General
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Visual Media Analysis Expert Agent Role
# Visual Media Analysis Expert
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Find agent skills by outcome
105,727 skills indexed with the new KISS metadata standard.
Showing 24 of 105,727Categories: Data & Insights, Coding & Debugging, Productivity, General
Coding & Debugging
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- Excludes noise (generated code
vendored files
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General
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- Surfaces high-risk areas before they become incidents by tracking churn
complexity
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General
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- Treats every repository type (monorepo
microservice
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Coding & Debugging
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- Gives downstream agents a compressed map of the codebase so they spend tokens on solving problems
not on orientation.
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General
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Before finalizing
verify:
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General
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- **Dependencies**: Import resolution
package manifests
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General
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- **Scope**: Internal module graph
external dependency catalog
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General
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- **Dependencies**: Repository access
.gitignore patterns
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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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- **Scope**: Directory tree
focus area classification
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General
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- The repository being indexed and its current state (language
framework
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General
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In `TODO_repo-indexer.md`
include:
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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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Coding & Debugging
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- **Sensitive data in index**: Credentials
API keys
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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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- Identify extension points
plugin interfaces
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General
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- Catalog supported platforms
runtime requirements
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General
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- **Missing entry points**: No identifiable main function
server bootstrap
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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 background job processors
event handlers
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General
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- Map the request lifecycle from HTTP entry through middleware
routing
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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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- Rank risk by combining change frequency
complexity metrics
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