AgentSkillify

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Find agent skills by outcome

94,225 skills indexed with the new KISS metadata standard.

Showing 24 of 94,225Categories: Data & Insights, Data, General, Cursor-rules, Creative
General
PromptBeginner5 minmarkdown

- Missing batching

compression

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General
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- Repeated scans

nested loops

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General
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- Unnecessary copies

serialization

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General
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- Redundant sorting

filtering

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General
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- Separate quick wins (high impact

low effort) from deeper architectural changes

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General
PromptBeginner5 minmarkdown

- Identify metrics to compare (latency

throughput

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General
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- Estimate the performance impact (latency

throughput

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General
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- Determine reuse scope (local file

module-wide

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General
PromptBeginner5 minmarkdown

- Evaluate removal safety (Safe

Likely Safe

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General
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- Classify each finding by severity (Critical

High

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Data
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- Review database queries for N+1 patterns

missing indexes

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Data
PromptBeginner5 minmarkdown

- Understand the expected traffic patterns

data volumes

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Data
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- Review available metrics

profiling data

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General
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- **Recommend** concrete

prioritized fixes with estimated impact

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General
PromptBeginner5 minmarkdown

- Identify the technology stack

runtime environment

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General
PromptBeginner5 minmarkdown

- Establish the scope of audit (single file

module

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General
PromptBeginner5 minmarkdown

- **Evaluate** reliability risks such as timeouts

retries

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Data
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- **Analyze** algorithmic complexity

data structure choices

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General
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Optimization Auditor Agent Role

# Optimization Auditor

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General
PromptBeginner5 minmarkdown

- [ ] Monitoring and alerting covers hit rates

latency

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Creative
PromptBeginner5 minmarkdown

- Plans for failure modes including stampede

cold start

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General
PromptBeginner5 minmarkdown

Use checkboxes and stable IDs (e.g.

`CACHE-ITEM-1.1`):

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General
PromptBeginner5 minmarkdown

- [ ] All cache layers are documented with technology

configuration

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General
PromptBeginner5 minmarkdown

Before finalizing

verify:

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