seed-prompt-debugger
CommunityDiagnose and fix failing prompts fast.
Software Engineering#debugging#llm#prompt-engineering#failure-modes#prompt-debugging#instruction-conflict#context-bleed
AuthorJBODE-mhhs
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Seed: Prompt Debugger helps triage regressing or unexpected LLM outputs by forcing a structured diagnosis before rewriting prompts.
Core Features & Use Cases
- Structured seven-mode diagnosis covering instruction conflict, context bleed, ambiguous role, missing examples, lost-in-the-middle, format mismatch, and refusal-shaped.
- Guides selecting the highest-scoring failure mode and applying a targeted fix.
- Includes regression testing to lock in improvements for future prompts.
Quick Start
Provide two failing samples and one passing sample of the same prompt to start the seven-mode analysis.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: seed-prompt-debugger Download link: https://github.com/JBODE-mhhs/Zeus2.0-public/archive/main.zip#seed-prompt-debugger Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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