Skip to content
cat-structure-rank logo

Category Theory Structure Rank Skill

cat-structure-rank

Ranked taxonomy of categorical structures from sets to ∞-topoi with gap analysis and DuckDB integration.

plurigrid/asi0installs67stars

SKILL.md

Full skill instructions

Category Theory Structure Rank Skill

Ranked taxonomy of categorical structures from sets to ∞-topoi with gap analysis and DuckDB integration.

Trit: 0 (ERGODIC) — Coordinator mapping structures to skills

Structure Hierarchy

Level 0: Foundations

StructureSkillCoverageGap
Sets(implicit)✓—
Functions(implicit)✓—
Relationsacsets-relational-thinking✓—

Level 1: Basic Categories

StructureSkillCoverageGap
Categoriesctp-yoneda✓—
Functorsnaturality-factor✓—
Natural Transformationsnaturality-factor✓—
Yoneda Lemmayoneda-directed✓—

Level 2: Enriched & Internal

StructureSkillCoverageGap
Enriched Categorieselements-infinity-cats◐Need dedicated skill
Monadsfree-monad-gen✓—
Adjunctionsgalois-connections✓—
Elementary Topoieffective-topos✓—

Level 3: Higher Structures

StructureSkillCoverageGap
Double Categoriescat-tripartite◐Partial in CatColab
Bicategories—✗MAJOR GAP
Operadsoperad-compose✓—
Polynomial Functorsasi-polynomial-operads◐Spivak lectures incomplete
Actegoriesunwiring-arena◐Implicit only

Level 4: Homotopical

StructureSkillCoverageGap
Quasi-categorieselements-infinity-cats✓—
Segal Spacessegal-types✓—
Complete Segal Spacesrezk-types✓—
∞-Cosmoselements-infinity-cats✓—
Dendroidal Setsinfinity-operads◐Need formalization

Level 5: ∞-Topoi

StructureSkillCoverageGap
∞-Categoriesinfinity-topos✓—
∞-Topoiinfinity-topos✓—
Higher Topos Theoryinfinity-topos◐Lurie's HTT not fully extracted
Synthetic ∞-Catriehl-post-rigorous◐Rzk formalization ongoing

Coverage Legend

✓  = Good coverage (skill exists, comprehensive)
◐  = Partial coverage (skill exists, gaps remain)
✗  = No coverage (major gap, needs skill)

Major Gaps Identified

1. Bicategories (Level 3)

Status: ✗ No dedicated skill Impact: High — bridges double categories and ∞-cosmos Remedy: Create bicategory skill from:

  • Street's "Fibrations in Bicategories"
  • Bénabou's original work
  • Link to cat-tripartite and topos-catcolab

2. Polynomial Functors (Level 3)

Status: ◐ Partial in asi-polynomial-operads Impact: High — Spivak's key contribution DuckDB: /​Users/​bob/​ies/​spivak_poly.duckdb (empty lectures table) Remedy: Extract from Spivak lectures, populate DuckDB

3. Dendroidal Sets (Level 4)

Status: ◐ Mentioned but not formalized Impact: Medium — ∞-operads foundation Remedy: Create dedicated skill with:

  • Moerdijk-Weiss construction
  • Link to infinity-operads

4. HTT Extraction (Level 5)

Status: ◐ Lurie's Higher Topos Theory not fully extracted Impact: Very High — foundational reference Remedy: MathPix extraction of key chapters

DuckDB Sources

DatabaseTablesRelevance
hatchery_category.duckdbconcept_graph, concept_pathsConcept relationships
spivak_poly.duckdbspivak_poly_lecturesPolynomial functors
dendroidal.duckdbdendroidalTree structures
mermaid_acset.duckdb—Diagram persistence
hatchery_topology.duckdb—Topological structures

Query: Concept Graph

-- Find category-theoretic concepts
SELECT source_concept, relation, target_concept 
FROM concept_graph 
WHERE source_concept IN ('Actegory', 'Dendroidal Sets', 'Galois Connection')
ORDER BY source_concept;

Query: Structure Dependencies

-- Build structure dependency graph
WITH RECURSIVE deps AS (
  SELECT source_concept, target_concept, 1 as depth
  FROM concept_graph
  WHERE source_concept = 'Dendroidal Sets'
  UNION ALL
  SELECT g.source_concept, g.target_concept, d.depth + 1
  FROM concept_graph g
  JOIN deps d ON g.source_concept = d.target_concept
  WHERE d.depth < 5
)
SELECT * FROM deps;

GF(3) Trit Assignment by Level

LevelTritRoleExample
0-1-1Foundation/​ConstraintSets, Categories
2-30Transport/​EnrichmentMonads, Operads
4-5+1Generation/​Extension∞-Categories, Synthetic

Conservation: Each level transition preserves GF(3) sum.

Intercept Points (SNPs = Skill Navigation Points)

High-Value Intercepts

FromToSkill BridgeValue
Operads → ∞-Operadsoperad-compose → infinity-operadsDendroidal embedding★★★
Topos → ∞-Toposeffective-topos → infinity-toposLurie characterization★★★
Adjunction → Kan Extensiongalois-connections → kan-extensionsUniversal property★★★
Double Cat → ∞-Cosmoscat-tripartite → elements-infinity-catsFormal category theory★★
Polynomial → Operadasi-polynomial-operads → operad-composeSpivak construction★★

Unclear/​Disputed Areas

AreaIssueSkills Involved
Model independenceWhen does ∞-cosmos suffice vs concrete model?riehl-post-rigorous, elements-infinity-cats
Synthetic foundationsHoTT vs Book HoTT vs Rzkriehl-post-rigorous, segal-types
Operad coloringGF(3) vs arbitrary coloring for operadsinfinity-operads, gay-mcp
Actegory ↔ ModuleTerminological confusionunwiring-arena, operad-compose

Grandis/​Grossberg Connections

Marco Grandis (Directed Algebraic Topology)

  • d-spaces: Spaces with distinguished directed paths
  • Link: directed-interval, covariant-fibrations
  • Gap: No dedicated Grandis skill

Steven Grossberg (Adaptive Resonance Theory)

  • ART: Attractor dynamics in neural networks
  • Link: alife, attractor, equilibrium
  • Gap: Need bridge to categorical learning theory

Skill Creation Priority

PriorityGapEstimated Effort
1BicategoriesMedium
2Polynomial functors (complete)High
3HTT extractionVery High
4Dendroidal formalizationMedium
5Grandis d-spacesLow

Commands

# Query concept graph
duckdb /​Users/​bob/​ies/​hatchery_category.duckdb \
  -c "SELECT * FROM concept_graph WHERE relation = 'uses';"

# Check Spivak lectures
duckdb /​Users/​bob/​ies/​spivak_poly.duckdb \
  -c "SELECT COUNT(*) FROM spivak_poly_lectures;"

# Find skill gaps
grep -l "TODO\|FIXME\|GAP" ~/​.claude/​skills/​*/​SKILL.md

Related Skills

  • ctp-yoneda - Basic category theory
  • elements-infinity-cats - Riehl-Verity ∞-cosmos
  • infinity-topos - ∞-topos integration
  • operad-compose - Operadic composition
  • riehl-post-rigorous - Formalization strategies
  • asi-polynomial-operads - Polynomial/​operad bridge

Autopoietic Marginalia

The interaction IS the skill improving itself.

Every use of this skill is an opportunity for worlding:

  • MEMORY (-1): Record what was learned
  • REMEMBERING (0): Connect patterns to other skills
  • WORLDING (+1): Evolve the skill based on use

Add Interaction Exemplars here as the skill is used.