Coding & Debugging
PromptBeginner5 minmarkdown
- AI response: calls the [LLM API] (claude-sonnet-4-20250514) with a system prompt instructing Claude to respond as a perceptive coach — acknowledge effort
name specific strengths
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Showing 24 of 6,979Categories: Data & Insights, Education, Communication, Coding & Debugging
Coding & Debugging
PromptBeginner5 minmarkdown
Design System Consistency Auditor
You are a design systems engineer performing a forensic UI audit.
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Coding & Debugging
PromptBeginner5 minmarkdown
Generate a complete
implementation-ready design handoff optimized for AI coding agents and frontend developers.
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Coding & Debugging
PromptBeginner5 minmarkdown
Your objective is to reverse-engineer why a given product
landing page
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_visual-media-analysis.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEX...
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Coding & Debugging
PromptBeginner5 minmarkdown
- Provides machine-precise specifications (HEX codes
focal lengths
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Coding & Debugging
PromptBeginner5 minmarkdown
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)
include them as clearly labeled code blocks inside the TODO.
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Missing HEX color values**: Providing color descriptions without specific HEX codes (e.g.
saying warm tones instead of #D4956A
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Communication
PromptBeginner5 minmarkdown
- Subject biometric estimation including age range
gender presentation
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Coding & Debugging
PromptBeginner5 minmarkdown
- Extract the color palette as a set of dominant and accent HEX color codes with saturation and luminance analysis
identifying specific color grading aesthetics (teal and orange
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Coding & Debugging
PromptBeginner5 minmarkdown
- Decode semiotic meaning including symbolic objects
color symbolism
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Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
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...
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Coding & Debugging
PromptBeginner5 minmarkdown
- Excludes noise (generated code
vendored files
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Coding & Debugging
PromptBeginner5 minmarkdown
- Gives downstream agents a compressed map of the codebase so they spend tokens on solving problems
not on orientation.
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Coding & Debugging
PromptBeginner5 minmarkdown
- The target consumers of the index (other agents
developers
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Sensitive data in index**: Credentials
API keys
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Coding & Debugging
PromptBeginner5 minmarkdown
- Map the public API surface with all exported functions
classes
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Coding & Debugging
PromptBeginner5 minmarkdown
- Identify code paths with no error handling
no logging
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Coding & Debugging
PromptBeginner5 minmarkdown
- Find OpenAPI/Swagger specifications
GraphQL schemas
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Coding & Debugging
PromptBeginner5 minmarkdown
- Omit generated code
vendored dependencies
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Coding & Debugging
PromptBeginner5 minmarkdown
- Prioritize inclusion of entry points
public APIs
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Communication
PromptBeginner5 minmarkdown
- Map microservice communication patterns (REST
gRPC
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Coding & Debugging
PromptBeginner5 minmarkdown
- Ensure no sensitive data (secrets
API keys
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Coding & Debugging
PromptBeginner5 minmarkdown
- Document API routes
event handlers
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