General
PromptBeginner5 minmarkdown
- **Scope**: Directory tree
focus area classification
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Explore
Find agent skills by outcome
106,963 skills indexed with the new KISS metadata standard.
Showing 24 of 106,963Categories: Coding & Debugging, General, Research & Learning
General
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- The repository being indexed and its current state (language
framework
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Coding & Debugging
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- The target consumers of the index (other agents
developers
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General
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In `TODO_repo-indexer.md`
include:
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Coding & Debugging
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- **Sensitive data in index**: Credentials
API keys
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General
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- **Knowledge silos**: Modules where all recent commits come from a single author
creating bus-factor risk.
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General
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- **Circular dependencies**: Modules that depend on each other in a cycle
creating tight coupling and testing difficulties.
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General
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- **Missing entry points**: No identifiable main function
server bootstrap
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General
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- Identify extension points
plugin interfaces
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Coding & Debugging
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- Map the public API surface with all exported functions
classes
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General
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- Catalog supported platforms
runtime requirements
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General
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- Map the request lifecycle from HTTP entry through middleware
routing
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General
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- Catalog background job processors
event handlers
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General
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- Map each service as an independent unit with its own entry point
dependencies
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General
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- Rank risk by combining change frequency
complexity metrics
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Coding & Debugging
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- Identify code paths with no error handling
no logging
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General
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- Implement tiered staleness thresholds: minor drift (1-7 days)
moderate drift (7-30 days)
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General
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- Lead with the most important structural information: entry points
core modules
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General
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- Detect and skip binary files
media assets
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General
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- [ ] No secrets
credentials
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General
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- [ ] Entry points
service boundaries
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General
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After generating or updating the index
verify:
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General
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- Dependency metrics (fan-in
fan-out
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General
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- High-risk files (frequent bug fixes
high complexity
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