Docs ACSet Skill

Transform Google Docs/Sheets into an ACSet-condensed system with GF(3) conservation.

Trit: 0 (ERGODIC - coordinator)
Principle: Published Document = Condensed State
Implementation: DocsACSet + CommentTracker + CellSaturation

Overview

Docs ACSet applies category-theoretic structure to documents:

1. Transform - Documents/Sheets → GF(3)-typed Interactions
2. Track - Comments/Cells → Saturation state
3. Detect - All resolved → ANIMA condensed state
4. Verify - Narya proofs for consistency

DocsACSet Schema

┌────────────────────────────────────────────────────────────────────┐
│                      DocsACSet Schema                              │
├────────────────────────────────────────────────────────────────────┤
│                                                                    │
│  Document ────────┬────▶ Section                                   │
│  ├─ doc_id: String│      ├─ heading: String                        │
│  ├─ title: String │      ├─ level: Int                             │
│  └─ published: Bool      └─ content_hash: String                   │
│                   │                                                │
│  Comment ─────────┼────▶ Thread (doc)                              │
│  ├─ content: String      ├─ resolved: Bool                         │
│  ├─ author: String       └─ reply_count: Int                       │
│  └─ trit: Trit    │                                                │
│                   │                                                │
│  Spreadsheet ─────┼────▶ Sheet                                     │
│  ├─ ss_id: String │      ├─ name: String                           │
│  └─ locale: String       └─ row_count: Int                         │
│                   │                                                │
│  Cell ────────────┴────▶ Range                                     │
│  ├─ value: String        ├─ a1_notation: String                    │
│  ├─ formula: String      └─ dirty: Bool                            │
│  └─ trit: Trit                                                     │
└────────────────────────────────────────────────────────────────────┘

Objects

Document

Section

Comment

Spreadsheet

Sheet

Cell

GF(3) Verb Typing

Docs/Sheets actions assigned trits based on information flow:

VERB_TRIT_MAP = {
    # MINUS (-1): Consumption/Reading
    "get_doc_content": -1,     "read_sheet_values": -1,
    "get_spreadsheet_info": -1, "inspect_doc_structure": -1,
    "read_document_comments": -1, "debug_table_structure": -1,
    
    # ERGODIC (0): Coordination/Metadata
    "modify_doc_text": 0,      "find_and_replace_doc": 0,
    "update_doc_headers_footers": 0, "resolve_document_comment": 0,
    "create_sheet": 0,          "reply_to_document_comment": 0,
    
    # PLUS (+1): Generation/Creation
    "create_doc": +1,          "create_spreadsheet": +1,
    "insert_doc_elements": +1, "insert_doc_image": +1,
    "create_table_with_data": +1, "modify_sheet_values": +1,
    "create_document_comment": +1, "export_doc_to_pdf": +1,
}

MCP Tool → Trit Mapping

get_doc_content

read_sheet_values

read_document_comments

modify_doc_text

resolve_document_comment

create_doc

create_spreadsheet

modify_sheet_values

Doc-Thread Morphism

Documents and Gmail threads form a natural morphism:

┌─────────────────────────────────────────────────────────────────┐
│                   Doc-Thread Morphism                           │
├─────────────────────────────────────────────────────────────────┤
│                                                                 │
│  Document ◀─────────────▶ Thread                                │
│  ├─ doc_id                 ├─ thread_id                         │
│  ├─ published              ├─ saturated                         │
│  └─ all_comments_resolved  └─ needs_action                      │
│                                                                 │
│  Functorial mapping:                                            │
│  F(doc) = thread where doc shares via gmail                     │
│  F(comment) = message in review workflow                        │
│  F(resolve) = archive/reply                                     │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

Workflow Paths

# Doc → Email (share for review)
share_path = doc_read >> email_compose  # -1 + 1 = 0 ✓

# Email feedback → Doc update
feedback_path = email_read >> doc_modify >> comment_resolve
# -1 + 0 + 0 = -1 (needs PLUS balance)
balanced = feedback_path >> doc_export  # -1 + 1 = 0 ✓

Saturation Detection

Saturation occurs when all comments are resolved:

def is_saturated(doc_id: str) -> bool:
    """Document is saturated when:
    1. All comments resolved (no open threads)
    2. GF(3) cycle closure: sum(trits) ≡ 0 (mod 3)
    3. Published state stable
    """
    comments = get_all_comments(doc_id)
    all_resolved = all(c.resolved for c in comments)
    cycle_sum = sum(c.trit for c in comments)
    
    return all_resolved and (cycle_sum % 3) == 0

ANIMA Detection

def detect_anima(doc_ids: List[str]) -> Dict:
    """System at ANIMA when:
    1. All documents saturated (comments resolved)
    2. All spreadsheets consistent (no dirty cells)
    3. GF(3) conserved globally
    """
    return {
        "at_anima": all_docs_saturated and all_sheets_clean,
        "condensed_fingerprint": sha256(all_content_hashes),
        "published_count": sum(1 for d in docs if d.published),
    }

Published Document as ANIMA: When all comments are resolved and document is published, it's in condensed equilibrium.

Source Files

Workflows

Workflow 1: Document Review to Saturation

from docs_acset import DocsACSet

acset = DocsACSet("user@gmail.com")

# MINUS: Read document and comments
doc = acset.get_doc_content(doc_id)  # trit=-1
comments = acset.read_document_comments(doc_id)  # trit=-1

# ERGODIC: Process each comment
for comment in comments:
    acset.reply_to_document_comment(doc_id, comment.id, "Addressed")
    acset.resolve_document_comment(doc_id, comment.id)  # trit=0

# PLUS: Export final version
acset.export_doc_to_pdf(doc_id)  # trit=+1
# GF(3): -1 + -1 + 0 + 1 = -1 (needs one more PLUS)

Workflow 2: Spreadsheet Update Cycle

# MINUS: Read current state
values = acset.read_sheet_values(ss_id, "A1:Z100")  # trit=-1

# PLUS: Write updates
acset.modify_sheet_values(ss_id, "A1:B10", new_data)  # trit=+1

# ERGODIC: Add new sheet for audit
acset.create_sheet(ss_id, "Audit Log")  # trit=0
# GF(3): -1 + 1 + 0 = 0 ✓

Workflow 3: Cross-Document Sync

# Read source doc
source = acset.get_doc_content(source_id)  # -1

# Create target from template  
target = acset.create_doc("Derived Document", source.content)  # +1

# Link via comment
acset.create_document_comment(target.id, f"Derived from {source_id}")  # +1
# Balance needed: -1 + 1 + 1 = 1 → add MINUS
acset.read_document_comments(target.id)  # -1 → total = 0 ✓

Integration with Other Skills

GF(3) Triadic Conservation

docs-acset (0) ⊗ gmail-anima (0) ⊗ sheaf-cohomology (-1) + gay-mcp (+1) = 0 ✓
read (-1) ⊗ modify (0) ⊗ create (+1) = 0 ✓
comment (-1) ⊗ reply (0) ⊗ resolve (0) + export (+1) = 0 ✓

Skill Name: docs-acset
Type: Document Management / ACSet Framework
Trit: 0 (ERGODIC - coordinator)
GF(3): Conserved via verb typing
ANIMA: Published Document = Condensed State

Scientific Skill Interleaving

This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:

Annotated Data

• anndata [○] via bicomodule

Bibliography References

• general

  : 734 citations in bib.duckdb

SDF Interleaving

This skill connects to Software Design for Flexibility (Hanson & Sussman, 2021):

Primary Chapter: 10. Adventure Game Example

Concepts: autonomous agent, game, synthesis

GF(3) Balanced Triad

docs-acset (+) + SDF.Ch10 (+) + [balancer] (+) = 0

Skill Trit: 1 (PLUS - generation)

Secondary Chapters

• Ch7: Propagators
• Ch3: Variations on an Arithmetic Theme
• Ch6: Layering
• Ch1: Flexibility through Abstraction

Connection Pattern

Adventure games synthesize techniques. This skill integrates multiple patterns.

Cat# Integration

This skill maps to Cat# = Comod(P) as a bicomodule in the equipment structure:

Trit: 0 (ERGODIC)
Home: Prof
Poly Op: ⊗
Kan Role: Adj
Color: #26D826

GF(3) Naturality

The skill participates in triads satisfying:

(-1) + (0) + (+1) ≡ 0 (mod 3)

This ensures compositional coherence in the Cat# equipment structure.