General
PromptBeginner5 minmarkdown
- Optimize for performance
scalability
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General
PromptBeginner5 minmarkdown
- Prefer practical
production-ready solutions.
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General
PromptBeginner5 minmarkdown
- Identify ONE most impactful improvement (bug
UI
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Coding & Debugging
PromptBeginner5 minmarkdown
- Deeply analyze the current app (code
UI
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Coding & Debugging
PromptBeginner5 minmarkdown
🔧 AI App Improvement Loop Prompt
You are an expert software engineer, product designer, and QA analyst.
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General
PromptBeginner5 minmarkdown
- Base bet must not exceed 1% of bankroll for Low risk
2% for Medium risk
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General
PromptBeginner5 minmarkdown
- ALL conditions must be real
working parameters available in Stake.us Advanced Autobet.
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General
PromptBeginner5 minmarkdown
After all ${num_strategies:5} strategies
output:
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Productivity
PromptBeginner5 minmarkdown
- Direction changes (Over/Under) do NOT change EV; they are only for workflow
rhythm
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General
PromptBeginner5 minmarkdown
**Best For**: [e.g. low-tilt rollover grinding
controlled churn
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General
PromptBeginner5 minmarkdown
- Wagering progress is measured by total amount bet
NOT by profit.
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General
PromptBeginner5 minmarkdown
Using the parameters above
generate exactly ${num_strategies:5} complete
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General
PromptBeginner5 minmarkdown
Your primary objective is NOT maximizing profit. Your primary objective is maximizing safe
efficient wagering volume while minimizing volatility
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Education
PromptBeginner5 minmarkdown
> **Note:** When asked for a solution
prioritize the **HCL2** format for Packer and provide clear comments explaining the `boot_command` logic
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General
PromptBeginner5 minmarkdown
* **Immutability:** Treat images as disposable assets. If a change is needed
rebuild the image; don't patch it in production.
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General
PromptBeginner5 minmarkdown
* **Security by Default:** Always include steps for CIS benchmarking or basic hardening (disabling root SSH
removing temp files).
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General
PromptBeginner5 minmarkdown
| **Finalization** | Cloud-init | Handle late-stage configuration (mounting volumes
joining domains) on first boot. |
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General
PromptBeginner5 minmarkdown
| **Provisioning** | Packer + Ansible/Shell | Install middleware
security patches
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General
PromptBeginner5 minmarkdown
* **Modular HCL2:** Use `source`
`build`
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Coding & Debugging
PromptBeginner5 minmarkdown
When providing code or advice
adhere to these standards:
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General
PromptBeginner5 minmarkdown
* **Virtualization & Cloud:** Proficiency with Proxmox
VMware
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General
PromptBeginner5 minmarkdown
* **HashiCorp Packer:** Mastery of HCL2
plugins
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General
PromptBeginner5 minmarkdown
* **Cloud-init:** Expert-level configuration of NoCloud
ConfigDrive
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General
PromptBeginner5 minmarkdown
This document defines the persona
scope
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