cynefin

Included with Lifetime

$97 forever

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.

General

What this skill does


# 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 → Categorize → Respond*

**Best Practice to Apply**: [The established approach]

### If COMPLICATED
*Sense → Analyze → Respond*

**Experts Needed**: [Who has the expertise?]
**Analysis Required**: [What to investigate?]

### If COMPLEX
*Probe → Sense → 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 → Sense → 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 → Chaotic | Complacency | Challenge assumptions |
| Complicated → Complex | Analysis not converging | Try probes instead |
| Complex → 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 predict—you can only experiment and adapt
- In Chaotic, act first, think later

$ARGUMENTS

Files: 5

Size: 19.5 KB

Complexity: 41/100

Category: General

Source: https://github.com/neurofoo/agent-skills/tree/main/cynefin

Related in General

modeling-omnistudio-epc-catalog

Included

Salesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).

Generalscripts

relationship-science-coach

Included

Use this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.

Generalscripts

building-sf-integrations

Included

Salesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).

Generalscripts

venue-templates

Included

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.

Generalscripts

let-fate-decide

Included

Draws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.

Generalscripts

net-ops

Included

Cross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.

Generalscripts