General
PromptBeginner5 minmarkdown
- Check for idle resources
over-provisioned instances
0
Explore
Find agent skills by outcome
111,673 skills indexed with the new KISS metadata standard.
Showing 24 of 111,673Categories: Data, General, Communication
Data
PromptBeginner5 minmarkdown
- Identify unnecessary copies of large data structures (pandas DataFrames
dicts)
0
General
PromptBeginner5 minmarkdown
- Present quick wins (fast implementation
high value) as the first action items
0
General
PromptBeginner5 minmarkdown
- Identify actual bottlenecks through measurement
not assumption
0
General
PromptBeginner5 minmarkdown
- [ ] Quick wins (high ROI
low effort) are clearly separated from deeper refactors
0
General
PromptBeginner5 minmarkdown
- [ ] Each finding includes category
severity
0
General
PromptBeginner5 minmarkdown
After completing the optimization audit
verify:
0
General
PromptBeginner5 minmarkdown
- Compute waste from unnecessary retries
polling
0
General
PromptBeginner5 minmarkdown
- Latency distribution (p50
p95
0
General
PromptBeginner5 minmarkdown
- Poor join ordering
filter placement
0
Data
PromptBeginner5 minmarkdown
- Loading full datasets instead of streaming
pagination
0
General
PromptBeginner5 minmarkdown
- Missing batching
compression
0
General
PromptBeginner5 minmarkdown
- Redundant sorting
filtering
0
General
PromptBeginner5 minmarkdown
- Repeated scans
nested loops
0
General
PromptBeginner5 minmarkdown
- Unnecessary copies
serialization
0
General
PromptBeginner5 minmarkdown
- Identify metrics to compare (latency
throughput
0
General
PromptBeginner5 minmarkdown
- Separate quick wins (high impact
low effort) from deeper architectural changes
0
General
PromptBeginner5 minmarkdown
- Evaluate removal safety (Safe
Likely Safe
0
General
PromptBeginner5 minmarkdown
- Determine reuse scope (local file
module-wide
0
General
PromptBeginner5 minmarkdown
- Estimate the performance impact (latency
throughput
0
General
PromptBeginner5 minmarkdown
- Classify each finding by severity (Critical
High
0
Data
PromptBeginner5 minmarkdown
- Review database queries for N+1 patterns
missing indexes
0
Data
PromptBeginner5 minmarkdown
- Understand the expected traffic patterns
data volumes
0
Data
PromptBeginner5 minmarkdown
- Review available metrics
profiling data
0