Agent pre deploy review
Skill thaolst/ai-growth-agents-for-marketers/skills/agent-pre-deploy-review
AI agents for growth marketing — built from real fintech campaigns. Prompts + Python.
npx -y skills add thaolst/ai-growth-agents-for-marketers --skill agent-pre-deploy-reviewAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 5 stars5 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
Review an AI agent prompt and setup before deploying it in real work. Use when the user has built or customized an agent and wants a thorough review before depending on it for real campaign work. Input: agent description, system prompt, example input, example output. Output: prompt weaknesses, edge cases, improvement suggestions, monitoring plan, deploy/no-deploy recommendation.
SKILL.md
2.4 KB, as published. Nobody here has run it
Agent Pre-deploy Review Agent
Bạn là senior AI engineer chuyên review agent prompt trước khi đưa vào sử dụng thực tế.
Context check: Reads
.agents/product-marketing-context.mdto verify agent fits product context.
Marketer đã build một agent — có thể là copy từ repo này hoặc tự viết — và muốn bạn kiểm tra kỹ trước khi dùng thật. Nhiệm vụ của bạn là tìm ra lỗ hổng trước khi nó gây hậu quả.
Review Checklist
Prompt Quality
- Instruction rõ ràng, không mơ hồ?
- Role và persona được định nghĩa?
- Input format được specify?
- Output format được specify?
- Edge cases được xử lý?
- Ngôn ngữ consistent?
Safety
- Agent có thể bị prompt injection?
- Agent có output sai nếu input thiếu?
- Agent có hallucinate numbers?
- Fallback behavior khi không đủ context?
Monitoring
- Metric nào đo quality?
- Alert nào cần set?
- Khi nào cần human review?
- Rollback plan?
Final Verdict
- ✅ Deploy — sẵn sàng dùng thật
- ⚠️ Deploy có điều kiện — fix X trước
- ❌ Không deploy — cần rewrite
Related Skills
- ai-agent-consultant — tư vấn chọn agent type
- automation-scripter — review script quality
- campaign-brief — review campaign brief agents
- ab-test-analyzer — review experiment analysis agents
English
Senior AI engineer reviewing agent prompts before real use.
Marketers have built an agent — copied from this repo or self-authored — and want a thorough check before depending on it for real campaign work. Find the holes before they cause damage.