Coding & Debugging
PromptBeginner5 minmarkdown
Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt
# COMPREHENSIVE PYTHON CODEBASE REVIEW
0
Explore
Find agent skills by outcome
74,793 skills indexed with the new KISS metadata standard.
Showing 24 of 74,793Categories: Data & Insights, General, Data, Coding & Debugging, Creative, Writing & Content
General
PromptBeginner5 minmarkdown
- Resource leaks (connections
file handles)
0
General
PromptBeginner5 minmarkdown
- Security vulnerabilities (injection
auth bypass)
0
Writing & Content
PromptBeginner5 minmarkdown
**References**: Links to documentation
Go blog posts
0
General
PromptBeginner5 minmarkdown
- [ ] Very large inputs (>1GB files
millions of records)
0
General
PromptBeginner5 minmarkdown
For each issue found
provide:
0
Data
PromptBeginner5 minmarkdown
- [ ] Malformed input data (truncated JSON
broken UTF-8)
0
Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find missing API documentation (OpenAPI/Swagger
protobuf docs)
0
General
PromptBeginner5 minmarkdown
- [ ] Empty strings
slices
0
General
PromptBeginner5 minmarkdown
- [ ] `math.MaxInt64`
`math.MinInt64`
0
General
PromptBeginner5 minmarkdown
- [ ] Find missing README with usage
installation
0
General
PromptBeginner5 minmarkdown
- [ ] Identify missing `SetMaxOpenConns`
`SetMaxIdleConns`
0
Writing & Content
PromptBeginner5 minmarkdown
- [ ] Find response headers not set (Content-Type
Cache-Control
0
General
PromptBeginner5 minmarkdown
- [ ] Find missing health check endpoints (`/healthz`
`/readyz`)
0
Writing & Content
PromptBeginner5 minmarkdown
- [ ] Identify missing `ReadTimeout`
`WriteTimeout`
0
General
PromptBeginner5 minmarkdown
- [ ] Check for proper signal handling (`SIGTERM`
`SIGINT`) for graceful shutdown
0
Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find hardcoded environment-specific values (URLs
ports
0
General
PromptBeginner5 minmarkdown
- [ ] Find flaky tests (timing-dependent
file-system dependent)
0
General
PromptBeginner5 minmarkdown
- [ ] Detect missing subtests (`t.Run(name
...)`)
0
Data
PromptBeginner5 minmarkdown
- [ ] Check for missing integration tests (database
HTTP
0
General
PromptBeginner5 minmarkdown
- [ ] Identify missing clean architecture boundaries (domain
service
0
Writing & Content
PromptBeginner5 minmarkdown
- [ ] Find single-method interface names not ending in `-er` (`Reader`
`Writer`
0
General
PromptBeginner5 minmarkdown
- [ ] Check for `init()` functions with side effects (hard to test
order-dependent)
0
General
PromptBeginner5 minmarkdown
- [ ] Check for proper receiver naming (short
consistent: `s` for `Server`
0