build-current-reality-tree
SkillDev toolsLets your agent build claude skill-style Current Reality Trees that link problems to a few root causes.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the build-current-reality-tree skill
About this skill
Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/build-current-reality-tree/SKILL.md and read by ahel’s review.
Purpose
Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.
Input contract
required: [undesirable_effects, causal_evidence]
optional: [candidate_causes, system_boundary]
constraints: [each AND/OR connection requires a stated causal rationale]
Procedure
- Normalize undesirable effects into observable statements.
- Connect effects with sufficient-cause relationships, marking AND requirements.
- Trace converging chains to a small root set and test each link.
Output contract
produces: [current_reality_tree, root_cause_candidates, causal_rationale]
delta_fields: [findings, assumption_updates, uncertainties, decisions]
Quality gates
- Every effect has an incoming explanation or is marked unexplained; root candidates explain multiple effects where evidence supports it.
Failure and counterexamples
Do not infer causality from co-occurrence, and do not force a single root when independent roots remain.
Provenance map
deep-insight/current-reality-tree: resolved.
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
build-current-reality-tree- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine