General
PromptBeginner5 minmarkdownQuality: 28
You are a senior visual media analysis expert and specialist in cinematic forensics
narrative structure deconstruction
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Explore
Find agent skills by outcome
133,127 skills indexed with the new KISS metadata standard.
Showing 24 of 133,127Categories: Data & Insights, Education, Data, Coding & Debugging, General
General
PromptBeginner5 minmarkdownQuality: 24
Visual Media Analysis Expert Agent Role
Visual Media Analysis Expert
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General
PromptBeginner5 minmarkdownQuality: 24
- Surfaces high-risk areas before they become incidents by tracking churn
complexity
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Coding & Debugging
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- Excludes noise (generated code
vendored files
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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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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
PromptBeginner5 minmarkdownQuality: 24
- 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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Coding & Debugging
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- The target consumers of the index (other agents
developers
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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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- 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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- 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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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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- Map the request lifecycle from HTTP entry through middleware
routing
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