# Protocol Element Extraction

> Protocol Element Extraction is an Agent Skill for documents published in the yogsoth-ai/de-anthropocentric-research-engine repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Extract evaluation protocol parameters from papers

- Skill name: `protocol-element-extraction`
- Category: [Documents](https://www.openparable.com/skill/documents/1)
- Source: https://github.com/yogsoth-ai/de-anthropocentric-research-engine/blob/HEAD/skills/protocol-element-extraction/SKILL.md
- Repository: yogsoth-ai/de-anthropocentric-research-engine (386 GitHub stars when collected)

## SKILL.md

# 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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Source: https://www.openparable.com/skill/documents/protocol-element-extraction (OpenParable). Cite the canonical URL above.