General
PromptBeginner5 minmarkdown
- Map the request lifecycle from HTTP entry through middleware
routing
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117,899 skills indexed with the new KISS metadata standard.
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General
PromptBeginner5 minmarkdown
- Map each service as an independent unit with its own entry point
dependencies
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General
PromptBeginner5 minmarkdown
- Rank risk by combining change frequency
complexity metrics
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General
PromptBeginner5 minmarkdown
- Implement tiered staleness thresholds: minor drift (1-7 days)
moderate drift (7-30 days)
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General
PromptBeginner5 minmarkdown
- Lead with the most important structural information: entry points
core modules
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General
PromptBeginner5 minmarkdown
- Detect and skip binary files
media assets
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Data
PromptBeginner5 minmarkdown
- Include only actionable metadata (paths
roles
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Creative
PromptBeginner5 minmarkdown
- Respect `.gitignore` patterns to exclude build artifacts
vendor directories
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General
PromptBeginner5 minmarkdown
- [ ] No secrets
credentials
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General
PromptBeginner5 minmarkdown
- [ ] Entry points
service boundaries
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General
PromptBeginner5 minmarkdown
After generating or updating the index
verify:
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General
PromptBeginner5 minmarkdown
- High-risk files (frequent bug fixes
high complexity
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Data
PromptBeginner5 minmarkdown
- No sensitive data (secrets
credentials
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General
PromptBeginner5 minmarkdown
- Surface configuration schema files (JSON Schema
YAML validation
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General
PromptBeginner5 minmarkdown
- Dependency metrics (fan-in
fan-out
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General
PromptBeginner5 minmarkdown
- Catalog CI/CD pipeline definitions
Dockerfiles
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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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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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