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V3 Core Implementation

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ruvnet
V3 Core Implementation

Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

Overview

Publisherruvnet
RepositoryRuView
Skill nameV3 Core Implementation
Stars
97.4K
Forks
12.8K
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by ruvnet on GitHub. Read the source before you install it.

Installation

Install the V3 Core Implementation AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/ruvnet/RuView/tree/main/.claude/skills/v3-core-implementation
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ruvnet/RuView.git /tmp/RuView
mkdir -p .claude/skills
cp -r /tmp/RuView/.claude/skills/v3-core-implementation .claude/skills/ruvnet-v3-core-implementation
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable V3 Core Implementation in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads V3 Core Implementation on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so V3 Core Implementation is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

V3 Core Implementation

What This Skill Does

Implements the core TypeScript modules for claude-flow v3 following Domain-Driven Design principles, clean architecture patterns, and modern TypeScript best practices with comprehensive test coverage.

Quick Start

bash
# Initialize core implementation
Task("Core foundation", "Set up DDD domain structure and base classes", "core-implementer")

# Domain implementation (parallel)
Task("Task domain", "Implement task management domain with entities and services", "core-implementer")
Task("Session domain", "Implement session management domain", "core-implementer")
Task("Health domain", "Implement health monitoring domain", "core-implementer")

Core Implementation Architecture

Domain Structure

src/
├── core/
│   ├── kernel/                     # Microkernel pattern
│   │   ├── claude-flow-kernel.ts
│   │   ├── domain-registry.ts
│   │   └── plugin-loader.ts
│   │
│   ├── domains/                    # DDD Bounded Contexts
│   │   ├── task-management/
│   │   │   ├── entities/
│   │   │   ├── value-objects/
│   │   │   ├── services/
│   │   │   ├── repositories/
│   │   │   └── events/
│   │   │
│   │   ├── session-management/
│   │   ├── health-monitoring/
│   │   ├── lifecycle-management/
│   │   └── event-coordination/
│   │
│   ├── shared/                     # Shared kernel
│   │   ├── domain/
│   │   │   ├── entity.ts
│   │   │   ├── value-object.ts
│   │   │   ├── domain-event.ts
│   │   │   └── aggregate-root.ts
│   │   │
│   │   ├── infrastructure/
│   │   │   ├── event-bus.ts
│   │   │   ├── dependency-container.ts
│   │   │   └── logger.ts
│   │   │
│   │   └── types/
│   │       ├── common.ts
│   │       ├── errors.ts
│   │       └── interfaces.ts
│   │
│   └── application/                # Application services
│       ├── use-cases/
│       ├── commands/
│       ├── queries/
│       └── handlers/

Base Domain Classes

Entity Base Class

typescript
// src/core/shared/domain/entity.ts
export abstract class Entity<T> {
  protected readonly _id: T;
  private _domainEvents: DomainEvent[] = [];

  constructor(id: T) {
    this._id = id;
  }

  get id(): T {
    return this._id;
  }

  public equals(object?: Entity<T>): boolean {
    if (object == null || object == undefined) {
      return false;
    }

    if (this === object) {
      return true;
    }

    if (!(object instanceof Entity)) {
      return false;
    }

    return this._id === object._id;
  }

  protected addDomainEvent(domainEvent: DomainEvent): void {
    this._domainEvents.push(domainEvent);
  }

  public getUncommittedEvents(): DomainEvent[] {
    return this._domainEvents;
  }

  public markEventsAsCommitted(): void {
    this._domainEvents = [];
  }
}

Value Object Base Class

typescript
// src/core/shared/domain/value-object.ts
export abstract class ValueObject<T> {
  protected readonly props: T;

  constructor(props: T) {
    this.props = Object.freeze(props);
  }

  public equals(object?: ValueObject<T>): boolean {
    if (object == null || object == undefined) {
      return false;
    }

    if (this === object) {
      return true;
    }

    return JSON.stringify(this.props) === JSON.stringify(object.props);
  }

  get value(): T {
    return this.props;
  }
}

Aggregate Root

typescript
// src/core/shared/domain/aggregate-root.ts
export abstract class AggregateRoot<T> extends Entity<T> {
  private _version: number = 0;

  get version(): number {
    return this._version;
  }

  protected incrementVersion(): void {
    this._version++;
  }

  public applyEvent(event: DomainEvent): void {
    this.addDomainEvent(event);
    this.incrementVersion();
  }
}

Task Management Domain Implementation

Task Entity

typescript
// src/core/domains/task-management/entities/task.entity.ts
import { AggregateRoot } from '../../../shared/domain/aggregate-root';
import { TaskId } from '../value-objects/task-id.vo';
import { TaskStatus } from '../value-objects/task-status.vo';
import { Priority } from '../value-objects/priority.vo';
import { TaskAssignedEvent } from '../events/task-assigned.event';

interface TaskProps {
  id: TaskId;
  description: string;
  priority: Priority;
  status: TaskStatus;
  assignedAgentId?: string;
  createdAt: Date;
  updatedAt: Date;
}

export class Task extends AggregateRoot<TaskId> {
  private props: TaskProps;

  private constructor(props: TaskProps) {
    super(props.id);
    this.props = props;
  }

  static create(description: string, priority: Priority): Task {
    const task = new Task({
      id: TaskId.create(),
      description,
      priority,
      status: TaskStatus.pending(),
      createdAt: new Date(),
      updatedAt: new Date()
    });

    return task;
  }

  static reconstitute(props: TaskProps): Task {
    return new Task(props);
  }

  public assignTo(agentId: string): void {
    if (this.props.status.equals(TaskStatus.completed())) {
      throw new Error('Cannot assign completed task');
    }

    this.props.assignedAgentId = agentId;
    this.props.status = TaskStatus.assigned();
    this.props.updatedAt = new Date();

    this.applyEvent(new TaskAssignedEvent(
      this.id.value,
      agentId,
      this.props.priority
    ));
  }

  public complete(result: TaskResult): void {
    if (!this.props.assignedAgentId) {
      throw new Error('Cannot complete unassigned task');
    }

    this.props.status = TaskStatus.completed();
    this.props.updatedAt = new Date();

    this.applyEvent(new TaskCompletedEvent(
      this.id.value,
      result,
      this.calculateDuration()
    ));
  }

  // Getters
  get description(): string { return this.props.description; }
  get priority(): Priority { return this.props.priority; }
  get status(): TaskStatus { return this.props.status; }
  get assignedAgentId(): string | undefined { return this.props.assignedAgentId; }
  get createdAt(): Date { return this.props.createdAt; }
  get updatedAt(): Date { return this.props.updatedAt; }

  private calculateDuration(): number {
    return this.props.updatedAt.getTime() - this.props.createdAt.getTime();
  }
}

Task Value Objects

typescript
// src/core/domains/task-management/value-objects/task-id.vo.ts
export class TaskId extends ValueObject<string> {
  private constructor(value: string) {
    super({ value });
  }

  static create(): TaskId {
    return new TaskId(crypto.randomUUID());
  }

  static fromString(id: string): TaskId {
    if (!id || id.length === 0) {
      throw new Error('TaskId cannot be empty');
    }
    return new TaskId(id);
  }

  get value(): string {
    return this.props.value;
  }
}

// src/core/domains/task-management/value-objects/task-status.vo.ts
type TaskStatusType = 'pending' | 'assigned' | 'in_progress' | 'completed' | 'failed';

export class TaskStatus extends ValueObject<TaskStatusType> {
  private constructor(status: TaskStatusType) {
    super({ value: status });
  }

  static pending(): TaskStatus { return new TaskStatus('pending'); }
  static assigned(): TaskStatus { return new TaskStatus('assigned'); }
  static inProgress(): TaskStatus { return new TaskStatus('in_progress'); }
  static completed(): TaskStatus { return new TaskStatus('completed'); }
  static failed(): TaskStatus { return new TaskStatus('failed'); }

  get value(): TaskStatusType {
    return this.props.value;
  }

  public isPending(): boolean { return this.value === 'pending'; }
  public isAssigned(): boolean { return this.value === 'assigned'; }
  public isInProgress(): boolean { return this.value === 'in_progress'; }
  public isCompleted(): boolean { return this.value === 'completed'; }
  public isFailed(): boolean { return this.value === 'failed'; }
}

// src/core/domains/task-management/value-objects/priority.vo.ts
type PriorityLevel = 'low' | 'medium' | 'high' | 'critical';

export class Priority extends ValueObject<PriorityLevel> {
  private constructor(level: PriorityLevel) {
    super({ value: level });
  }

  static low(): Priority { return new Priority('low'); }
  static medium(): Priority { return new Priority('medium'); }
  static high(): Priority { return new Priority('high'); }
  static critical(): Priority { return new Priority('critical'); }

  get value(): PriorityLevel {
    return this.props.value;
  }

  public getNumericValue(): number {
    const priorities = { low: 1, medium: 2, high: 3, critical: 4 };
    return priorities[this.value];
  }
}

Domain Services

Task Scheduling Service

typescript
// src/core/domains/task-management/services/task-scheduling.service.ts
import { Injectable } from '../../../shared/infrastructure/dependency-container';
import { Task } from '../entities/task.entity';
import { Priority } from '../value-objects/priority.vo';

@Injectable()
export class TaskSchedulingService {
  public prioritizeTasks(tasks: Task[]): Task[] {
    return tasks.sort((a, b) =>
      b.priority.getNumericValue() - a.priority.getNumericValue()
    );
  }

  public canSchedule(task: Task, agentCapacity: number): boolean {
    if (agentCapacity <= 0) return false;

    // Critical tasks always schedulable
    if (task.priority.equals(Priority.critical())) return true;

    // Other logic based on capacity
    return true;
  }

  public calculateEstimatedDuration(task: Task): number {
    // Simple heuristic - would use ML in real implementation
    const baseTime = 300000; // 5 minutes
    const priorityMultiplier = {
      low: 0.5,
      medium: 1.0,
      high: 1.5,
      critical: 2.0
    };

    return baseTime * priorityMultiplier[task.priority.value];
  }
}

Repository Interfaces & Implementations

Task Repository Interface

typescript
// src/core/domains/task-management/repositories/task.repository.ts
export interface ITaskRepository {
  save(task: Task): Promise<void>;
  findById(id: TaskId): Promise<Task | null>;
  findByAgentId(agentId: string): Promise<Task[]>;
  findByStatus(status: TaskStatus): Promise<Task[]>;
  findPendingTasks(): Promise<Task[]>;
  delete(id: TaskId): Promise<void>;
}

SQLite Implementation

typescript
// src/core/domains/task-management/repositories/sqlite-task.repository.ts
@Injectable()
export class SqliteTaskRepository implements ITaskRepository {
  constructor(
    @Inject('Database') private db: Database,
    @Inject('Logger') private logger: ILogger
  ) {}

  async save(task: Task): Promise<void> {
    const sql = `
      INSERT OR REPLACE INTO tasks (
        id, description, priority, status, assigned_agent_id, created_at, updated_at
      ) VALUES (?, ?, ?, ?, ?, ?, ?)
    `;

    await this.db.run(sql, [
      task.id.value,
      task.description,
      task.priority.value,
      task.status.value,
      task.assignedAgentId,
      task.createdAt.toISOString(),
      task.updatedAt.toISOString()
    ]);

    this.logger.debug(`Task saved: ${task.id.value}`);
  }

  async findById(id: TaskId): Promise<Task | null> {
    const sql = 'SELECT * FROM tasks WHERE id = ?';
    const row = await this.db.get(sql, [id.value]);

    return row ? this.mapRowToTask(row) : null;
  }

  async findPendingTasks(): Promise<Task[]> {
    const sql = 'SELECT * FROM tasks WHERE status = ? ORDER BY priority DESC, created_at ASC';
    const rows = await this.db.all(sql, ['pending']);

    return rows.map(row => this.mapRowToTask(row));
  }

  private mapRowToTask(row: any): Task {
    return Task.reconstitute({
      id: TaskId.fromString(row.id),
      description: row.description,
      priority: Priority.fromString(row.priority),
      status: TaskStatus.fromString(row.status),
      assignedAgentId: row.assigned_agent_id,
      createdAt: new Date(row.created_at),
      updatedAt: new Date(row.updated_at)
    });
  }
}

Application Layer

Use Case Implementation

typescript
// src/core/application/use-cases/assign-task.use-case.ts
@Injectable()
export class AssignTaskUseCase {
  constructor(
    @Inject('TaskRepository') private taskRepository: ITaskRepository,
    @Inject('AgentRepository') private agentRepository: IAgentRepository,
    @Inject('DomainEventBus') private eventBus: DomainEventBus,
    @Inject('Logger') private logger: ILogger
  ) {}

  async execute(command: AssignTaskCommand): Promise<AssignTaskResult> {
    try {
      // 1. Validate command
      await this.validateCommand(command);

      // 2. Load aggregates
      const task = await this.taskRepository.findById(command.taskId);
      if (!task) {
        throw new TaskNotFoundError(command.taskId);
      }

      const agent = await this.agentRepository.findById(command.agentId);
      if (!agent) {
        throw new AgentNotFoundError(command.agentId);
      }

      // 3. Business logic
      if (!agent.canAcceptTask(task)) {
        throw new AgentCannotAcceptTaskError(command.agentId, command.taskId);
      }

      task.assignTo(command.agentId);
      agent.acceptTask(task.id);

      // 4. Persist changes
      await Promise.all([
        this.taskRepository.save(task),
        this.agentRepository.save(agent)
      ]);

      // 5. Publish domain events
      const events = [
        ...task.getUncommittedEvents(),
        ...agent.getUncommittedEvents()
      ];

      for (const event of events) {
        await this.eventBus.publish(event);
      }

      task.markEventsAsCommitted();
      agent.markEventsAsCommitted();

      // 6. Return result
      this.logger.info(`Task ${command.taskId.value} assigned to agent ${command.agentId}`);

      return AssignTaskResult.success({
        taskId: task.id,
        agentId: command.agentId,
        assignedAt: new Date()
      });

    } catch (error) {
      this.logger.error(`Failed to assign task ${command.taskId.value}:`, error);
      return AssignTaskResult.failure(error);
    }
  }

  private async validateCommand(command: AssignTaskCommand): Promise<void> {
    if (!command.taskId) {
      throw new ValidationError('Task ID is required');
    }
    if (!command.agentId) {
      throw new ValidationError('Agent ID is required');
    }
  }
}

Dependency Injection Setup

Container Configuration

typescript
// src/core/shared/infrastructure/dependency-container.ts
import { Container } from 'inversify';
import { TYPES } from './types';

export class DependencyContainer {
  private container: Container;

  constructor() {
    this.container = new Container();
    this.setupBindings();
  }

  private setupBindings(): void {
    // Repositories
    this.container.bind<ITaskRepository>(TYPES.TaskRepository)
      .to(SqliteTaskRepository)
      .inSingletonScope();

    this.container.bind<IAgentRepository>(TYPES.AgentRepository)
      .to(SqliteAgentRepository)
      .inSingletonScope();

    // Services
    this.container.bind<TaskSchedulingService>(TYPES.TaskSchedulingService)
      .to(TaskSchedulingService)
      .inSingletonScope();

    // Use Cases
    this.container.bind<AssignTaskUseCase>(TYPES.AssignTaskUseCase)
      .to(AssignTaskUseCase)
      .inSingletonScope();

    // Infrastructure
    this.container.bind<ILogger>(TYPES.Logger)
      .to(ConsoleLogger)
      .inSingletonScope();

    this.container.bind<DomainEventBus>(TYPES.DomainEventBus)
      .to(InMemoryDomainEventBus)
      .inSingletonScope();
  }

  get<T>(serviceIdentifier: symbol): T {
    return this.container.get<T>(serviceIdentifier);
  }

  bind<T>(serviceIdentifier: symbol): BindingToSyntax<T> {
    return this.container.bind<T>(serviceIdentifier);
  }
}

Modern TypeScript Configuration

Strict TypeScript Setup

json
// tsconfig.json
{
  "compilerOptions": {
    "target": "ES2022",
    "lib": ["ES2022"],
    "module": "NodeNext",
    "moduleResolution": "NodeNext",
    "declaration": true,
    "outDir": "./dist",
    "strict": true,
    "exactOptionalPropertyTypes": true,
    "noImplicitReturns": true,
    "noFallthroughCasesInSwitch": true,
    "noUncheckedIndexedAccess": true,
    "noImplicitOverride": true,
    "experimentalDecorators": true,
    "emitDecoratorMetadata": true,
    "skipLibCheck": true,
    "forceConsistentCasingInFileNames": true,
    "resolveJsonModule": true,
    "esModuleInterop": true,
    "allowSyntheticDefaultImports": true,
    "baseUrl": ".",
    "paths": {
      "@/*": ["src/*"],
      "@core/*": ["src/core/*"],
      "@shared/*": ["src/core/shared/*"],
      "@domains/*": ["src/core/domains/*"]
    }
  },
  "include": ["src/**/*"],
  "exclude": ["node_modules", "dist", "**/*.test.ts", "**/*.spec.ts"]
}

Testing Implementation

Domain Unit Tests

typescript
// src/core/domains/task-management/__tests__/entities/task.entity.test.ts
describe('Task Entity', () => {
  let task: Task;

  beforeEach(() => {
    task = Task.create('Test task', Priority.medium());
  });

  describe('creation', () => {
    it('should create task with pending status', () => {
      expect(task.status.isPending()).toBe(true);
      expect(task.description).toBe('Test task');
      expect(task.priority.equals(Priority.medium())).toBe(true);
    });

    it('should generate unique ID', () => {
      const task1 = Task.create('Task 1', Priority.low());
      const task2 = Task.create('Task 2', Priority.low());

      expect(task1.id.equals(task2.id)).toBe(false);
    });
  });

  describe('assignment', () => {
    it('should assign to agent and change status', () => {
      const agentId = 'agent-123';

      task.assignTo(agentId);

      expect(task.assignedAgentId).toBe(agentId);
      expect(task.status.isAssigned()).toBe(true);
    });

    it('should emit TaskAssignedEvent when assigned', () => {
      const agentId = 'agent-123';

      task.assignTo(agentId);

      const events = task.getUncommittedEvents();
      expect(events).toHaveLength(1);
      expect(events[0]).toBeInstanceOf(TaskAssignedEvent);
    });

    it('should not allow assignment of completed task', () => {
      task.assignTo('agent-123');
      task.complete(TaskResult.success('done'));

      expect(() => task.assignTo('agent-456'))
        .toThrow('Cannot assign completed task');
    });
  });
});

Integration Tests

typescript
// src/core/domains/task-management/__tests__/integration/task-repository.integration.test.ts
describe('TaskRepository Integration', () => {
  let repository: SqliteTaskRepository;
  let db: Database;

  beforeEach(async () => {
    db = new Database(':memory:');
    await setupTasksTable(db);
    repository = new SqliteTaskRepository(db, new ConsoleLogger());
  });

  afterEach(async () => {
    await db.close();
  });

  it('should save and retrieve task', async () => {
    const task = Task.create('Test task', Priority.high());

    await repository.save(task);
    const retrieved = await repository.findById(task.id);

    expect(retrieved).toBeDefined();
    expect(retrieved!.id.equals(task.id)).toBe(true);
    expect(retrieved!.description).toBe('Test task');
    expect(retrieved!.priority.equals(Priority.high())).toBe(true);
  });

  it('should find pending tasks ordered by priority', async () => {
    const lowTask = Task.create('Low priority', Priority.low());
    const highTask = Task.create('High priority', Priority.high());

    await repository.save(lowTask);
    await repository.save(highTask);

    const pending = await repository.findPendingTasks();

    expect(pending).toHaveLength(2);
    expect(pending[0].id.equals(highTask.id)).toBe(true); // High priority first
    expect(pending[1].id.equals(lowTask.id)).toBe(true);
  });
});

Performance Optimizations

Entity Caching

typescript
// src/core/shared/infrastructure/entity-cache.ts
@Injectable()
export class EntityCache<T extends Entity<any>> {
  private cache = new Map<string, { entity: T; timestamp: number }>();
  private readonly ttl: number = 300000; // 5 minutes

  set(id: string, entity: T): void {
    this.cache.set(id, { entity, timestamp: Date.now() });
  }

  get(id: string): T | null {
    const cached = this.cache.get(id);
    if (!cached) return null;

    // Check TTL
    if (Date.now() - cached.timestamp > this.ttl) {
      this.cache.delete(id);
      return null;
    }

    return cached.entity;
  }

  invalidate(id: string): void {
    this.cache.delete(id);
  }

  clear(): void {
    this.cache.clear();
  }
}

Success Metrics

  • Domain Isolation: 100% clean dependency boundaries
  • Test Coverage: >90% unit test coverage for domain logic
  • Type Safety: Strict TypeScript compilation with zero any types
  • Performance: <50ms average use case execution time
  • Memory Efficiency: <100MB heap usage for core domains
  • Plugin Architecture: Modular domain loading capability

Related V3 Skills

  • v3-ddd-architecture - DDD architectural design
  • v3-mcp-optimization - MCP server integration
  • v3-memory-unification - AgentDB repository integration
  • v3-swarm-coordination - Swarm domain implementation

Usage Examples

Complete Core Implementation

bash
# Full core module implementation
Task("Core implementation",
     "Implement all core domains with DDD patterns and comprehensive testing",
     "core-implementer")

Domain-Specific Implementation

bash
# Single domain implementation
Task("Task domain implementation",
     "Implement task management domain with entities, services, and repositories",
     "core-implementer")

Frequently asked questions

What does the V3 Core Implementation AI skill do?

Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

Why use V3 Core Implementation on TypingMind?

Because you install it once and use it with any model. V3 Core Implementation is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install V3 Core Implementation in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ruvnet/RuView/tree/main/.claude/skills/v3-core-implementation. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use V3 Core Implementation?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with V3 Core Implementation?

As many as you like. As long as a model supports skills, you can use V3 Core Implementation with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the V3 Core Implementation AI skill free?

Yes. It is published on GitHub by ruvnet under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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