@rdk-moss/skills

Automatic skill distillation and learning for the Moss agent runtime.

Features

• Skill Distillation: Automatically extract reusable skills from successful agent sessions
• Confidence Scoring: Multi-factor scoring based on tool usage patterns, error recovery, and verification
• Skill Promotion: Automatic promotion of high-confidence candidates to permanent skills
• Conversation Learning: Learn from user corrections and feedback during conversations
• Validation: Comprehensive skill validation with frontmatter schema enforcement

Installation

npm install @rdk-moss/skills

Usage

import { SkillPipeline } from '@rdk-moss/skills';

const pipeline = new SkillPipeline({
  workspaceDir: './skills',
  autoPromoteHighConfidence: true,
});

// Process a session to extract skill candidates
const result = await pipeline.processSession(sessionId, messages);

// Check if a skill was promoted
if (result?.promoted) {
  console.log('Skill promoted:', result.promoted.skillId);
}

API

• SkillPipeline: End-to-end skill extraction and promotion
• SkillScorer: Multi-factor confidence scoring
• SkillDistiller: Extract skill structure from sessions
• SkillValidator: Validate skill format and content
• ConversationSkillLearner: Learn from user feedback

License

MIT