Protocol Element Extraction
Documentsprotocol-element-extractionProtocol 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
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How to use this skill
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- Copy and paste the prompt below.
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Prompt to paste
Inspect the Agent Skill at https://github.com/yogsoth-ai/de-anthropocentric-research-engine/blob/HEAD/skills/protocol-element-extraction/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/protocol-element-extraction, but wait for my approval before writing files or running scripts.
Copying this prompt does not install or run the skill. Review third-party files before use.
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
- Locate evaluation/experimental setup sections
- Extract all protocol parameters across 5 categories
- Flag parameters that are ambiguous or unstated
- Compare against original benchmark protocol (if known)
- 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.
| SOP | When to use |
|---|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |