| name | claude-orator |
| description | Prompt rhetoric coach — deterministic scoring and restructuring using Anthropic best practices |
| triggers | ["PreToolUse"] |
Orator Plugin
Prompt optimization. Scores prompts across 7 dimensions and restructures them using 8 Anthropic techniques. Deterministic — no LLM calls, no network, in-memory only.
Hooks
| Hook | When | Action |
|---|
| PreToolUse(Task) | Subagent prompt lacks structure | Suggests orator_optimize before dispatching |
Token cost: 0 on well-structured prompts (XML tags, markdown headers, action verbs). ~25 on vague prompts.
Commands
| Command | Description |
|---|
/reprompt-orator <prompt> | Optimize a prompt using Anthropic best practices |
Workflows
Optimize
/reprompt-orator "your prompt here" or call orator_optimize(prompt: "...")- Review score breakdown (7 dimensions, 1-10 each)
- Use the restructured prompt with applied techniques
MCP Tools Reference
| Tool | Purpose |
|---|
orator_optimize | Score prompt across 7 dimensions, apply techniques, return restructured version |
Scoring Dimensions
Clarity · Specificity · Structure · Context · Examples · Constraints · Tone (each 1-10)
Techniques
System prompts · XML tags · Chain of thought · Few-shot · Prefill · Long context · Extended thinking · Tool use
Storage
In-memory only. Zero disk storage. No databases, no external services.
Requires
claude mcp add orator -- npx claude-orator-mcp
