construct-hierarchy
SkillDev toolsLets your agent build a hierarchy of entities with is-a and part-of links, checking for cycles and invalid edges.
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 construct-hierarchy skill
About this skill
Construct an acyclic is-a/part-of/instance-of hierarchy with explicit roots, depth, and transitivity constraints.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/construct-hierarchy/SKILL.md and read by ahel’s review.
Purpose
Construct an acyclic is-a/part-of/instance-of hierarchy with explicit roots, depth, and transitivity constraints.
Input contract
required: [entity_set, relation_assertions, hierarchy_scope]
optional: [root_policy, multiple_inheritance_policy, depth_limit]
constraints: [relations use declared types; cycles are invalid]
Procedure
- Normalize entity identifiers and relation types.
- Insert high-confidence edges and infer only declared transitive edges.
- Detect cycles, orphan nodes, missing intermediate levels, and root violations.
- Repair or quarantine invalid edges, then emit roots, depth, and edge rationale.
If the hierarchy is complete enough to test for cycles, orphans, and incompatible parentage, consider audit-structure-consistency as the next tactic.
Output contract
produces: [hierarchy_graph, roots, depth_report, cycle_report, edge_rationales]
delta_fields: [findings, evidence_updates, uncertainties]
Quality gates
- Graph is acyclic and every node has an allowed path to a root or an explicit orphan status.
- Transitive closure does not introduce relation-type violations.
- Depth is reported; depth >5 requires explicit justification.
Parameterization
Caller supplies entity schema, relation ontology, root and multiple-inheritance policies, transitivity rules, and depth limit.
Failure and counterexamples
Reject an edge that creates a cycle or conflates is-a with part-of.
Provenance map
- resolved: hierarchy-construction
- intermediate: Pass4/map-field-taxonomy
Preserved source criteria ledger
| source | criterion |
|---|---|
| hierarchy-construction | Acyclic always; cycles are logical errors. |
| hierarchy-construction | Multiple inheritance is allowed. |
| hierarchy-construction | Depth <=5 unless explicitly justified. |
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
construct-hierarchy- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine