Agent skill · AI & Agents

claude-orator

Prompt rhetoric coach — deterministic scoring and restructuring using Anthropic best practices

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill claude-orator --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 3 KB
Bundled scripts: none
Path: skills/ai-llm/claude-orator/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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). ~50-80 on vague prompts. Never blocks — suggestion only. ## Commands | Command | Description | |---------|-------------| | `/reprompt-orator <prompt>` | Optimize a prompt using Anthropic best practices | ## Workflows ### Optimize (standalone) 1. `/reprompt-orator "your prompt here"` or call `orator_optimize(prompt: "...")` 2. Review score breakdown (7 dimensions, 1-10 each) 3. Use the restructured prompt with applied techniques ### Optimize (with siblings) 1. If **historian** active: `search_conversations("prompt optimization")` to find past well-scored prompts 2. `orator_optimize(prompt: "...")` — score and restructure 3. If **praetorian** active: `save_context(type: "decisions", ...)` to preserve the optimized prompt rationale 4. If **gladiator** active:

What's inside
Steps it walks through
  1. Hooks
  2. Commands
  3. Workflows
  4. Optimize (standalone)
  5. Optimize (with siblings)
  6. Batch review
  7. Sibling Synergy
  8. MCP Tools Reference
  9. Scoring Dimensions
  10. Techniques
  11. Storage
  12. Requires
Ships with 1 file
  • metadata.json
More from claude-skill-registry
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About this skill
What does the claude-orator skill do?

Prompt rhetoric coach — deterministic scoring and restructuring using Anthropic best practices

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill claude-orator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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