Flexible Algebra Skill

Flexible Algebra Skill

"A strict T-algebra A is flexible if and only if it is a retract in T-Alg of a free T-algebra TX." — Blackwell, Kelly & Power (1989)

Trit: +1 (PLUS - generator) Color: #D82626 (Red) Status: Production Ready

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Overview

A flexible T-algebra is a strict T-algebra that admits enough "room to move" — it is a retract (in the pseudo-morphism category T-Alg) of a free algebra. Flexible algebras are the key to constructing bicolimits in categories of algebras and establishing the BKP biadjunction theorem.

Mathematical Definition

Given a 2-monad T on K:

Definition (Flexible Algebra):
  A strict T-algebra (A, a : TA → A) is FLEXIBLE iff
  there exist:
    s : A → TX    (section, a pseudo T-morphism)
    r : TX → A    (retraction, a pseudo T-morphism)
  such that:
    r ∘ s ≅ id_A  (in T-Alg, i.e. via pseudo T-morphism iso)

Equivalently:
  A is flexible iff the canonical comparison
    A → T-Alg(TX, A)  (evaluation at generators)
  admits a section up to isomorphism.

Key Property:
  The inclusion J : T-Alg_s → T-Alg has a left biadjoint,
  and its essential image consists of the flexible algebras.

The Pseudomorphism Classifier

For each strict T-algebra (A, a), there exists a universal
"pseudomorphism classifier" QA:

    ┌─────────────────────────────────────────────┐
    │                                             │
    │   QA = the free T-algebra on A's           │
    │        underlying object, equipped with     │
    │        universal pseudo T-morphism          │
    │                                             │
    │   q : A → QA    (universal pseudo map)      │
    │                                             │
    │   Universal property:                       │
    │   Ps-T-Alg(A, B) ≅ T-Alg_s(QA, B)          │
    │                                             │
    └─────────────────────────────────────────────┘

A is flexible iff it is a retract of QA.

Why Flexibility Matters

1. Bicolimits in T-Alg

Theorem (BKP 1989):
  T-Alg has all PIE-bicolimits (Products, Inserters, Equifiers).
  These are computed as follows:

  1. Compute the "strict" colimit in T-Alg_s
  2. The result is automatically flexible
  3. Flexibility ensures it has the correct universal property
     as a bicolimit in T-Alg

2. Coherence via Flexibility

Theorem (BKP Coherence):
  Every pseudo T-algebra is equivalent (in T-Alg) to a strict one.

Proof sketch:
  Given pseudo T-algebra P:
  1. Form the codescent object of the free resolution
  2. This is a strict T-algebra (lives in T-Alg_s)
  3. It is flexible (retract of free)
  4. The canonical map is an equivalence P ≃ strict version

3. Generative Role (+1)

Flexible algebras generate structure:

• They produce bicolimits (create new categorical structure)
• They provide the "room" for pseudo-to-strict replacement
• They are the "good" algebras that make 2-dimensional algebra work

GF(3) Mapping

Why This Skill Was Missing

Flexible algebras were implicit across several skills without explicit treatment:

1. 2-monad describes the strictness grid but doesn't isolate the retract condition
2. free-monad-gen generates free monads/​algebras but not the retraction mechanism
3. coequalizers handles quotients but not the 2-categorical pseudomorphism classifier
4. synthetic-adjunctions generates adjunctions but not the biadjoint that produces flexible algebras

Gap: No skill owned the specific BKP construction: the pseudomorphism classifier Q, the retract condition, or the theorem that flexibility = bicolimit existence. This skill fills that gap as the generator of 2-algebraic structure.

Julia/​Catlab Integration

using Catlab.CategoricalAlgebra

@present SchFlexibleAlgebra(FreeSchema) begin
    Algebra::Ob
    FreeAlgebra::Ob
    PseudoMorphism::Ob

    # Retract data
    section::Hom(Algebra, FreeAlgebra)      # s : A → TX
    retraction::Hom(FreeAlgebra, Algebra)   # r : TX → A

    # Pseudomorphism classifier
    classifier::Hom(Algebra, FreeAlgebra)   # q : A → QA

    # Source/​target for pseudo morphisms
    ps_source::Hom(PseudoMorphism, Algebra)
    ps_target::Hom(PseudoMorphism, Algebra)

    IsFlexible::AttrType  # Bool
    flexible::Attr(Algebra, IsFlexible)

    Strictness::AttrType
    alg_strictness::Attr(Algebra, Strictness)
end

Canonical Examples

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Bidirectional Neighbor Index

Edge-Scoped Propagator Table

Mutual Awareness Summary

          codescent (-1)
               ↑ compose
               │
free-monad (+1) ←── FLEXIBLE-ALG (+1) ──→ 2-monad (0)
               │          │
               ↓ compose  ↓ verify
       coequalizers (0)  doctrinal-adj (0)

+ 6 additional edges to existing skills

Total edges: 20 (10 bidirectional pairs) Propagator balance: 6 scope:change + 8 scope:compose + 6 scope:verify = balanced

GF(3) Triads

codescent (-1) ⊗ 2-monad (0) ⊗ flexible-algebra (+1) = 0 ✓  [BKP Core]
sheaf-cohomology (-1) ⊗ kan-extensions (0) ⊗ flexible-algebra (+1) = 0 ✓  [Migration]
segal-types (-1) ⊗ graded-monad (0) ⊗ flexible-algebra (+1) = 0 ✓  [Graded-Flexible]
linear-logic (-1) ⊗ coequalizers (0) ⊗ flexible-algebra (+1) = 0 ✓  [Quotient-Flexible]
covariant-fibrations (-1) ⊗ doctrinal-adjunction (0) ⊗ flexible-algebra (+1) = 0 ✓  [Fibered-Flexible]

Commands

just flexible-check A T              # Check if A is flexible for T
just flexible-classifier A T         # Compute pseudomorphism classifier QA
just flexible-retract A TX           # Construct retraction r : TX → A
just flexible-bicolimit diagram T    # Compute bicolimit via flexibility
just flexible-strictify pseudo-alg   # Strictify pseudo T-algebra

References

• Blackwell, Kelly & Power (1989). "Two-dimensional monad theory." JPAA 59:1-41
• Lack, S. (2002). "Codescent objects and coherence." JPAA 175:223-241
• Lack, S. (2010). "A 2-categories companion." IMA Vol. Math. Appl. 152:105-191
• Kelly, G.M. (1989). "Elementary observations on 2-categorical limits." Bull. Austral. Math. Soc. 39:301-317

SDF Interleaving

Primary Chapter: 8. Degeneracy

Concepts: redundancy, fallback, multiple strategies, robustness

GF(3) Balanced Triad

flexible-algebra (+1) + SDF.Ch8 (-1) + [balancer] (0) = 0

Skill Trit: +1 (PLUS - generation)

Connection Pattern

Degeneracy provides redundancy and fallback. Flexible algebras provide the "room to move" — redundant paths through free algebras — that make the 2-categorical machinery robust.