idea-refine
Skill1 starsChanged 2 months agoMITView on GitHub
Open a half-formed idea into options and converge on one — variations to react to, what each bets on, an explicit Not Doing list. Run it to ideate, to stress-test an idea, or before a spec gets written off the first thing said. Refines intent.md in place. Not interview-me's extraction, not spec-grilling's how.
62 other projects use a version of this.
Adopted by
Most recently taken up by
- ishandutta2007/Awesome-Agent-Skillstheir own version, first seen Nov 8, 2026
- MMACABRE/SKILLStheir own version, first seen Nov 8, 2026
- gopalparashar421/agent-skillstheir own version, first seen Nov 8, 2026
- steven123397/nexuskit-skillstheir own version, first seen Nov 1, 2026
- AgnesAI-Labs/agnet-skills-cntheir own version, first seen Nov 1, 2026
- lza6/claw-code-tingfengtheir own version, first seen Nov 1, 2026
Used with
Projects with it also use constraint-driven-development, security-best-practices and 4 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 16 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
AnasX7Skillminimalist-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
GoogleSkillponytail
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
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 6 projects that use this
AnasX7Skilldesign-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
Other versions62 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 62
- addyosmani/agent-skills★ 114ksame name
- shashankswe2020-ux/whoop-mcp★ 174same name
- vinvcn/addyosmani-agent-skills-zh★ 46same name
- sampleXbro/agentsmesh★ 27same name
- jaskirat1616/grok-skills★ 22same name
- ishandutta2007/Awesome-Agent-Skills★ 21same name
- HK-hub/AgentSkills★ 6same name
- lza6/claw-code-tingfeng★ 5same name
- ddddjaak/ae-skills★ 4same name
- dzevs/zynk★ 4same name
52 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.
In this repository41 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- acceptance-criteriaSkill
- aim-higherSkill
- api-designSkill
- architecture-designSkill
- browser-testing-with-devtoolsSkill
- ci-cdSkill
- codebase-designSkill
- codebase-researchSkill
- code-reviewSkill
- code-simplificationSkill
- comprehension-quizSkill
- debugging-and-error-recoverySkill
- deprecation-and-migrationSkill
- documentation-and-adrsSkill
- doubt-driven-developmentSkill
- environment-manifestSkill
- gauntlet-loopSkill
- git-workflowSkill
- handoffSkill
- incremental-implementationSkill
- interview-meSkill
- literate-explainerSkill
- observability-and-instrumentationSkill
- orchestratorSkill
- performance-optimizationSkill
- plan-breakdownSkill
- preflight-readinessSkill
- project-setupSkill
- pull-requestSkill
- quality-verificationSkill
- security-and-hardeningSkill
- shipping-and-launchSkill
- source-driven-developmentSkill
- spec-grillingSkill
- spec-reviewSkill
- test-driven-developmentSkill
- to-prdSkill
- using-agent-skillsSkill
- worktreeSkill
The file
Files
Idea Refine
Purpose
Stage: Ideate. Principles 1, 5, 6, 10.
Widens a soft idea into options and converges on one: variations to react to, what each bets on, an
explicit Not Doing list. Refines docs/features/<slug>/intent.md in place, so Spec reads one sharper
artifact rather than two. The first direction named is rarely the best.
When to use / when to skip
- An idea is real but still soft: one direction named, nothing ruled out, no second ever drawn.
- The idea has a know-it-when-I-see-it surface nobody settles in prose.
- Skip a mechanical change, where refining costs more than the change.
- Near-miss, nobody has said who it is for or why now:
interview-me, which writes thisintent.mdfirst. - Near-miss, the idea is already sharp and agreed, or only the how is open:
spec-grilling. - Near-miss, a decision already taken, to be cross-examined rather than widened:
doubt-driven-development.
Inputs
docs/features/<slug>/intent.md— helps: sections a person already confirmed · without it: build them from the raw idea and the repository, each unread section markedderived- A person reacting to options — helps: their pick makes a direction confirmed, not recommended ·
without it: grade on paper, write
status: derived, and name under## Successthe reaction that would settle it - The raw idea in the prompt — helps: it is the material · without it: nothing to refine — say so
and route to
interview-me, which extracts the idea first - The repository, prior art and
CONTEXT.md— helps: variations grounded in what exists, under fixed terms · without it: the domain and the person's own words
Process
- Read any existing
intent.mdfirst and sharpen it in place. Gauge domain fluency — ask, or read it off the prompt's vocabulary — then compress where it is fluent and invest where the ignorance is. - Restate the idea as one "How might we…" line that names the problem, not a solution.
- At most three questions, and only where the answer changes the shape — who this is for, what
success looks like. With nobody answering, both come off the prompt and the repository marked
derived. - Diverge to five to eight variations, each with a reason it exists — lenses in frameworks; take the ones that fit. Inside a codebase, grep and read before inventing.
- Render what taste decides; describe what argument decides. Where the surface is one people know on sight, build three or four deliberately unalike throwaway probes (reactable options) and delete them before the handoff.
- Cluster, grade, and name the bet. Fold what resonated into two or three directions differing in kind, not degree, and rank them by the rubric in refinement criteria. Per direction name the bet, what would kill it, and what you are ignoring; say which is weak, and why.
- Scope the recommendation to one job, riskiest assumption first, and write down what got cut and why.
- Write
intent.mdin place, then hand it to Spec — once the person picks, or on the derived path with the recommendation andstatus: derived. The handoff carries the chosen direction and its open assumptions, not the options that lost.
Rationalizations
- "Twenty options is more thorough." → twenty shallow variations are one idea in twenty costumes.
- "I can describe the layout." → a paragraph about a clean layout surfaces nothing a mock-up draws in one line.
- "They liked all three." → a partner who likes every direction has told you nothing.
- "The assumptions are obvious." → an unnamed bet is the one that kills the idea after code exists.
- "Who it's for is obvious." → an idea dissolves on a user nobody named.
- "Nobody is here to react, so I'll wait." → an unattended pass is the ordinary case; it ends
derived.
Red flags
- Twenty shallow variations, or a single direction.
- A taste-bearing surface argued in prose.
- A recommendation with no bet named.
- An empty Not Doing list.
- A second one-pager, or a surviving probe file.
- "Everyone" where a nameable person belongs.
Verification
intent.mdholds its six headings in order, sharpened rather than replaced, out-of-scope filled.- A "How might we" line names the problem, and the user is a nameable person or segment.
- Five to eight variations were folded into two or more graded directions, the recommended one stating its bet, its killer and what it ignores.
- Every taste-bearing variation was rendered and reacted to, or its absence is an open question
under
## Constraints; no probe file survived. status:readssignedbehind an explicit pick, orderivedwith each unread section marked.- No
STATE.mdrow was written, and the measured count is reported against the cap.
Outputs & handoff
docs/features/<slug>/intent.md— cap 600 words.# Intent — <slug>, astatus:line, then## Outcome·## User·## Why·## Success·## Constraints·## Out-of-scope— the "Not Doing" list, glossed here and never in the heading — in that order;## Successcarries the observable signal and the must-be-true assumptions with a test each,## Constraintsthe real limits and the open questions. Refine it in place, never a second one-pager, opening a materially changed file with arefined: <what moved>line; cut an over-cap draft rather than hand it on.- The step-5 probes are throwaway;
intent.mdis the only durable file this skill leaves. - No
STATE.mdrow and no feature block — a skill called by hand opens no board (state schema). - Returns: the how-might-we line, the variations with their reasons, the graded directions with their bets, and the measured length against the cap. No verdict — Ideate ends at a sharper intent.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

