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benchmark-synthesis

Benchmark Synthesis aggregates findings from all prior benchmark archaeology analyses into a structured audit report containing cross-cutting themes, prioritized recommendations, and actionable conclusions. Use this skill after completing comprehensive analysis across audit scores, saturation data, validity assessments, coverage maps, and protocol forensics to produce a final synthesis report suitable for publication or stakeholder decision-making.

View source Repository: de-anthropocentric-research-engine

Install in Claude Code

Copy

git clone --depth 1 https://github.com/yogsoth-ai/de-anthropocentric-research-engine /tmp/benchmark-synthesis && cp -r /tmp/benchmark-synthesis/skills/benchmark-synthesis ~/.claude/skills/benchmark-synthesis

Then start a new Claude Code session; the skill loads automatically.

Definition

SKILL.md

# Benchmark Synthesis SOP

Synthesize all analysis results from a benchmark archaeology campaign into a final structured report with cross-cutting findings, prioritized recommendations, and actionable conclusions.

## Input

- **all_analysis_results**: Combined outputs from all prior analysis SOPs and tactics (audit scores, saturation data, validity assessments, coverage maps, protocol forensics)

## Procedure

1. Aggregate findings across all analysis dimensions
2. Identify cross-cutting themes and systemic issues
3. Prioritize findings by impact and actionability
4. Produce executive summary and detailed report
5. Generate specific recommendations for benchmark users and creators

## Output

Final synthesis report suitable for publication or decision-making.

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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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