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...

Mar 21, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Excludes noise (generated code

vendored files

Mar 21, 2026

Data

PromptBeginner5 minmarkdown

- [ ] Freshness metadata (timestamp

commit hash

Mar 21, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

not on orientation.

Mar 21, 2026

Data

PromptBeginner5 minmarkdown

- [ ] No sensitive data (secrets

keys

Mar 21, 2026

Find agent skills by outcome

- Any known metadata provided by the requester (production title

Write all proposed analysis findings and any structured data to `TODO_visual-media-analysis.md` only. Do not create any other files. If specific output files should be created (such as JSON exports)

- **Overlooking atmospheric effects**: Missing fog layers

- **Neglecting sound inference**: Skipping the sound design perspective when material interactions

- **Unsupported metadata claims**: Asserting a specific camera model without citing supporting optical evidence (bokeh shape

- **Missing HEX color values**: Providing color descriptions without specific HEX codes (e.g.

- Sound designer's audio inference with ambient

- Production designer's world-building evaluation with set

- Negative prompt specification to exclude common artifacts (text

- Intertextual reference detection identifying visual quotations from known films

- Suggest musical atmosphere including genre

- Classify rhythm and tempo using musical terminology: Largo (very slow

- Identify the world-building coherence by evaluating whether all production design elements consistently support a unified time period

- Describe set design and architecture including physical space dimensions

- Extract the color palette as a set of dominant and accent HEX color codes with saturation and luminance analysis

- Map the lighting design by identifying key light

- Decode semiotic meaning including symbolic objects

- Detect any post-production artifacts including color grading signatures

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

**RULE:** When using this prompt

- Excludes noise (generated code

- [ ] Freshness metadata (timestamp

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

- [ ] No sensitive data (secrets

- Overlooking atmospheric effects: Missing fog layers

- Neglecting sound inference: Skipping the sound design perspective when material interactions

- Unsupported metadata claims: Asserting a specific camera model without citing supporting optical evidence (bokeh shape

- Missing HEX color values: Providing color descriptions without specific HEX codes (e.g.

- Evaluate production design elements covering set architecture

RULE: When using this prompt