offline support" → "How might we ensure users can accomplish core tasks without connectivity?"
  2. Ask sharpening questions (answer or surface for human input):
    • Who specifically benefits? (persona, not "users")
    • What does success look like? (measurable outcome)
    • What constraints exist? (timeline, tech debt, API limitations, minSdk)
    • What has been tried before?
  3. Generate 5–8 variations using these lenses:
    • Inversion: What if we solved the opposite problem?
    • Constraint removal: What if we had no legacy code / no backward compatibility?
    • Simplification: What is the absolute minimum version?
    • Combination: What if we merged this with another planned feature?
    • Analogy: How do other Android apps solve this? (study Play Store top apps)

Phase 2: Evaluate & Converge

  1. Cluster into 2–3 directions — group related variations
  2. Stress-test each direction:
    • Technical feasibility (existing modules, Android API levels, library support)
    • User impact (who benefits, how much)
    • Effort estimate (small / medium / large)
    • Risk profile (what could go wrong)
  3. Surface hidden assumptions — list every assumption with a validation strategy
    • "Assumption: Room migrations will handle schema changes → Validate: write migration test"

Phase 3: Sharpen & Ship

  1. Write a one-pager with:
    • Problem statement (1–2 sentences)
    • Recommended direction (with rationale)
    • Key assumptions (with validation plan)
    • MVP scope (what's in the first slice)
    • "Not Doing" list (explicit exclusions — critical for scope discipline)

Common Rationalizations

ShortcutWhy It Fails
"The idea is obvious, skip to coding"Obvious ideas have hidden assumptions. Shipping the wrong thing wastes more time than 30 minutes of refinement.
"We explored enough in the meeting"Verbal exploration is lossy. Written exploration catches gaps.
"Let's just build an MVP and see"An unfocused MVP tests nothing. Define what you're testing first.
"We don't have time to explore"Exploration prevents rework. 30 minutes now saves days later.

Red Flags

  • No "Not Doing" list (scope will creep)
  • Single direction explored (confirmation bias)
  • Assumptions listed without validation strategies
  • MVP scope includes "and also…" additions
  • No measurable success criteria

Verification

Before moving to spec:

  • Problem restated as "How Might We" question
  • At least 5 variations generated using different lenses
  • 2–3 directions evaluated with feasibility, impact, effort, risk
  • All assumptions listed with validation strategies
  • One-pager written with problem, direction, assumptions, MVP scope, exclusions
  • Human has reviewed and approved the direction

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