# Protocol Element Extraction

> Extract evaluation protocol parameters from papers

- Skill: `yogsoth-ai/protocol-element-extraction` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add yogsoth-ai/protocol-element-extraction`
- Raw SKILL.md: https://api.skillmd.com/api/skills/yogsoth-ai/protocol-element-extraction/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: yogsoth-ai (https://skillmd.com/u/yogsoth-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/yogsoth-ai/protocol-element-extraction

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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.

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## Available SOPs

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

| SOP | When to use |
| --- | --- |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |

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