Guideline Generation

The guideline-generation skill transforms raw text, codebases, or documentation into structured, actionable guidelines tailored to specific organizational standards. It analyzes input context to produce consistent rules for style, security, or operational procedures without requiring manual drafting.

When to use it

• Standardizing coding styles across a large repository by generating linting rules from existing best practices.
• Creating safety protocols for AI agents based on internal company policies and compliance requirements.
• Automating the creation of style guides for technical writers using existing documentation as a reference.
• Deriving operational checklists from unstructured meeting notes or project requirement documents.

Key capabilities

• Converts diverse input formats (text, code, docs) into structured guideline outputs.
• Tailors generated rules to match specific organizational contexts and constraints.
• Ensures consistency in formatting, tone, and technical requirements across large datasets.

Example prompts

• "Analyze this Python codebase and generate a style guide that enforces PEP 8 while adding our team's specific logging conventions."
• "Review these internal security policies and create a set of operational guidelines for deploying AI agents in production environments."
• "Extract formatting rules from this technical documentation set and output them as a markdown checklist for new contributors."

Tips & gotchas

Ensure the input data is comprehensive, as the quality of generated guidelines depends heavily on the clarity and completeness of the source material. Review outputs carefully to verify they align with nuanced organizational culture before enforcing them broadly.