General
PromptBeginner5 minmarkdown
- Surface configuration schema files (JSON Schema
YAML validation
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General
PromptBeginner5 minmarkdown
- High-risk files (frequent bug fixes
high complexity
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General
PromptBeginner5 minmarkdown
- Locate and catalog README files at every directory level
noting which are stale or missing.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Find OpenAPI/Swagger specifications
GraphQL schemas
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General
PromptBeginner5 minmarkdown
- Catalog CI/CD pipeline definitions
Dockerfiles
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Coding & Debugging
PromptBeginner5 minmarkdown
- Prioritize inclusion of entry points
public APIs
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Coding & Debugging
PromptBeginner5 minmarkdown
- Omit generated code
vendored dependencies
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General
PromptBeginner5 minmarkdown
- Use hierarchical summarization: repository overview
module summaries
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General
PromptBeginner5 minmarkdown
- Track external dependency health using last-publish dates
maintenance status
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Writing & Content
PromptBeginner5 minmarkdown
- Analyze git log history to identify files with the highest commit frequency over configurable time windows (30
90
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General
PromptBeginner5 minmarkdown
- Identify recent large-scale changes (renames
moves
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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
- Detect dependency anti-patterns: circular imports
layer violations
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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 CLI tools
background workers
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General
PromptBeginner5 minmarkdown
- Detect server entry points across frameworks (Express
Django
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General
PromptBeginner5 minmarkdown
- Identify empty directories
orphaned files
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Data
PromptBeginner5 minmarkdown
- Record the indexing run metadata (duration
files scanned
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General
PromptBeginner5 minmarkdown
- Classify directories by role: source
test
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Data
PromptBeginner5 minmarkdown
- Embed metadata including generation timestamp
commit hash at time of indexing
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Coding & Debugging
PromptBeginner5 minmarkdown
- Ensure no sensitive data (secrets
API keys
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