brainstorming
Skill2 starsChanged 7 months agoMITView on GitHub
Standardize steps to clarify intent, requirements, constraints, trade-off and candidate approaches before writing plans or implementing in OpenClaw-Module Android; Prioritize controlled divergence, state assumptions, detect unknowns and choose directions worth trying before locking the execution plan. Use when ideas are vague, have many approaches, need to explore design space, compare options, think through approaches, evaluate trade-offs, or want to clarify problem framing before committing to a specific plan/approach.
190 other projects use a version of this.
Adopted by
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.
Leodorareluctant259Skillchinese-code-review
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Leodorareluctant259Skillchinese-commit-conventions
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ryanportfolioSkilladdskill
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ryanportfolioSkillapply-firmware
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- +2 more from Leodorareluctant259
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Other versions190 projects use a version of this.
Word for word · 0
None found.
Edited · 0
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.
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The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 4 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 170 edited versions we read keep these.
4
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 56
If brainstorming reveals the scope is already clear, hand off to writing-plans.
- Distinctive: line 57
If unknowns are blocking good options, call them out instead of pretending certainty.
- Distinctive: line 78
Not enough context for good comparison:
- Distinctive: line 80
No meaningful alternative exists:
- Distinctive: line 91
Must distinguish assumptions from known constraints.
“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
Indexed Reference Map
- @[SKILL.md#L1-L94] Frontmatter, trigger rules, SOP, output contract.
- @[references/INDEX.md#L1-L17] Reading order and reference inventory.
- @[references/problem-framing.md#L1-L10] How to define the problem before proposing solutions.
- @[references/divergence-rules.md#L1-L7] How to explore multiple options without drifting.
- @[references/convergence-check.md#L1-L7] How to narrow to a recommended direction.
- @[references/examples.md#L1-L11] Example brainstorming outputs.
Scope
- In-scope:
- Clarifying goals, constraints, unknowns, and trade-offs.
- Generating multiple plausible approaches before planning.
- Producing a recommendation with explicit reasoning.
- Out-of-scope:
- Jumping straight into implementation details without framing.
- Treating brainstorming as an excuse for endless ideation.
- Replacing concrete planning when scope is already known.
KB Mode Notes
- Reading order:
references/INDEX.mdreferences/problem-framing.mdreferences/divergence-rules.mdreferences/convergence-check.mdreferences/examples.md
- Coverage Matrix:
- Problem definition ->
problem-framing.md - Option generation ->
divergence-rules.md - Narrowing decision ->
convergence-check.md - Examples ->
examples.md
- Problem definition ->
- Portability note:
- “Brainstorming” here is structured technical exploration, not free-form creative dumping.
Trigger Rules
- Positive:
- User asks for ideas, options, approaches, design directions, comparisons, or trade-offs.
- Problem framing is still fuzzy and solution space is open.
- Prompt contains intent like: brainstorm, explore options, think through approaches, compare alternatives, what are the possible designs, before we implement.
- Negative:
- A clear plan already exists.
- The task only needs direct execution.
- The user wants final verification/completion, not exploration.
- Escalation:
- If brainstorming reveals the scope is already clear, hand off to
writing-plans. - If unknowns are blocking good options, call them out instead of pretending certainty.
- If brainstorming reveals the scope is already clear, hand off to
SOP
- Frame the problem
- Define objective, constraints, unknowns, and success criteria.
- Generate candidate approaches
- Produce multiple realistic options.
- Compare trade-offs
- Complexity, risk, reversibility, and fit with runtime constraints.
- Identify missing information
- Separate known facts from assumptions.
- Converge to recommendation
- Select the most sensible next direction.
- Suggest next action
- Usually move to plan-writing or targeted validation.
Error Handling
- Options are too vague:
- restate the problem and tighten constraints.
- Brainstorming drifts into implementation:
- pull back to approach-level comparison.
- Not enough context for good comparison:
- say what is missing.
- No meaningful alternative exists:
- state that directly instead of fabricating variety.
Output Contract
- Deliverable:
Problem Frame:objective/constraints/unknowns.Options:2+ candidate approaches when appropriate.Trade-offs:pros/cons or risks.Recommendation:preferred direction.Next Step:usually plan, experiment, or direct execution.
- Validation:
- Must distinguish assumptions from known constraints.
- Compliance Verdict:
PASSwhen exploration is bounded, comparative, and converges to a usable next step; otherwisePARTIALorFAIL. herwisePARTIALorFAIL.
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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.

