Coding & Debugging
PromptBeginner5 minmarkdown
- Prioritize inclusion of entry points
public APIs
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General
PromptBeginner5 minmarkdown
- Use hierarchical summarization: repository overview
module summaries
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General
PromptBeginner5 minmarkdown
- Identify recent large-scale changes (renames
moves
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General
PromptBeginner5 minmarkdown
- Track external dependency health using last-publish dates
maintenance status
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General
PromptBeginner5 minmarkdown
- Detect dependency anti-patterns: circular imports
layer violations
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General
PromptBeginner5 minmarkdown
- Calculate dependency metrics: fan-in (how many modules depend on this)
fan-out (how many modules this depends on)
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General
PromptBeginner5 minmarkdown
- Parse import statements
require calls
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General
PromptBeginner5 minmarkdown
- Identify serverless function entry points (Lambda handlers
Cloud Functions
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General
PromptBeginner5 minmarkdown
- Trace request lifecycle from entry point through middleware
handlers
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General
PromptBeginner5 minmarkdown
- Document service discovery mechanisms
load balancer configurations
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General
PromptBeginner5 minmarkdown
- Identify empty directories
orphaned files
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General
PromptBeginner5 minmarkdown
- Detect server entry points across frameworks (Express
Django
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General
PromptBeginner5 minmarkdown
- Identify CLI tools
background workers
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Coding & Debugging
PromptBeginner5 minmarkdown
- Ensure no sensitive data (secrets
API keys
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General
PromptBeginner5 minmarkdown
- Classify directories by role: source
test
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Data
PromptBeginner5 minmarkdown
- Record the indexing run metadata (duration
files scanned
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Data
PromptBeginner5 minmarkdown
- Embed metadata including generation timestamp
commit hash at time of indexing
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General
PromptBeginner5 minmarkdown
- Surface files with no test coverage
no documentation
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General
PromptBeginner5 minmarkdown
- Catalog external dependencies with version constraints
license types
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General
PromptBeginner5 minmarkdown
- Detect high-risk files by cross-referencing change frequency
bug-fix commits
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General
PromptBeginner5 minmarkdown
- Identify circular dependencies
tightly coupled modules
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General
PromptBeginner5 minmarkdown
- Annotate each entry point and boundary with its file path
purpose
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Coding & Debugging
PromptBeginner5 minmarkdown
- Document API routes
event handlers
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General
PromptBeginner5 minmarkdown
- Identify shared libraries
utility packages
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