brainstorming
Skill1 starsChanged 5 months agoMITView on GitHub
Explore intent, constraints, options, and open questions before committing to a design or code path. Use before non-trivial coding, ambiguous requests, product choices, architecture changes, debugging with unclear cause, or any work where a wrong assumption would be expensive. User request, known constraints, repo context, relevant prior specs or memory, and any hard deadline or acceptance criteria. A concise decision brief: clarified intent, assumptions, options, recommendation, unresolved questions, and suggested next workflow step. Generating 2-4 options before committing to a…
191 other projects use a version of this.
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Most recently taken up by
- dvy1987/agent-loomtheir own version, first seen Nov 15, 2026
- FimawLLC/fimaw-skillstheir own version, first seen Nov 15, 2026
- mdiri-ai/SoduWorktheir own version, first seen Nov 15, 2026
- 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
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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- +2 more from Leodorareluctant259
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Other versions191 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 191
- 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
181 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 repository117 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- advanced-orchestrationSkill
- architect-agentSkill
- implementer-agentSkill
- quality-councilSkill
- reviewer-agentSkill
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- writer-critic-pairSkill
- authoring-skillsSkill
- api-endpoint-qualitySkill
- async-job-qualitySkill
- auth-qualitySkill
- db-migration-qualitySkill
- frontend-state-qualitySkill
- acceptance-criteriaSkill
- adaptive-flowSkill
- adaptive-prompt-selectionSkill
- adversarial-code-reviewSkill
- architecture-decision-recordsSkill
- brownfield-spec-enhancementSkill
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- checkpoint-validationSkill
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- code-context-packSkill
- code-intelligence-reviewSkill
- context-policySkill
- context-rich-implementationSkill
- crash-proof-planningSkill
- critique-pass-protocolSkill
- dependency-aware-task-orderingSkill
- deprecation-migrationSkill
- disciplined-diagnosisSkill
- docs-authorSkill
- executing-plansSkill
- external-skillSkill
- finishing-a-development-branchSkill
- git-guardrailsSkill
- goal-driven-executionSkill
- grill-user-before-buildingSkill
- guard-bypass-protocolSkill
- improve-codebase-architectureSkill
- incremental-reviewSkill
- issue-slicingSkill
- lessons-learned-dbSkill
- loop-engineeringSkill
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- model-weakness-memorySkill
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- plan-from-specSkill
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- project-constitutionSkill
- prompt-architectureSkill
- prototype-before-commitmentSkill
- quality-engineSkill
- quality-execution-contractSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 172 edited versions we read keep these.
4
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 20
Use before non-trivial coding, ambiguous requests, product choices, architecture changes, debugging with unclear cause, or any work where a …
- Distinctive: line 56
If this skill is not the right phase for your task, use one of these instead:
- Distinctive: line 66
Use when a design space is wide, when a decision is high-impact or hard to reverse, or when stakeholders disagree on direction.
- Distinctive: line 84
Keep the output concise enough to guide action.
“Common” is measured: kept by at least 6 in 10 of the 172 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
Skill: Brainstorming
Purpose
Explore intent, constraints, options, and open questions before committing to a design or code path.
When to use
Use before non-trivial coding, ambiguous requests, product choices, architecture changes, debugging with unclear cause, or any work where a wrong assumption would be expensive.
Inputs
User request, known constraints, repo context, relevant prior specs or memory, and any hard deadline or acceptance criteria.
Workflow
- Restate the user intent in your own words and separate facts from assumptions.
- List the smallest set of clarifying questions that would materially change the solution.
- Offer 2-4 viable approaches with trade-offs, risks, and likely validation paths.
- Identify non-goals and scope boundaries so brainstorming does not become implementation.
- Recommend one approach only after the uncertainty is visible.
- For non-trivial work, transition into a spec/design artifact before implementation.
Outputs
A concise decision brief: clarified intent, assumptions, options, recommendation, unresolved questions, and suggested next workflow step.
Failure modes
- Brainstorming becomes hidden implementation planning without user-visible choices.
- The agent asks too many low-value questions instead of making safe assumptions explicit.
- A recommendation is presented without risks, non-goals, or validation strategy.
Verification checklist
- Intent, assumptions, and unknowns are separated.
- At least one alternative was considered for meaningful work.
- The recommended path is proportional to the task.
- Next step is clear: ask, spec, plan, implement, or stop.
Choose instead
Generating 2-4 options before committing to a direction.
If this skill is not the right phase for your task, use one of these instead:
skills/core/spec-first-development/SKILL.md— once a direction is chosen and a spec is needed.skills/core/writing-plans/SKILL.md— once a direction is chosen and you want a step-by-step plan.
For the full decision tree across all 6 plan-family skills, see docs/workflows/plan-skill-decision-tree.md.
Parallel exploration (from creative-parallel-exploration)
Use when a design space is wide, when a decision is high-impact or hard to reverse, or when stakeholders disagree on direction.
- State the problem and the criteria the decision will be judged on.
- Generate 2–4 genuinely different candidate approaches.
- For each candidate, sketch how it works, its trade-offs, and its risks.
- Time-box the exploration so it does not become analysis paralysis.
- Score candidates against the criteria; note where evidence is thin.
- Choose one approach and record why, including the strongest ideas from rejected candidates worth carrying forward.
- Feed the decision into the spec or plan.
System context (from zoom-out-system-context)
Pause local edits and explain the broader system, seams, risks, and options before architecture-sensitive work.
- Inspect neighboring code and docs.
- Describe system purpose and boundaries.
- Identify seams, coupling, invariants, and risk zones.
- Recommend whether to proceed, prototype, create ADR, or narrow scope.
- Keep the output concise enough to guide action.
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