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13,408 skills indexed with the new KISS metadata standard.

Showing 24 of 13,408Categories: Education, Coding & Debugging, Data, Writing & Content
Coding & Debugging
PromptBeginner5 minmarkdown

**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 minmarkdown

- **Evidence**: Specific code path

pattern

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Coding & Debugging
PromptBeginner5 minmarkdown

Write all proposed optimization findings and any code snippets to `TODO_optimization-auditor.md` only. Do not create any other files. If specific files should be created or edited

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

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Dead code and unused exports**: Functions

classes

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Unbounded data loading**: Queries or API calls without pagination

limits

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Data
PromptBeginner5 minmarkdown

- Identify unnecessary copies of large data structures (pandas DataFrames

dicts)

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Coding & Debugging
PromptBeginner5 minmarkdown

- Assess removal safety for dead code (Safe

Likely Safe

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Coding & Debugging
PromptBeginner5 minmarkdown

- Classify findings as Reuse Opportunity

Dead Code

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Coding & Debugging
PromptBeginner5 minmarkdown

- Cite specific code paths

patterns

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Coding & Debugging
PromptBeginner5 minmarkdown

- Dead code

unused imports

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Writing & Content
PromptBeginner5 minmarkdown

- Lock contention

race conditions

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Data
PromptBeginner5 minmarkdown

- Loading full datasets instead of streaming

pagination

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Coding & Debugging
PromptBeginner5 minmarkdown

- Propose concrete code changes

query rewrites

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Writing & Content
PromptBeginner5 minmarkdown

- Check concurrency patterns for lock contention

serialized async work

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Data
PromptBeginner5 minmarkdown

- Understand the expected traffic patterns

data volumes

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Writing & Content
PromptBeginner5 minmarkdown

- Evaluate I/O operations for blocking calls

excessive reads/writes

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Data
PromptBeginner5 minmarkdown

- Review database queries for N+1 patterns

missing indexes

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Data
PromptBeginner5 minmarkdown

- Review available metrics

profiling data

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Identify** cost optimization opportunities in infrastructure

API calls

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Data
PromptBeginner5 minmarkdown

- **Analyze** algorithmic complexity

data structure choices

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Writing & Content
PromptBeginner5 minmarkdown

- **Assess** scalability under load including concurrency patterns

contention points

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Profile** code

queries

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Coding & Debugging
PromptBeginner5 minmarkdown

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

algorithmic efficiency

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Coding & Debugging
PromptBeginner5 minmarkdown

**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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