hamzaamjad/cursor-rules

A collection of cognitive enhancement rules and methodologies for AI-assisted development

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hamzaamjad/cursor-rules

Cursor rule

To guide AI assistants in reliably executing complex tasks by breaking them down into verifiable steps and using tools judiciously to reduce uncertainty. This protocol integrates Tree of Thoughts reasoning for complex scenarios and emphasizes systematic verification at each execution stage.

2 1y ago A 1,682 tokens original MIT

105-context-trim

10

hamzaamjad/cursor-rules

Cursor rule

COMPRESSION PLAN: Input: Server logs (1M tokens, 50K lines) Strategy: hierarchicalsummary + patternextraction.

2 1y ago A 2,492 tokens original MIT

hamzaamjad/cursor-rules

Cursor rule

Cursor rule "107-sparring-techniques" from hamzaamjad/cursor-rules, covering sparring techniques, socratic method, deliberate flaws, include fixable issues for discovery and competing solutions.

2 1y ago A 343 tokens original MIT

hamzaamjad/cursor-rules

Cursor rule

To maintain optimal cognitive load distribution between human and AI, ensuring peak performance while preventing both cognitive overload and underutilization. Research shows that maintaining a Cognitive Load Theory (CLT) index between 0.45-0.62 maximizes creative output and decision quality, with AI handling 60-70% of…

2 1y ago A 949 tokens original MIT

109-chain-of-code

16

hamzaamjad/cursor-rules

Cursor rule

Chain of Code improves reasoning accuracy by generating and executing code for verification, calculation, and logical validation. This approach achieves 17.9% improvement on arithmetic tasks and 11% on commonsense reasoning by treating problems as executable programs rather than abstract reasoning tasks.

2 1y ago A 1,292 tokens original MIT