Claude Content Moderation
Independent PiSkill directory guide. The original prompt remains hosted by Anthropic Claude Cookbooks.
What does this prompt do?
Creates a Claude moderation workflow from explicit policy categories, severity rules, examples, structured decisions, uncertainty handling, and evaluation data.
Primary use case
Moderate content against a documented policy.
Expected output
A structured moderation decision with rationale.
Inputs or variables
- content
- policy
- severity definitions
Related prompts
Claude Citation Workflow
Shows how to request, preserve, and validate citations so claims remain traceable to supplied source material and unsupported statements can be identified.
Claude Evaluation Builder
Builds an evaluation set and scoring workflow for a model task using representative inputs, clear criteria, repeatable execution, and analysis of failure patterns.
Claude Frontend Aesthetics
Shows how concrete visual direction, layout goals, reference language, interaction details, and iteration constraints improve frontend generation beyond vague requests for polish.
Claude SQL Query Generation
Demonstrates a practical SQL-generation workflow that supplies schema context, asks for the correct dialect, constrains changes, and checks generated queries before execution.
Claude Summarization
Structures a summarization task around audience, required facts, length, format, source grounding, and evaluation rather than requesting an unspecified generic summary.
Claude Test Case Generation
Generates test cases from stated behavior, boundary conditions, failure modes, and a target framework, then reviews coverage instead of producing only happy paths.