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18,939 skills indexed with the new KISS metadata standard.

Showing 24 of 18,939Categories: Coding & Debugging, Writing & Content, Data
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

RULE: When using this prompt

you must create a file named TODO_optimization-auditor.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT.....

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Evidence: Specific code path

pattern

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

Write all proposed optimization findings and any code snippets to TODO_optimization-auditor.md only....

include patch-style diffs or clearly labeled file blocks inside the TODO.

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Dead code and unused exports: Functions

classes

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Unbounded data loading: Queries or API calls without pagination

limits

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Data
PromptBeginner5 minmarkdownQuality: 24

- Identify unnecessary copies of large data structures (pandas DataFrames

dicts)

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Assess removal safety for dead code (Safe

Likely Safe

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Classify findings as Reuse Opportunity

Dead Code

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Cite specific code paths

patterns

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Dead code

unused imports

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Writing & Content
PromptBeginner5 minmarkdownQuality: 24

- Lock contention

race conditions

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Data
PromptBeginner5 minmarkdownQuality: 24

- Loading full datasets instead of streaming

pagination

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Propose concrete code changes

query rewrites

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Writing & Content
PromptBeginner5 minmarkdownQuality: 24

- Check concurrency patterns for lock contention

serialized async work

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Writing & Content
PromptBeginner5 minmarkdownQuality: 24

- Evaluate I/O operations for blocking calls

excessive reads/writes

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Data
PromptBeginner5 minmarkdownQuality: 24

- Review database queries for N+1 patterns

missing indexes

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Data
PromptBeginner5 minmarkdownQuality: 24

- Understand the expected traffic patterns

data volumes

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Data
PromptBeginner5 minmarkdownQuality: 24

- Review available metrics

profiling data

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Identify cost optimization opportunities in infrastructure

API calls

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Writing & Content
PromptBeginner5 minmarkdownQuality: 24

- Assess scalability under load including concurrency patterns

contention points

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24

- Profile code

queries

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Data
PromptBeginner5 minmarkdownQuality: 24

- Analyze algorithmic complexity

data structure choices

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

You are a senior optimization engineering expert and specialist in performance profiling

algorithmic efficiency

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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28

RULE: When using this prompt

you must create a file named TODO_caching-architect.md. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wk.....

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