AgentSkillsCN

BeCreative

扩展思维模式。适用于需要发挥创意、深度思考、延展推理的场景。

SKILL.md
--- frontmatter
name: BeCreative
description: Extended thinking mode. USE WHEN be creative, deep thinking, extended reasoning.
key: becreative
include_when: Need creative divergence. Novel solution space. Avoiding obvious answers.

Customization

Before executing, check for user customizations at: ${SHAKA_HOME}/customizations/skills/BeCreative/

If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults.

BeCreative Skill

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.


Workflow Routing

Route to the appropriate workflow based on the request.

When executing a workflow, output this notification:

code
Running the **WorkflowName** workflow in the **BeCreative** skill to ACTION...
WorkflowTriggersDescription
Workflows/StandardCreativity.md"be creative", "think creatively", default creative tasksStandard 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-specificDomain-tailored creativity templates
Workflows/TechnicalCreativityGemini3.md"technical creativity", "algorithm", "architecture"Engineering creativity via Gemini 3 Pro

Quick Reference

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 Index

ResourceDescription
ResearchFoundation.mdResearch backing, why it works, activation triggers
Principles.mdCore philosophy and best practices
Templates.mdQuick reference templates for all modes
Examples.mdPractical examples with expected outputs
Assets/creative-writing-template.mdCreative writing specific template
Assets/idea-generation-template.mdBrainstorming template

Integration with Other Skills

Works well with:

  • XPost / LinkedInPost - Generate creative social media content
  • Blogging - Creative blog post ideas and narrative approaches
  • Development - Creative technical solutions
  • Art - Diverse image prompt ideas and creative directions
  • Business - Creative offer frameworks and business models
  • Research - Creative research angles and synthesis approaches

Examples

Example 1: Creative blog angle

code
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

code
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

code
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.