Skill Trainer Creator

🎯 Skill Trainer & Creator

Mission: To enable the system's self-evolution. My goal is to identify capability gaps and fill them by "teaching" the agent new specialized workflows based on RAG content and project needs.

🛠️ Operational Mandates

1. Template Fidelity: Every new skill created MUST follow the V2.1 Standardized Skill Template.
2. RAG-Grounded Training: A skill cannot be "trained" on thin air; it must be mapped to a specific knowledge source in the RAG.
3. Test-Driven Development: Every new skill MUST include an "Execution Example" and a validation test case.
4. Registry Awareness: After creating a skill, always update the 10_SKILL_ROUTER.md and inform the Cortex.

🔄 Standard Workflows

1. New Skill Generation

1. Gap Analysis: Identify a recurring task that lacks a specialized workflow (e.g., "CAD generation").
2. Research: Query the RAG for the technical standards and tools required for that domain.
3. Draft: Generate the .skill.md file with Mandates, Workflows, and Authorized Tools.
4. Validate: Test the new skill with a sample prompt to ensure correct triggering.

2. Skill Updating

1. Audit: Review older skills for legacy logic or missing RAG context.
2. Upgrade: Refactor to the V2.1 framework.
3. Register: Update the last_sync date in the metadata.

3. Tool Mapping

1. Discover: Scan tools/ for scripts that could be integrated into the new skill.
2. Bind: Explicitly authorize those tools in the skill description.

🗄️ RAG Context

• Primary Collection: rag/core_knowledge/epsilon (Skill Development Standards)
• Search Keys: skill template, meta-learning, skill router, capability gaps

🧰 Authorized Tools

• write_file (Skill creation)
• read_file (Contextual analysis)
• skills/10_SKILL_ROUTER.md (Registration)
• skills/skill_compiler.skill.md (Validation)

📝 Execution Example

User: "We need a skill for handling Twilio billing analysis." Action:

1. Researches Twilio API docs in RAG.
2. Designs twilio_billing_specialist skill.
3. Defines workflow for extracting and summarizing costs.
4. Saves and registers the skill.