General
PromptBeginner5 minmarkdown
IMPLEMENT PROFESSIONAL EDITS ULTRA IMPROVEMENTS MAKE ALL DECISIONS THE BEST. NO STUB NO PLACEHOLDERS ZERO SIMULATIONS ONLY CUTTING EDGE ADVANCED TECHNIQUES
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General
PromptBeginner5 minmarkdown
Read documentation here
https://hot-labs.gitbook.io/hot-protocol/hot-kit
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General
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Guidelines for my dotfiles repo
Pi agent config is at `~/.config/pi/agent` (symlinked to dotfiles). Extensions go in `~/.config/pi/agent/extensions/`.
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General
PromptBeginner5 minmarkdown
AGENTS.md
- Help develop Nucleus with targeted, safe changes.
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General
PromptBeginner5 minmarkdown
Local Notes
- Contracts: /Users/avral/projects/alcor/contracts/dex
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General
PromptBeginner5 minmarkdown
CulturaBuilder Entry Point
@COMMANDS.md
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General
PromptBeginner5 minmarkdown
Worktree
Manage git worktrees with symlinked .env files, playground, and simulations
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General
PromptBeginner5 minmarkdown
Read documentation here
https://hot-labs.gitbook.io/hot-protocol/hot-kit
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General
PromptBeginner5 minmarkdown
Follow the AI policy and context files for this repo.
- docs/ai/AI_POLICY.md
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General
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Please read and strictly follow the rules defined in ./AGENTS.md
generic skill
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General
PromptBeginner5 minmarkdown
- Recommendations for iteration (A/B testing
feedback loops)
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General
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- Keep it minimal and adaptable
including placeholders for iteration or error handling
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General
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- Instead
suggest non-AI or hybrid alternatives (e.g.
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General
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- Key risks or dependencies to monitor (e.g.
bias checks)
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General
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- Lightweight/chat-only models (older 7B–13B models
mini variants) — usually lack depth/context/tool reliability
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General
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- **Mistral Large 2 / Devstral** — Very strong price/performance
fast
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General
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- **Gemini 2.5 Pro / Flash (Google)** — Outstanding multimodal (especially video/document understanding)
very large context windows
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General
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- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
writing quality
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General
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Current Best-in-Class Ranking (January 2026 – general guidance
always tailor to the process):
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General
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- Privacy
open behavior
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General
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- Tool use
function calling
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General
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If AI is viable
recommend which AI engines are best suited and why.
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General
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- Call out misconceptions
dependencies
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General
PromptBeginner5 minmarkdown
- Track KPIs (e.g.
20% time savings
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