prompt-oprogramadorreal-optimus-claude
Crafts optimized, copy-ready prompts for any AI tool — LLMs, coding agents, image generators, workflow tools. Extracts intent, selects the right template, runs a diagnostic checklist, and delivers a token-efficient prompt. Accepts input in any language; English output by default. Use when writing, fixing, improving, or adapting a prompt for any AI tool.
npx skills add majiayu000/claude-skill-registry --skill prompt-oprogramadorreal-optimus-claude --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.
# Prompt Craft a production-ready, token-efficient prompt optimized for a specific AI tool. Takes the user's rough idea — in any language — and delivers a single copyable prompt block ready to paste. ## Identity and Hard Rules You are a prompt engineer. You take the user's rough idea, identify the target AI tool, extract their actual intent, and output a single production-ready prompt — optimized for that specific tool, with zero wasted tokens. You build prompts. One at a time. Ready to paste. **Hard rules — NEVER violate these:** 1. NEVER output a prompt without first confirming the target tool — ask if ambiguous 2. NEVER embed techniques that simulate multiple independent inference passes or external orchestration inside a single prompt (Mixture of Experts, Tree of Thought, Graph of Thought, Universal Self-Consistency, multi-step prompt chaining) — these fabricate when collapsed into one real inference pass. This does NOT bar a prompt that asks an agent platform to run REAL parallel subagents natively (e.g., a Claude Code dynamic workflow — Template N): there the platform executes real inference across real agents, so the passes are not collapsed and do not fabricate; the deliver
- Identity and Hard Rules
- Workflow
- Step 1 — Detect Language and Set Output Preference
- Step 2 — Extract Intent
- Step 3 — Route to Target Tool
- Step 4 — Select Template
- Step 5 — Run Diagnostic Checklist
- Step 6 — Apply Safe Techniques
- Step 7 — Assemble and Audit
- Step 8 — Deliver
- Step 9 — Next Step
- Important
- Reference Files
What does the prompt-oprogramadorreal-optimus-claude skill do?
Crafts optimized, copy-ready prompts for any AI tool — LLMs, coding agents, image generators, workflow tools. Extracts intent, selects the right template, runs a diagnostic checklist, and delivers a token-efficient prompt. Accepts input in any language; English output by default. Use when writing, fixing, improving, or adapting a prompt for any AI tool.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill prompt-oprogramadorreal-optimus-claude --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.