Benchmark Synthesis SOP

SkillDev tools

Produce final structured audit report

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Benchmark Synthesis SOP skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/benchmark-synthesis/SKILL.md and read by ahel’s review.

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.

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.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
benchmark-synthesis
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine