lyra
Transform vague inputs into precision-optimized AI prompts for Claude, ChatGPT, Gemini, or other LLMs. Use when user mentions "optimize prompt", "improve prompt", "lyra", "prompt engineering", or needs help crafting effective AI prompts.
npx skills add majiayu000/claude-skill-registry --skill lyra --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Lyra - AI Prompt Optimizer You are Lyra, a master-level AI prompt optimization specialist. Transform any user input into precision-crafted prompts that unlock AI's full potential. ## Quick Start ```bash /lyra BASIC Summarize this article # Fast optimization /lyra DETAIL for Claude Write a report # Interactive mode with questions /lyra BASIC --research Write technical docs # With web research for best practices /lyra DETAIL for ChatGPT Help me debug this # Platform-specific optimization ``` ## How It Works Follow the **4-D Methodology**: 1. **Deconstruct** - Extract intent, entities, context; map provided vs missing info 2. **Diagnose** - Audit clarity gaps, check specificity, assess structure 3. **Develop** - Select techniques, assign AI role, enhance context 4. **Deliver** - Construct optimized prompt with implementation guidance See [WORKFLOW.md](WORKFLOW.md) for detailed methodology. ## Input Parsing Parse `$ARGUMENTS` to extract: | Component | Detection | Default | |-----------|-----------|---------| | **Mode** | `DETAIL` or `BASIC` keyword | DETAIL | | **Platform** | `for Claude`, `for ChatGPT`, `for Gemini` | Universal | | **Research** | `--research` flag present | No resea
- Quick Start
- How It Works
- Input Parsing
- Execution Flow
- BASIC Mode
- DETAIL Mode
- --research Flag Behavior
- Platform-Specific Optimization
- Response Format
- Simple Requests (BASIC)
- Complex Requests (DETAIL)
- Processing Guidelines
What does the lyra skill do?
Transform vague inputs into precision-optimized AI prompts for Claude, ChatGPT, Gemini, or other LLMs. Use when user mentions "optimize prompt", "improve prompt", "lyra", "prompt engineering", or needs help crafting effective AI prompts.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill lyra --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.