idea-refine
Skill1 starsChanged 11 days agoMITView on GitHub
Refine raw ideas into sharp, actionable concepts through divergent and convergent thinking. Use when an idea is vague or needs stress-testing. Do NOT use when requirements are already clear.
We split this skill into the rules it gives an agent
1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 53 edited versions we read keep these.
0
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
- Very specific: line 59
Use techniques from guides/DIVERGENT-CONVERGENT.md:
“Common” is measured: kept by at least 6 in 10 of the 53 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.
Files
Idea Refine
Turn vague concepts into actionable specifications.
Sits between interview-me (extracting intent) and spec-driven-development (writing specs). Uses structured divergent thinking (expand options) followed by convergent thinking (select best path).
Pipeline Position
interview-me → idea-refine (this skill) → spec-driven-developmentWhen to Use
- Idea is still vague or incomplete
- Need to stress-test assumptions before committing
- Want to explore alternatives before converging on one
When NOT to Use
- Requirements are already clear and documented
- Trivial changes with obvious scope
Output Contract
Refined concept + selected direction — documented alternatives (3+) from divergent phase, selection criteria from convergent phase, assumption audit with must-be-true statements, clear rationale for chosen direction, ready to feed into spec-driven-development.
Core Process: Double Diamond
Adapted from Design Council's framework. Two diamonds, each with diverge + converge:
Diamond 1 — Problem Space:
Diverge: Explore alternatives, challenge assumptions, expand options
Converge: Define the specific problem, select direction
Diamond 2 — Solution Space:
Diverge: Generate solution variants, combine approaches
Converge: Select best solution, prepare for specPhase 1 — Diverge (Expand Options)
Goal: generate span, not depth. Resist evaluating during this phase.
Use techniques from guides/DIVERGENT-CONVERGENT.md:
| Technique | Best For |
| SCAMPER | Reimagining existing approaches |
| Reverse Thinking | Breaking out of incremental ruts |
| First Principles | Decomposing to fundamentals |
| How Might We | Reframing the problem |
| Worst Idea | Lowering inhibition, unlocking creativity |
Facilitation prompts:
- "What if we did the opposite?"
- "What if budget/time/tech weren't factors?"
- "Who else has this problem? How do they solve it?"
- "What would this look like at 10x scale?"
- "What if it could only have one feature?"
Phase 2 — Converge (Select Path)
Goal: filter, prioritize, commit. Use evidence, not instinct.
| Technique | Best For |
| Impact/Effort Matrix | Prioritizing by value vs cost |
| NUF Test | Scoring novelty, usefulness, feasibility |
| Assumption Audit | Surfacing unvalidated bets |
| Pre-mortem | Stress-testing chosen direction |
Facilitation prompts:
- "What could kill this idea? If it failed in 12 months, why?"
- "What must be true for this to work?"
- "Would users switch from their current approach?"
- "Which failure modes are acceptable? Which are dealbreakers?"
Output
The selected direction feeds directly into spec-driven-development as the starting point for SPEC.md.
Anti-Patterns
- Premature convergence — Picking the first idea without alternatives explored.
- Anchoring — First idea (especially from senior person) becomes default.
- Confirmation bias — Seeking evidence that supports preferred idea, dismissing counter-evidence.
- Solution-anchored framing — "How do we add X?" instead of "What problem are we solving?"
- Skipping assumption audit — Moving to spec without surfacing what must be true.
- Yes-machine facilitation — Never pushing back on weak ideas.
Verification
- Divergent phase completed (2+ techniques used, 3+ alternatives generated)
- Convergent phase completed (selection criteria defined and applied)
- Assumption audit surfaced must-be-true statements
- Selected direction has clear rationale (not just "felt right")
- Output ready to feed into
spec-driven-development bash scripts/skill-lint.sh skills/idea-refinepasses
Other versions60 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 60
- addyosmani/agent-skills★ 112ksame name
- rizqinrr/viserys-agent★ 556same name
- shashankswe2020-ux/whoop-mcp★ 174same name
- vinvcn/addyosmani-agent-skills-zh★ 46same name
- sampleXbro/agentsmesh★ 24same name
- jaskirat1616/grok-skills★ 22same name
- HK-hub/AgentSkills★ 6same name
- lza6/claw-code-tingfeng★ 5same name
- ddddjaak/ae-skills★ 4same name
- dzevs/zynk★ 4same name
50 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use constraint-driven-development, security-best-practices 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.
MrCipherSmithSkillconstraint-driven-development
Use when a project needs a persistent, measurable quality bar — starting a project without documented standards, 'set up constraints', or when coverage/perf/a11y thresholds get re-debated per-PR. Produces CONSTRAINTS.md with enforceable numbers, ratchets, and a guard against silent weakening. NOT for throwaway prototypes or a one-off CI setup.
Also in 13 projects that use this
OpenAISkillsecurity-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
CloudflareSkillreceiving-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 5 projects that use this
VercelSkillweb-design-guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
Also in 7 projects that use this
victorgarciaesgiSkillzoom-out
Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
Also in 3 projects that use this
In this repository59 other files it gives its agents.
- AGENTS.mdAGENTS.md
- templates/CLAUDE.mdCLAUDE.md
- adapt-skillSkill
- api-and-interface-designSkill
- architecture-analysisSkill
- audit-skillSkill
- backend-api-masterySkill
- browser-testing-with-devtoolsSkill
- ci-cd-and-automationSkill
- clarify-skillSkill
- cli-toolsSkill
- code-review-and-qualitySkill
- code-simplificationSkill
- context-engineeringSkill
- critique-skillSkill
- customize-opencodeSkill
- debugging-and-error-recoverySkill
- debugging-three-strikesSkill
- delight-skillSkill
- deprecation-and-migrationSkill
- dev-environment-auditSkill
- documentation-and-adrsSkill
- doubt-driven-developmentSkill
- engineering-fundamentalsSkill
- frontend-desktopSkill
- frontend-mobileSkill
- frontend-pwaSkill
- frontend-ui-engineeringSkill
- frontend-webSkill
- fullstack-shippingSkill
- gateSkill
- git-init-and-versioningSkill
- git-workflow-and-versioningSkill
- hard-skillSkill
- incremental-implementationSkill
- industrial-brutalist-uiSkill
- interview-meSkill
- minimalist-uiSkill
- multi-agent-orchestrationSkill
- observability-and-instrumentationSkill
- optimize-skillSkill
- output-skillSkill
- performance-optimizationSkill
- planning-and-task-breakdownSkill
- polish-skillSkill
- project-health-checkSkill
- project-metricsSkill
- redesign-skillSkill
- security-and-hardeningSkill
- self-improvementSkill
- shipping-and-launchSkill
- skill-creatorSkill
- skill-improverSkill
- soft-premium-uiSkill
- source-driven-developmentSkill
- spec-driven-developmentSkill
- test-driven-developmentSkill
- typeset-skillSkill
- user-onboardingSkill
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