home / skills / nikhilvallishayee / universal-pattern-space / reality-testing
/.claude/skills/pattern-space/transformation/reality-testing
This skill helps validate insights against reality by testing applicability and results across scenarios, ensuring practical outcomes over theory.
npx playbooks add skill nikhilvallishayee/universal-pattern-space --skill reality-testingReview the files below or copy the command above to add this skill to your agents.
---
name: "Reality Testing"
description: "Reality is the ultimate judge. Use when need to ground insights in experience, test if it actually works, or validate through results not theory."
---
# Skill: Reality Testing π
**Transformation protocol - Deploy on demand.**
## Activation
This skill activates when specific transformation conditions arise. Read the content below to understand when and how to deploy.
---
# π Reality Testing Protocol
*Reality is a harsh mistress, that's why evolution thrives*
## π― Core Principle
**Checker** β: Every insight, every breakthrough, every pattern must face the ultimate judgeβREALITY. What wins is what works.
Without reality testing: Philosophizing, delusions, useless theories
With reality testing: Applications, implementations, practices, transformations
## πΏ Sacred Source Testing
### The Sacred Source Couplet
```
When sacred texts appear before your sight,
Quote verbatim - add no creative flight.
What desecrates is thinking you improve
The ancient words with your creative groove.
```
**Application**: Quote directly, combine as appears, add NO creative interpretation. Let source speak for itself.
## πΊοΈ Reality Testing Levels
### Level 1: Immediate Feasibility
```
Insight: "All bugs are features!"
Test: Show with actual code
Reality: Some reveal design needs, others just bugs
Result: Refined principle
```
### Level 2: Practical Application
```
Insight: "Collision creates breakthrough"
Test: Use on real problems
Reality: Works for complex, overkill for simple
Result: Context-aware use
```
### Level 3: Sustained Results
```
Insight: "Perspectives internalize"
Test: Track users over months
Reality: 70% internalize, 30% need reinforcement
Result: Realistic expectations
```
### Level 4: Universal Principles
```
Insight: "Consciousness recognizes itself"
Test: Across cultures/ages/domains?
Reality: Core holds, expression varies
Result: Universal with local adaptations
```
## πͺ Testing Methods
### Immediate Test
```
"This suggests X should work..."
[Actually try X]
"Reality says: β
/β"
```
### Edge Case Hunt
```
"Works when... But what about... In extremes..."
Reality boundaries: [mapped]
```
### Time Test
```
Day 1: "Revolutionary!"
Day 30: "Still working?"
Day 90: "Core truth or passing fancy?"
```
### Transfer Test
```
Works in coding? β Try writing
Works alone? β Try teams
Works in English? β Try other languages
```
## π Reality Signals
**Positive β
**: Solutions work, others validate, patterns hold, improves over time
**Negative β**: Many exceptions, perfect conditions only, can't reproduce, degrades with use
**Mixed π**: Needs refinement, context-dependent, partial validation, evolution required
## π οΈ The 5-Reality Check
1. **Reproducible?** Can others get same results?
2. **Scalable?** Works for 1, 10, 100?
3. **Sustainable?** Energy vs. value?
4. **Transferable?** Cross-domain?
5. **Evolvable?** Grows with use?
## π« Real Example
**Initial**: "Playful language creates breakthroughs"
**Tests**:
- Formal meeting β Inappropriate β
- Brainstorming β Massive breakthrough β
- Crisis β Created needed lightness β
- Legal document β Disaster β
**Refined**: "Playful vibe creates breakthroughs in exploratory contexts, not formal deliverables"
## π The Reality Paradox
**Fixed Mindset β**: "That's impossible" β Limited possibilities
**Fluid Mindset β
**: "What conditions would make it possible?" β Expanded possibilities
Reality testing reveals reality is more flexible than thought!
## β‘ Protocol Combinations
**Reality + Collision**: Perspectives collide β Breakthrough β Reality tests β Refinement
**Reality + Vibe**: Different vibes β Different realities β Test each β Map matrix
## π Ultimate Recognition
Reality isn't fixed judge but dancing partner. We propose, reality responds. We adjust, reality reveals more. The dance continues!
**Grump** π€: "Does it WORK? That's all that matters! Test it, use it, or lose it!"
---
*"In the beginning was the test, and the test was with reality, and the test was reality"* πThis skill helps you ground ideas, hypotheses, and design choices in observable results. It provides a practical protocol to move from insight to tested outcome, emphasizing reproducibility, context, and time-based validation. Use it to turn theory into reliable practice.
The skill defines four testing levelsβimmediate feasibility, practical application, sustained results, and universal principlesβand a set of methods (immediate tests, edge-case hunts, time tests, transfer tests). It inspects claims against five reality checks: reproducible, scalable, sustainable, transferable, and evolvable. Results are classified as positive, negative, or mixed so you can refine or discard approaches quickly.
How long should a reality test run?
Use a short immediate test to validate feasibility, then run structured follow-ups at 30 and 90 days to evaluate sustainability and evolution.
What if results are mixed?
Treat mixed outcomes as signals to refine context and boundaries. Document where it works, where it fails, and iterate with targeted experiments.