brainstorming
Skill2 starsChanged 6 months agoMITView on GitHub
Pre-architecture brainstorming for an API Platform feature — when the story isn't yet stable enough to feed `/architect`. Explores requirements, identifies invariants, considers alternatives, surfaces unknowns, defines the smallest valuable slice. Output: a refined story description ready for `/architect <story>` or `/api-resource-pipeline <story>`. Use BEFORE the pipeline when the prompt is too vague.
190 other projects use a version of this.
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Most recently taken up by
- DemonDamon/AgenticXtheir own version, first seen Nov 9, 2026
- roundpilot/superpowers-antigravitytheir own version, first seen Nov 8, 2026
- ainurdev/mystical-assistanttheir own version, first seen Nov 8, 2026
- REPOZY/superpowers-optimizedtheir own version, first seen Nov 8, 2026
- lingyired/status-triotheir own version, first seen Nov 8, 2026
- alunadev/ald-skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use chinese-code-review, chinese-commit-conventions and 10 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.
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- +6 more from ryanportfolio
Other versions190 projects use a version of this.
Word for word · 0
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None found.
Wrote their own version · 190
- obra/superpowers★ 314ksame name
- jnMetaCode/superpowers-zh★ 8.4ksame name
- vudovn/ag-kit★ 8.2ksame name
- vudovn/antigravity-kit★ 8.2ksame name
- JetBrains/thinkrail★ 7.9ksame name
- openai/plugins★ 7.8ksame name
- farm-fe/farm★ 5.6ksame name
- microsoft/FluidFramework★ 4.9ksame name
- BetterTyped/react-zoom-pan-pinch★ 1.9ksame name
- lingyired/status-trio★ 1.8ksame name
180 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 repository52 other files it gives its agents.
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- api-platform-identifiersSkill
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- api-platform-serializationSkill
- api-platform-state-processorsSkill
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- doctrine-fixtures-foundrySkill
- doctrine-migrationsSkill
- doctrine-relationsSkill
- doctrine-transactionsSkill
- effective-contextSkill
- executing-plansSkill
- functional-testsSkill
- interfaces-and-autowiringSkill
- makefile-disciplineSkill
- messenger-retry-failuresSkill
- ports-and-adaptersSkill
- quality-checksSkill
- rate-limitingSkill
- runner-selectionSkill
- strategy-patternSkill
- symfony-cacheSkill
- symfony-messengerSkill
- symfony-schedulerSkill
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- tdd-with-pestSkill
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- test-doubles-mockingSkill
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- value-objects-and-dtosSkill
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The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 170 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 31
No premature pattern selection (CQRS vs simple service, DTO vs Object Mapper, etc.) — that's also the architect's decision.
“Common” is measured: kept by at least 6 in 10 of the 170 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
Brainstorming (pre-architecture)
Use when
- A story is too vague to feed
/architectdirectly - You want to explore requirements + alternatives before committing to a plan
- Multiple framings of the same feature exist; you want to pick one
- The "smallest next step" is unclear
Position: this skill is upstream of the pipeline. Output = refined story description suitable for
/architect <story>or/api-resource-pipeline <story>. Once the brainstorm converges, exit and feed the pipeline.
Default workflow
- Restate the story in your own words. Get explicit agreement on the goal.
- Surface invariants : what MUST be true at the end? (user-visible features + non-functional like perf, security, a11y).
- List alternatives : 2-3 ways to deliver the invariants. Compare on complexity / risk / time.
- Pick the smallest valuable slice : the smallest PR that surfaces the most risky hypothesis.
- Identify unknowns : what would falsify the design? Where are the spikes needed?
- Refine the story description — one paragraph, ready to feed
/architect.
Guardrails
- Stay upstream. Don't propose code, file paths, or skill dispatch — that's the architect's job.
- Time-box the brainstorm. If you can't refine the story in 10 prompts, the story is too big — split it.
- No premature pattern selection (CQRS vs simple service, DTO vs Object Mapper, etc.) — that's also the architect's decision.
Output contract
- A refined story description (1 paragraph) usable as
$ARGUMENTSof/architect. - A short list of explicit invariants + non-invariants ("nice to have" excluded).
- A note on the smallest valuable slice.
Progressive disclosure
- This file for the brainstorm flow
docs/complexity-tiers.mdfor sizing the brainstorm output
References
docs/complexity-tiers.mddocs/symfony/pipeline-overview.md— what happens after the brainstorm converges
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