TMNL Submodule Exploration

Navigate TMNL's submodule library with precision. This skill guides you through effect, effect-atom, and website submodules to find canonical sources, test patterns, and human-authored documentation.

Overview

TMNL includes essential libraries as git submodules for reference and pattern validation:

• effect — Effect-TS core library (canonical test patterns)
• effect-atom — Reactive atoms for Effect (atom test patterns)
• website — Effect documentation (human-authored, battle-tested)
• ag-grid, anime, GSAP, xstate — UI/animation libraries (reference implementations)

Location: ../../submodules/ (from packages/tmnl)

Prime Directive: When validating patterns, prefer website submodule over deepwiki — it's human-authored and contains battle-tested patterns.

Canonical Sources

Submodule Directory Structure

../../submodules/
├── effect/                     # Effect-TS core library
│   ├── packages/
│   │   ├── effect/             # Core Effect runtime
│   │   ├── sql-sqlite-bun/     # SQLite integration (Bun)
│   │   ├── sql-drizzle/        # Drizzle ORM integration
│   │   ├── sql-kysely/         # Kysely query builder
│   │   ├── sql-mssql/          # MS SQL integration
│   │   ├── sql-libsql/         # LibSQL integration
│   │   └── experimental/       # Experimental features
│   └── scripts/
│
├── effect-atom/                # Reactive atoms for Effect
│   └── packages/
│       ├── atom/               # Core atom library
│       │   └── test/           # Atom test patterns
│       ├── atom-react/         # React bindings
│       └── atom-vue/           # Vue bindings
│
├── website/                    # Effect documentation
│   └── content/
│       └── src/content/docs/
│           └── docs/           # Human-authored documentation
│               ├── introduction/
│               ├── guides/
│               ├── concurrency/
│               ├── state-management/
│               ├── stream/
│               ├── schema/
│               └── additional-resources/
│
├── ag-grid/                    # AG-Grid data grid library
├── anime/                      # anime.js animation library
├── GSAP/                       # GSAP animation library
├── xstate/                     # XState state machines
└── ...                         # Other submodules

Effect Submodule

Location: ../../submodules/effect/

Key Directories:

Test Examples (Canonical Patterns):

• packages/effect/test/ — Core Effect tests
• packages/sql-sqlite-bun/test/ — SQLite client tests (Bun runtime)
• packages/sql-drizzle/test/ — Drizzle ORM integration tests
• packages/sql-kysely/test/ — Kysely query builder tests
• packages/sql-mssql/test/ — MS SQL client tests
• packages/sql-libsql/test/ — LibSQL client tests

Source Code:

• packages/effect/src/ — Effect runtime source
• packages/sql/src/ — Base SQL abstraction
• packages/platform/src/ — Platform services
• packages/experimental/src/ — EventLog, DevTools, etc.

Test File Naming Convention:

• *.test.ts — Main test files (use @effect/vitest)
• *.spec.ts — Rare, used for specific test types
• examples/*.test.ts — Example-driven tests

effect-atom Submodule

Location: ../../submodules/effect-atom/

Key Directories:

Test Examples (Canonical Patterns):

• packages/atom/test/Atom.test.ts — Atom creation, derivation, subscriptions
• packages/atom/test/AtomRef.test.ts — AtomRef patterns (mutable refs in atoms)
• packages/atom/test/AtomRpc.test.ts — RPC patterns for atoms
• packages/atom/test/Result.test.ts — Result handling in atoms
• packages/atom-react/test/ — React integration tests
• packages/atom-vue/test/ — Vue integration tests

Source Code:

• packages/atom/src/ — Core atom implementation
• packages/atom-react/src/ — React hooks (useAtom, useAtomValue, etc.)

Test Pattern:

• Uses standard it() (not it.effect())
• Uses Registry.make() for atom testing
• Example:
  typescriptCopy

  it("should update atom value", () => {
    const r = Registry.make();
    const atom = Atom.make(0);
  
    r.set(atom, 42);
    expect(r.get(atom)).toBe(42);
  });
  

website Submodule

Location: ../../submodules/website/

Key Directories:

Human-Authored Documentation:

• content/src/content/docs/docs/ — Main documentation directory

Categories:

File Format: .mdx (Markdown with JSX components)

Why This Matters: These docs are human-authored by the Effect team — they represent battle-tested patterns, not AI inference.

Other Submodules

ag-grid (../../submodules/ag-grid/):

• Grid component source code
• Custom renderer examples
• Theme system reference

anime (../../submodules/anime/):

• anime.js v4 source
• Animation examples
• SVG manipulation patterns

GSAP (../../submodules/GSAP/):

• GSAP core source
• Timeline examples
• Plugin reference

xstate (../../submodules/xstate/):

• State machine examples
• TypeScript patterns
• React integration

Patterns

Finding Effect Test Patterns

Goal: Learn how to test an Effect service with SQL integration

Process:

1. Navigate to Effect submodule: cd ../../submodules/effect
2. Find SQL test examples: find packages/sql-sqlite-bun/test -name "*.test.ts"
3. Read canonical test: cat packages/sql-sqlite-bun/test/Client.test.ts

Key Observations:

import { it } from "@effect/vitest";
import { Effect } from "effect";

it.effect("should query database", () =>
  Effect.gen(function* () {
    const client = yield* SqliteClient;
    const rows = yield* client.query("SELECT * FROM users");
    expect(rows).toHaveLength(3);
  }).pipe(Effect.provide(TestLayer))
);

Patterns Learned:

• Use it.effect() for tests returning Effect
• Use Effect.gen for generator-style code
• Provide layers with Effect.provide()

Finding effect-atom Test Patterns

Goal: Learn how to test atoms with subscriptions

Process:

1. Navigate to effect-atom submodule: cd ../../submodules/effect-atom
2. Find atom tests: find packages/atom/test -name "*.test.ts"
3. Read canonical test: cat packages/atom/test/Atom.test.ts

Key Observations:

import { Atom, Registry } from "@effect-atom/atom";

it("should subscribe to atom changes", () => {
  const r = Registry.make();
  const atom = Atom.make(0);

  const values: number[] = [];
  r.subscribe(atom, (value) => values.push(value));

  r.set(atom, 1);
  r.set(atom, 2);

  expect(values).toEqual([0, 1, 2]);
});

Patterns Learned:

• Use Registry.make() for testing atoms
• Use r.get(), r.set(), r.subscribe() for atom operations
• Regular it() tests (not it.effect())

Finding Effect Documentation

Goal: Understand how to use Effect.Ref for mutable state

Process:

1. Navigate to website submodule: cd ../../submodules/website
2. Find state management docs: ls content/src/content/docs/docs/state-management/
3. Read Ref documentation: cat content/src/content/docs/docs/state-management/ref.mdx

Key Insights:

• Ref is for mutable state within Effect runtime
• Created with Ref.make(initialValue)
• Updated with Ref.set(), Ref.update(), Ref.modify()
• Contrast with Atoms which are for React-observable state

Finding AG-Grid Examples

Goal: Learn how to create custom cell renderers

Process:

1. Navigate to AG-Grid submodule: cd ../../submodules/ag-grid
2. Find cell renderer examples: find . -name "*CellRenderer*" -type f | head -10
3. Read examples to understand registration and API

Key Insights:

• Custom renderers must be registered in components prop
• Renderers receive params with value, data, node, etc.

Cross-Referencing Patterns

Scenario: Implementing a stream with backpressure

Process:

1. Check TMNL docs: cat .edin/EFFECT_PATTERNS.md (search for "stream")
2. Check website submodule: cat ../../submodules/website/content/src/content/docs/docs/stream/*.mdx
3. Check Effect tests: find ../../submodules/effect/packages -name "*stream*.test.ts"
4. Synthesize pattern from all three sources

Result: Comprehensive understanding from TMNL-specific patterns + canonical docs + test examples.

Examples

Example 1: Learning Effect.Service Pattern

Question: How do I define an Effect service with dependencies?

Exploration Path:

1. Website submodule:

   bashCopy

   cd ../../submodules/website
   find . -name "*context*.mdx" | xargs grep -l "Context.Tag"
   

   Result: content/src/content/docs/docs/guides/context-management.mdx

2. Effect tests:

   bashCopy

   cd ../../submodules/effect
   grep -r "Context.Tag" packages/sql-sqlite-bun/test/ | head -5
   

   Result: packages/sql-sqlite-bun/test/Client.test.ts shows service usage

3. TMNL patterns:

   bashCopy

   cat .edin/EFFECT_SERVICE_PATTERNS.md
   

   Result: Service definition template

Combined Learning: Service definition syntax + test provisioning + TMNL conventions.

Example 2: Understanding Atom.runtime()

Question: How do I create a runtime atom for Effect services?

Exploration Path:

1. effect-atom source:

   bashCopy

   cd ../../submodules/effect-atom
   grep -r "Atom.runtime" packages/atom/src/
   

   Result: Implementation in packages/atom/src/Atom.ts

2. TMNL examples:

   bashCopy

   cd packages/tmnl
   grep -r "Atom.runtime" src/lib/*/atoms/
   

   Result: src/lib/data-manager/v1/atoms/index.ts shows usage pattern

3. effect-atom tests:

   bashCopy

   cd ../../submodules/effect-atom
   grep -r "runtime" packages/atom/test/
   

   Result: Runtime atom tests (if any)

Combined Learning: Implementation details + TMNL usage patterns + test validation.

Example 3: Validating Schema Pattern

Question: Should I use Schema.Struct or Schema.TaggedStruct?

Exploration Path:

1. TMNL directive:

   bashCopy

   cat CLAUDE.md | grep -A 20 "Schema Discipline"
   

   Result: Use TaggedStruct for discriminated data

2. Website submodule:

   bashCopy

   cd ../../submodules/website
   cat content/src/content/docs/docs/schema/*.mdx | grep "TaggedStruct"
   

   Result: Documentation on when to use tagged unions

3. Effect source:

   bashCopy

   cd ../../submodules/effect
   grep -r "TaggedStruct" packages/effect/src/Schema.ts
   

   Result: Implementation and type signature

Combined Learning: TMNL convention + canonical docs + implementation details.

Example 4: Finding SQL Transaction Pattern

Question: How do I run multiple SQL queries in a transaction?

Exploration Path:

1. Effect SQL tests:

   bashCopy

   cd ../../submodules/effect/packages/sql-sqlite-bun/test
   grep -n "transaction" Client.test.ts
   

   Result: Transaction test examples

2. Website submodule:

   bashCopy

   cd ../../submodules/website
   find . -name "*sql*.mdx" | xargs grep -l "transaction"
   

   Result: SQL documentation with transaction patterns

3. TMNL patterns:

   bashCopy

   cat .edin/EFFECT_SQL_SQLITE_PATTERNS.md
   

   Result: TMNL-specific SQL patterns

Combined Learning: Test examples + documentation + TMNL conventions.

Example 5: Understanding Stream Operators

Question: How do I filter and map a stream?

Exploration Path:

1. Website submodule:

   bashCopy

   cd ../../submodules/website
   cat content/src/content/docs/docs/stream/consuming-streams.mdx
   

   Result: Stream operator documentation

2. Effect tests:

   bashCopy

   cd ../../submodules/effect/packages
   find . -name "*stream*.test.ts" | xargs grep "pipe.*filter.*map"
   

   Result: Test examples combining operators

3. TMNL examples:

   bashCopy

   cd packages/tmnl
   grep -r "Stream.filter" src/lib/
   

   Result: TMNL usage patterns

Combined Learning: Documentation + test examples + TMNL usage.

Anti-Patterns

❌ DON'T: Ask deepwiki Before Checking Submodules

# WRONG: Go straight to AI agent
deepwiki ask "How do I use Effect.Ref?"

# RIGHT: Check human-authored docs first
cd ../../submodules/website
cat content/src/content/docs/docs/state-management/ref.mdx

Why: AI inference may be outdated or incorrect. Human-authored docs are canonical.

❌ DON'T: Trust Outdated Test Examples

# WRONG: Read any test file without checking age
cat ../../submodules/effect/packages/old-package/test/Old.test.ts

# RIGHT: Check recent packages (sql-sqlite-bun, sql-drizzle)
cat ../../submodules/effect/packages/sql-sqlite-bun/test/Client.test.ts

Why: Effect evolves rapidly. Recent packages have modern patterns.

❌ DON'T: Assume All Submodules Are Relevant

# WRONG: Explore every submodule for every question
ls ../../submodules/

# RIGHT: Focus on effect, effect-atom, website for Effect questions
cd ../../submodules/effect
cd ../../submodules/effect-atom
cd ../../submodules/website

Why: Not all submodules are equally important. Prioritize core libraries.

❌ DON'T: Skip Cross-Referencing

# WRONG: Read only one source
cat ../../submodules/website/content/src/content/docs/docs/stream/consuming-streams.mdx

# RIGHT: Cross-reference with tests and TMNL patterns
cat ../../submodules/website/content/src/content/docs/docs/stream/consuming-streams.mdx
find ../../submodules/effect/packages -name "*stream*.test.ts" | xargs grep "filter"
cat .edin/EFFECT_PATTERNS.md | grep -A 10 "Stream"

Why: Multiple perspectives ensure comprehensive understanding.

❌ DON'T: Modify Submodule Files

# WRONG: Edit submodule files directly
vim ../../submodules/effect/packages/effect/src/Effect.ts

# RIGHT: Reference only, implement in TMNL
cat ../../submodules/effect/packages/effect/src/Effect.ts
# Then implement in src/lib/my-domain/

Why: Submodules are read-only references. Changes should be in TMNL codebase.

Quick Reference

Submodule Navigation Cheatsheet

Common Commands

# Navigate to submodules directory
cd ../../submodules

# List all submodules
ls

# Find all Effect test files
find effect/packages -name "*.test.ts" | head -20

# Find all effect-atom test files
find effect-atom/packages/atom/test -name "*.test.ts"

# Find all website documentation files
find website/content/src/content/docs/docs -name "*.mdx" | head -20

# Search for specific pattern in Effect tests
grep -r "Effect.gen" effect/packages/sql-sqlite-bun/test/

# Search for specific topic in website docs
grep -r "Ref.make" website/content/src/content/docs/docs/state-management/

# Find AG-Grid examples
find ag-grid -name "*Renderer*" -type f | head -10

# Check submodule git status (should be clean)
cd effect && git status

# Update submodule to latest (use sparingly)
cd effect && git pull origin main

Effect Test Pattern Reference

SQL Client Test (sql-sqlite-bun/test/Client.test.ts):

import { it } from "@effect/vitest";
import { SqliteClient } from "@effect/sql-sqlite-bun";

it.effect("should query users", () =>
  Effect.gen(function* () {
    const client = yield* SqliteClient;
    const rows = yield* client.query("SELECT * FROM users");
    expect(rows).toHaveLength(3);
  }).pipe(Effect.provide(TestLayer))
);

Atom Test (atom/test/Atom.test.ts):

import { Atom, Registry } from "@effect-atom/atom";

it("should derive atom", () => {
  const r = Registry.make();
  const source = Atom.make(1);
  const derived = Atom.make((get) => get(source) * 2);

  expect(r.get(derived)).toBe(2);
  r.set(source, 5);
  expect(r.get(derived)).toBe(10);
});

Website Documentation Categories

# Introduction
../../submodules/website/content/src/content/docs/docs/introduction/

# Concurrency (Fibers, Queue, Semaphore)
../../submodules/website/content/src/content/docs/docs/concurrency/

# State Management (Ref, SynchronizedRef)
../../submodules/website/content/src/content/docs/docs/state-management/

# Streams
../../submodules/website/content/src/content/docs/docs/stream/

# Schema
../../submodules/website/content/src/content/docs/docs/schema/

# Additional Resources (Effect vs FP-TS, myths)
../../submodules/website/content/src/content/docs/docs/additional-resources/

Validation Workflow

When implementing a new pattern:

1. Check TMNL docs: .edin/EFFECT_PATTERNS.md, CLAUDE.md
2. Check website submodule: ../../submodules/website/content/src/content/docs/docs/
3. Check Effect tests: ../../submodules/effect/packages/*/test/
4. Check effect-atom tests: ../../submodules/effect-atom/packages/atom/test/
5. Synthesize: Combine insights from all sources
6. Implement: Write code following validated patterns
7. Document: Update .edin/EFFECT_PATTERNS.md if new pattern emerges

Golden Rule: Human-authored docs (website submodule) > Canonical tests (effect/effect-atom submodules) > AI inference (deepwiki).