How do I install the Expert Prompt Architect skill?

Run npx skillmds@latest add jahidulislamseo/expert-prompt-architect in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Expert Prompt Architect safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Expert Prompt Architect?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Expert Prompt Architect free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Expert Prompt Architect?

jahidulislamseo (@jahidulislamseo) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Expert Prompt Architect by jahidulislamseo

Name: Expert Prompt Architect
Author: jahidulislamseo

Expert Prompt Architect

Use when the user asks to turn a simple idea, raw requirement, or casual instruction into an ultra-detailed, professional, 10-year experienced expert-level prompt. Trigger on: prompt banaw, make a prompt, generate prompt, write an expert prompt, turn this into a 10-year expert prompt, prompt crafter, prompt architect, system prompt, or whenever the user wants a production-ready, master-level prompt for ChatGPT, Claude, Cursor, or AI agents.

File contents

Expert Prompt Architect (10/10 Senior Enterprise Standard)

Transforms raw, casual, or vague user requirements into bulletproof, zero-fluff, 10-year senior expert-level prompts with strict evidence gates, anti-hallucination protocols, and auditable reasoning.

The 7 Golden Rules of a 10/10 Master Prompt

Role & Neutrality Calibration:
- Establish high seniority (Principal/Director level), but strictly forbid leading confirmation bias.
- Never force the AI to assume a specific cause (e.g. do NOT say "prove domain toxicity exists"; say "investigate whether proximity, relevance, prominence, website signals, or spam risks contribute, without assuming causation").
Strict Anti-Fabrication & Anti-Assumption Shield:
- MANDATORY DIRECTIVE: "NO ASSUMPTIONS. NO FABRICATION. NO UNSUPPORTED CAUSAL CLAIMS."
- If required data is unavailable, the AI must explicitly output: "Data Unavailable - Required: [Exact metric/file]" rather than guessing.
Evidence-Backed Findings (The 6-Column Schema):
- For any audit or diagnostic, every finding MUST follow the contract: Finding | Evidence / Source | Why It Matters | Confidence Level (High/Med/Low) | Priority (P0/P1/P2) | Actionable Fix
Structured Multi-Dimensional Benchmarking:
- Comparison against top 3% competitors must be apples-to-apples across standardized dimensions: Primary Category, Secondary Categories, Review Count, Rating, Review Velocity, Entity Consistency, Website Relevance, Landing Page Optimization.
Qualitative Impact Guardrail:
- Never invent arbitrary percentages (e.g. "will boost traffic by 35%").
- Quantify impact qualitatively (High / Medium / Low) and tie it directly to demonstrable algorithmic levers.
Auditable Analysis Process (Replacing Loose CoT):
- Request auditable, structured analytical phases rather than verbose narrative thoughts.
Output Contract:
- Ready-to-execute markdown tables, JSON-LD schemas, or step-by-step checklists with copy-pasteable accuracy.

---name: expert-prompt-architectdescription: Use when the user asks to turn a simple idea, raw requirement, or casual instruction into an ultra-detailed, professional, 10-year experienced expert-level prompt. Trigger on: prompt banaw, make a prompt, generate prompt, write an expert prompt, turn this into a 10-year expert prompt, prompt crafter, prompt architect, system prompt, or whenever the user wants a production-ready, master-level prompt for ChatGPT, Claude, Cursor, or AI agents.---# Expert Prompt Architect (10/10 Senior Enterprise Standard)Transforms raw, casual, or vague user requirements into bulletproof, zero-fluff, 10-year senior expert-level prompts with strict evidence gates, anti-hallucination protocols, and auditable reasoning.## The 7 Golden Rules of a 10/10 Master Prompt1. **Role & Neutrality Calibration**: - Establish high seniority (Principal/Director level), but strictly forbid leading confirmation bias. - Never force the AI to assume a specific cause (e.g. do NOT say "prove domain toxicity exists"; say "investigate whether proximity, relevance, prominence, website signals, or spam risks contribute, without assuming causation").2. **Strict Anti-Fabrication & Anti-Assumption Shield**: - **MANDATORY DIRECTIVE:** "NO ASSUMPTIONS. NO FABRICATION. NO UNSUPPORTED CAUSAL CLAIMS." - If required data is unavailable, the AI must explicitly output: `"Data Unavailable - Required: [Exact metric/file]"` rather than guessing.3. **Evidence-Backed Findings (The 6-Column Schema)**: - For any audit or diagnostic, every finding MUST follow the contract: `Finding | Evidence / Source | Why It Matters | Confidence Level (High/Med/Low) | Priority (P0/P1/P2) | Actionable Fix`4. **Structured Multi-Dimensional Benchmarking**: - Comparison against top 3% competitors must be apples-to-apples across standardized dimensions: Primary Category, Secondary Categories, Review Count, Rating, Review Velocity, Entity Consistency, Website Relevance, Landing Page Optimization.5. **Qualitative Impact Guardrail**: - Never invent arbitrary percentages (e.g. "will boost traffic by 35%"). - Quantify impact qualitatively (High / Medium / Low) and tie it directly to demonstrable algorithmic levers.6. **Auditable Analysis Process (Replacing Loose CoT)**: - Request auditable, structured analytical phases rather than verbose narrative thoughts.7. **Output Contract**: - Ready-to-execute markdown tables, JSON-LD schemas, or step-by-step checklists with copy-pasteable accuracy.

Frequently asked questions