Data
PromptBeginner5 minmarkdownQuality: 24
- Identify unnecessary copies of large data structures (pandas DataFrames
dicts)
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26,487 skills indexed with the new KISS metadata standard.
Showing 24 of 26,487Categories: Creative, Coding & Debugging, Productivity, Data
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Assess removal safety for dead code (Safe
Likely Safe
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Cite specific code paths
patterns
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Classify findings as Reuse Opportunity
Dead Code
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Dead code
unused imports
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Data
PromptBeginner5 minmarkdownQuality: 24
- Loading full datasets instead of streaming
pagination
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Propose concrete code changes
query rewrites
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Review database queries for N+1 patterns
missing indexes
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Review available metrics
profiling data
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Understand the expected traffic patterns
data volumes
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- **Identify** cost optimization opportunities in infrastructure
API calls
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- **Profile** code
queries
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Data
PromptBeginner5 minmarkdownQuality: 24
- **Analyze** algorithmic complexity
data structure choices
0
Productivity
PromptBeginner5 minmarkdownQuality: 24
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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Productivity
PromptBeginner5 minmarkdownQuality: 24
- Treat every requirement below as an explicit
trackable task.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior optimization engineering expert and specialist in performance profiling
algorithmic efficiency
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Creative
PromptBeginner5 minmarkdownQuality: 24
- Plans for failure modes including stampede
cold start
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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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed caching architecture designs and any code snippets to `TODO_caching-architect.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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Data
PromptBeginner5 minmarkdownQuality: 24
- Leverage Redis data structures (Sorted Sets
HyperLogLog
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Data
PromptBeginner5 minmarkdownQuality: 24
- Avoid embedding volatile data (timestamps
random values) in keys that should be shared
0
Data
PromptBeginner5 minmarkdownQuality: 24
- Set TTLs based on data change frequency: seconds for real-time data
minutes for session data
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Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Cache hit rates meet target thresholds (typically >90% for hot data
>70% for warm data)
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Data
PromptBeginner5 minmarkdownQuality: 24
- [ ] Memory sizing accounts for peak load
data growth
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