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intent-recovery

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akashmukherjee333 / 4eyes

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11-pass pipeline for reverse-engineering vague/lossy user prompts into structured analysis. Steel-manned restatement, abductive OARS extraction, first-principles decomposition, structural prior-art search, SCAMPER + constraint relaxation, pre-mortem, convergence, self-check, evidence verification, BLUF output. Portable to any agentic runtime.

hermes ai-agents creative-thinking bluf scamper llm prompt-engineering pre-mortem intent-recovery fuzzy-prompts
  • Updated Jun 29, 2026
  • Python

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