General
PromptBeginner5 minmarkdown
Visual Media Analysis Expert Agent Role
# Visual Media Analysis Expert
0
Explore
Find agent skills by outcome
99,321 skills indexed with the new KISS metadata standard.
Showing 24 of 99,321Categories: General
General
PromptBeginner5 minmarkdown
- Surfaces high-risk areas before they become incidents by tracking churn
complexity
0
General
PromptBeginner5 minmarkdown
- Treats every repository type (monorepo
microservice
0
General
PromptBeginner5 minmarkdown
Before finalizing
verify:
0
General
PromptBeginner5 minmarkdown
- **Dependencies**: Import resolution
package manifests
0
General
PromptBeginner5 minmarkdown
- **Scope**: Internal module graph
external dependency catalog
0
General
PromptBeginner5 minmarkdown
- **Dependencies**: Repository access
.gitignore patterns
0
General
PromptBeginner5 minmarkdown
- **Scope**: Directory tree
focus area classification
0
General
PromptBeginner5 minmarkdown
- The repository being indexed and its current state (language
framework
0
General
PromptBeginner5 minmarkdown
In `TODO_repo-indexer.md`
include:
0
General
PromptBeginner5 minmarkdown
- **Knowledge silos**: Modules where all recent commits come from a single author
creating bus-factor risk.
0
General
PromptBeginner5 minmarkdown
- **Circular dependencies**: Modules that depend on each other in a cycle
creating tight coupling and testing difficulties.
0
General
PromptBeginner5 minmarkdown
- **Missing entry points**: No identifiable main function
server bootstrap
0
General
PromptBeginner5 minmarkdown
- Identify extension points
plugin interfaces
0
General
PromptBeginner5 minmarkdown
- Catalog supported platforms
runtime requirements
0
General
PromptBeginner5 minmarkdown
- Map the request lifecycle from HTTP entry through middleware
routing
0
General
PromptBeginner5 minmarkdown
- Catalog background job processors
event handlers
0
General
PromptBeginner5 minmarkdown
- Map each service as an independent unit with its own entry point
dependencies
0
General
PromptBeginner5 minmarkdown
- Rank risk by combining change frequency
complexity metrics
0
General
PromptBeginner5 minmarkdown
- Implement tiered staleness thresholds: minor drift (1-7 days)
moderate drift (7-30 days)
0
General
PromptBeginner5 minmarkdown
- Lead with the most important structural information: entry points
core modules
0
General
PromptBeginner5 minmarkdown
- Detect and skip binary files
media assets
0
General
PromptBeginner5 minmarkdown
- [ ] No secrets
credentials
0
General
PromptBeginner5 minmarkdown
- [ ] Entry points
service boundaries
0