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protocol-element-extraction

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Extract evaluation protocol parameters from papers

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How to use this skill

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Source SKILL.md: https://github.com/yogsoth-ai/de-anthropocentric-research-engine/blob/HEAD/skills/protocol-element-extraction/SKILL.md

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Protocol Element Extraction SOP

Extract all evaluation protocol parameters from a paper's description of how it evaluated on a specific benchmark. Captures the implementation details that affect reproducibility.

Input

  • paper_content: Full text or relevant sections of the paper
  • benchmark_name: The specific benchmark whose evaluation protocol to extract

Procedure

  1. Locate evaluation/experimental setup sections
  2. Extract all protocol parameters across 5 categories
  3. Flag parameters that are ambiguous or unstated
  4. Compare against original benchmark protocol (if known)
  5. Note any deviations or innovations in protocol

Output

Structured protocol specification with completeness assessment.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
spawn-agentSpawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.