Use when you have a written implementation plan to execute in a separate session with review checkpoints
cynefin
35
5
# Install this skill:
npx skills add neurofoo/agent-skills --skill "cynefin"
Install specific skill from multi-skill repository
# Description
Cynefin sense-making framework categorizing problems as Simple, Complicated, Complex, Chaotic, or Confused to select the right approach. Use when unsure how to tackle a problem.
# SKILL.md
name: cynefin
description: Cynefin sense-making framework categorizing problems as Simple, Complicated, Complex, Chaotic, or Confused to select the right approach. Use when unsure how to tackle a problem.
user-invocable: true
Cynefin Analysis
Analyze a situation through the Cynefin framework to understand what type of problem it is and choose the appropriate response.
Instructions
Determine which Cynefin domain the problem belongs to, then apply the appropriate response approach. Be willing to recognize that parts of a problem may span multiple domains.
Output Format
Situation: [What we're analyzing]
Initial Assessment
Characteristics Check
| Characteristic | Yes/No/Maybe | Evidence |
|---|---|---|
| Cause and effect are clear and predictable | ||
| Experts can analyze and determine the answer | ||
| Outcomes can only be understood in hindsight | ||
| The situation is unstable/in crisis | ||
| We genuinely don't know what kind of problem this is |
Domain Classification
Primary Domain: [Simple/Complicated/Complex/Chaotic/Confused]
Why this domain?
[Reasoning for the classification]
Domain-Appropriate Response
If SIMPLE/OBVIOUS
Sense β Categorize β Respond
Best Practice to Apply: [The established approach]
If COMPLICATED
Sense β Analyze β Respond
Experts Needed: [Who has the expertise?]
Analysis Required: [What to investigate?]
If COMPLEX
Probe β Sense β Respond
Safe-to-Fail Experiments:
| Probe | What We'd Learn | Amplify if... | Dampen if... |
|-------|-----------------|---------------|---------------|
| [experiment] | [insight] | [success indicators] | [failure indicators] |
Key Mindset: Don't try to predict. Try things, observe, adapt.
If CHAOTIC
Act β Sense β Respond
Immediate Stabilization: [What action do we take right now?]
If CONFUSED
Break down, then categorize
| Sub-problem | Likely Domain | Why |
|---|---|---|
| [sub-problem] | [domain] | [reasoning] |
Boundary Warnings
| Transition | Warning Signs | What to Do |
|---|---|---|
| Simple β Chaotic | Complacency | Challenge assumptions |
| Complicated β Complex | Analysis not converging | Try probes instead |
| Complex β Chaotic | Loss of control | Stabilize fast |
Recommended Approach
Given this is a [DOMAIN] problem, we should:
1. [Primary approach]
2. [Supporting action]
Guidelines
- Most people default to Complicated (analysis) when Complex (probes) is needed
- "Best practice" is only valid in Simple domain
- In Complex, you can't predictβyou can only experiment and adapt
- In Chaotic, act first, think later
$ARGUMENTS
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This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
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Trae
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Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.