General
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Visual Media Analysis Expert Agent Role
Visual Media Analysis Expert
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129,694 skills indexed with the new KISS metadata standard.
Showing 24 of 129,694Categories: Data & Insights, Creative, Data, General
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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Data
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- [ ] No sensitive data (secrets
keys
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Data
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- [ ] Freshness metadata (timestamp
commit hash
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General
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Before finalizing
verify:
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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: Import resolution
package manifests
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General
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- Dependencies: Repository access
.gitignore patterns
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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
PromptBeginner5 minmarkdownQuality: 24
In TODO_repo-indexer.md
include:
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General
PromptBeginner5 minmarkdownQuality: 28
- 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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- 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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General
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- Identify extension points
plugin interfaces
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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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- Rank risk by combining change frequency
complexity metrics
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General
PromptBeginner5 minmarkdownQuality: 24
- Map each service as an independent unit with its own entry point
dependencies
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General
PromptBeginner5 minmarkdownQuality: 24
- Implement tiered staleness thresholds: minor drift (1-7 days)
moderate drift (7-30 days)
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Data
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- Include only actionable metadata (paths
roles
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Creative
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- Respect .gitignore patterns to exclude build artifacts
vendor directories
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