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Expands the solution space with structured creative exploration and divergent thinking. Use when the task benefits from novel options, brainstorming, or deeper exploration beyond the first obvious answer.
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Stress-tests an idea through adversarial analysis, steelmanning, and concrete counterarguments. Use when claims need pressure-testing, failure modes may be subtle, or security and robustness matter.
Pressure-tests a proposed design through research, architecture, engineering, and cold-reader review before implementation. Use when a non-trivial plan exists and you want to find weak assumptions before writing code.
Runs the hypothesis → benchmark → keep/discard protocol for an autoresearch iteration. Use when executing a `shaka autoresearch` loop; it is loaded automatically on each iteration.
Evaluates an external source (repo, tool, article, talk) against the current project and produces a report-only steal/adapt/reject decision table with named rejections. Use when mining another system for ideas worth adopting without copying its scope.
Creates the benchmark harness for a new autoresearch run from a natural-language objective. Use when starting an interactive `shaka autoresearch start` setup session.
Surfaces stronger decisions through structured multi-agent debate across competing perspectives. Use when several plausible approaches exist and the tradeoffs need to be argued, not just listed.
SOC 職業分類に基づく
| name | be-creative |
| description | Expands the solution space with structured creative exploration and divergent thinking. Use when the task benefits from novel options, brainstorming, or deeper exploration beyond the first obvious answer. |
| key | becreative |
| include_when | Need creative divergence. Novel solution space. Avoiding obvious answers. |
Enhance AI creativity using deep thinking + Verbalized Sampling. Combines research-backed techniques (Zhang et al., 2024) for 1.6-2.1x diversity increase and extended thinking for quality.
Route to the appropriate workflow based on the request.
When executing a workflow, output this notification:
Running the **WorkflowName** workflow in the **be-creative** skill to ACTION...
| Workflow | Triggers | Description |
|---|---|---|
Workflows/StandardCreativity.md | "be creative", "think creatively", default creative tasks | Standard deep thinking + VS for quality creative work |
Workflows/MaximumCreativity.md | "maximum creativity", "most creative", "radically different" | Push boundaries, avoid all cliches, unconventional |
Workflows/IdeaGeneration.md | "brainstorm", "ideas for", "solve this problem" | Problem-solving and innovation focus |
Workflows/TreeOfThoughts.md | "complex problem", "multi-factor", "explore paths" | Branching exploration for complex challenges |
Workflows/DomainSpecific.md | "artistic", "business innovation", domain-specific | Domain-tailored creativity templates |
Workflows/TechnicalCreativityGemini3.md | "technical creativity", "algorithm", "architecture" | Engineering creativity via Gemini 3 Pro |
Core technique: Generate 5 diverse options (p<0.10 each) internally, output single best response.
Default approach: For most creative requests, apply StandardCreativity workflow.
For artistic/narrative creativity: Apply workflow directly (no delegation needed).
For technical creativity: Use TechnicalCreativityGemini3 workflow.
| Resource | Description |
|---|---|
ResearchFoundation.md | Research backing, why it works, activation triggers |
Principles.md | Core philosophy and best practices |
Templates.md | Quick reference templates for all modes |
Examples.md | Practical examples with expected outputs |
assets/creative-writing-template.md | Creative writing specific template |
assets/idea-generation-template.md | Brainstorming template |
Works well with:
Example 1: Creative blog angle
User: "think outside the box for this AI ethics post"
-> Applies StandardCreativity workflow
-> Generates 5 diverse angles internally (p<0.10 each)
-> Returns most innovative framing approach
Example 2: Product naming brainstorm
User: "be creative - need names for this security tool"
-> Applies MaximumCreativity workflow
-> Explores unusual metaphors, domains, wordplay
-> Presents best option with reasoning
Example 3: Technical creativity
User: "deep thinking this architecture problem"
-> Invokes TechnicalCreativityGemini3 workflow
-> Uses Gemini 3 Pro for mathematical/algorithmic creativity
-> Returns novel technical solution
Research-backed creative enhancement: 1.6-2.1x diversity, 25.7% quality improvement.