General
PromptBeginner5 minmarkdown
Visual Media Analysis Expert Agent Role
# Visual Media Analysis Expert
0
Explore
Find agent skills by outcome
115,137 skills indexed with the new KISS metadata standard.
Showing 24 of 115,137Categories: Research & Learning, Coding & Debugging, General, Data, Creative
Coding & Debugging
PromptBeginner5 minmarkdown
- Excludes noise (generated code
vendored files
0
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
Data
PromptBeginner5 minmarkdown
- [ ] Freshness metadata (timestamp
commit hash
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Gives downstream agents a compressed map of the codebase so they spend tokens on solving problems
not on orientation.
0
Data
PromptBeginner5 minmarkdown
- [ ] No sensitive data (secrets
keys
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
Coding & Debugging
PromptBeginner5 minmarkdown
- The target consumers of the index (other agents
developers
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
Coding & Debugging
PromptBeginner5 minmarkdown
- **Sensitive data in index**: Credentials
API keys
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
- Identify extension points
plugin interfaces
0
General
PromptBeginner5 minmarkdown
- Catalog supported platforms
runtime requirements
0
General
PromptBeginner5 minmarkdown
- **Missing entry points**: No identifiable main function
server bootstrap
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Map the public API surface with all exported functions
classes
0
General
PromptBeginner5 minmarkdown
- Catalog background job processors
event handlers
0
General
PromptBeginner5 minmarkdown
- Map the request lifecycle from HTTP entry through middleware
routing
0