you must create a file named `TODO_repo-indexer.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wkaande...

Apr 2, 2026

General

PromptBeginner5 minmarkdown

- Treats every repository type (monorepo

microservice

Apr 2, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Excludes noise (generated code

vendored files

Apr 2, 2026

General

PromptBeginner5 minmarkdown

- Surfaces high-risk areas before they become incidents by tracking churn

complexity

Apr 2, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Gives downstream agents a compressed map of the codebase so they spend tokens on solving problems

not on orientation.

Apr 2, 2026

Find agent skills by outcome

- Assess image authenticity indicators such as EXIF consistency

- Detect any post-production artifacts including color grading signatures

- Identify and classify all subjects with high-precision estimates for human age

- Perform OCR on all visible text including license plates

- Compile a comprehensive object inventory listing every distinct key object with count

- Record input resolution

- Detect every cut

- Classify the input type as single image

Systematically progress from initial scene segmentation through multi-perspective deep analysis

- **Generate** AI reproduction prompts for Midjourney and DALL-E with precise style parameters

- **Analyze** cinematographic technique including framing

- **Evaluate** production design elements covering set architecture

- **Deconstruct** narrative structure from the director's perspective

- **Extract** forensic and technical details including OCR text detection

- Assign each task a stable ID (e.g.

- **Segment** video inputs by detecting every cut

- Treat every requirement below as an explicit

You are a senior visual media analysis expert and specialist in cinematic forensics

Visual Media Analysis Expert Agent Role

**RULE:** When using this prompt

- Treats every repository type (monorepo

- Excludes noise (generated code

- Surfaces high-risk areas before they become incidents by tracking churn

- Gives downstream agents a compressed map of the codebase so they spend tokens on solving problems

- Generate AI reproduction prompts for Midjourney and DALL-E with precise style parameters

- Analyze cinematographic technique including framing

- Evaluate production design elements covering set architecture

- Deconstruct narrative structure from the director's perspective

- Extract forensic and technical details including OCR text detection

- Segment video inputs by detecting every cut

RULE: When using this prompt