Build Current Reality Tree from UDEs through causal chains to core conflicts
Scanned 6/2/2026
Install to Claude Code
npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill constraint-tree-building --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: constraint-tree-building
description: "Build Current Reality Tree from UDEs through causal chains to core conflicts"
version: 1.0.0
category: experiment-execution
type: tactic
used-by: constraint-analysis
orchestrates:
- undesirable-effect-listing
- causal-chain-tracing
- core-conflict-extraction
---
# Tactic: Constraint Tree Building
## Orchestration Pattern
1. **List UDEs** → spawn `undesirable-effect-listing`
- Collect all observable symptoms of system underperformance
- Ensure each UDE is specific, observable, and evidenced
- Minimum 5 UDEs for a meaningful tree
2. **Trace Causal Chains** → spawn `causal-chain-tracing`
- Input: UDE list from step 1
- For each UDE, trace backward: IF [cause] THEN [effect] BECAUSE [assumption]
- Connect UDEs that share common causes
- Identify convergence points (multiple chains meeting at one cause)
3. **Extract Core Conflict** → spawn `core-conflict-extraction`
- Input: convergence points from step 2
- If root cause is a dilemma, express as Evaporating Cloud
- If root cause is a single constraint, express as binding constraint statement
## Decision Criteria
- **When to iterate**: If the tree has disconnected components (UDEs not linked to any chain), return to step 2 with those UDEs
- **When to stop**: All UDEs connect to at most 3 root causes, and root causes are expressed as constraints or conflicts
- **When to escalate**: If >10 UDEs found, prioritize top-5 by severity before tracing
- **Quality gate**: Every causal link must have a BECAUSE clause (the underlying assumption)
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