Learn Skill

Automatically evaluates OmG sessions to extract reusable patterns (error resolutions, workarounds, conventions) and save them to

.omg/rules/learned/

.

When to Activate

• Setting up automatic pattern extraction from OmG sessions.
• Configuring the

  SessionEnd

  hook for session evaluation.
• Reviewing or curating learned skills in

  .omg/rules/learned/

  .
• Adjusting extraction thresholds or pattern categories.

How It Works

This skill runs as a SessionEnd hook at the end of each session:

1. Session Evaluation: Checks if session has enough messages (default: 10+).
2. Pattern Detection: Identifies extractable patterns (errors, workarounds, styles).
3. Skill Extraction: Saves useful patterns as new rules in

   .omg/rules/learned/

   .

Interactive Selective Save

When

/omg:learn

is run, the agent will:

1. Identify high-signal reusable patterns.
2. List these patterns with unique IDs.
3. Ask the user whether to save all or specific ones.
4. Default to saving all if not specified.

Extraction Focus

The

learn

skill focuses on reusable patterns rather than simple chat history:

• Common Error Resolutions: How recurring errors were fixed.
• Environment Workarounds: Fixes for tool or framework quirks.
• Style/Conventions: Project-specific rules identified during work.
• Corrected Behaviors: Mistakes the agent should avoid in the future.

Configuration

Edit

.omg/rules/learn.json

to customize:

{
  "min_session_length": 10,
  "extraction_threshold": "medium",
  "auto_approve": false,
  "learned_skills_path": ".omg/rules/learned/",
  "patterns_to_detect": [
    "error_resolution",
    "user_corrections",
    "workarounds",
    "debugging_techniques",
    "project_specific"
  ],
  "ignore_patterns": [
    "simple_typos",
    "one_time_fixes",
    "external_api_issues"
  ]
}

Related

• /omg:memory

  - Project-level knowledge.

• /omg:rules

  - Context-aware rule application.

• /omg:learn

  - Manual pattern extraction command.