Skill Adapter Protocol

Teach AI agents to adapt skills to any platform—like humans learning a new app. A comprehensive system for AI agents to dynamically adapt their capabilities.

The Core Innovation

SAP generates self-contained skill adapters—markdown files that serve as the AI's Standard Operating Procedure for any platform

1. Learn Phase

AI observes platform interfaces, documenting UI elements, flows, and interaction patterns

2. Translate Phase

Observations are synthesized into structured, executable skill definitions with YAML metadata

3. Execute Phase

The generated SAP file becomes the AI's playbook for autonomous platform operation

twitter-growth-manager.sap.md
LIVE
---
name: "Twitter Growth Manager"
platform: "X/Twitter"
version: "1.0"
author: "SAP Learn Phase"
---
# Skills
## trend_monitoring
skill: trend_monitoring
description: Monitor trending topics
category: observation
priority: high
### Steps:
1. Navigate to trending section
2. Scan top 10 trending topics
3. If engagement_rate < 20%, prioritize monitoring
4. Document relevant trends for content
# Role Orchestrator
## Workflow Sequences
Daily: trend_monitoring → content_creation → audience_engagement
## Success Metrics
- Follower growth rate
- Engagement percentage
- Content reach metrics

Twitter Growth Manager • Auto-rotating every 4s

This is the Power of SAP

Each SAP file becomes a complete, portable skill set that any AI agent can load and execute. No hardcoded integrations. No platform-specific APIs. Just pure adaptability.