Baseline Synthesis

SkillDev tools

Produce final structured baseline report integrating all analysis results

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 Baseline Synthesis skill

What this skill tells your AI

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

Purpose

Synthesize all outputs from the baseline establishment campaign into a single coherent report. Integrates method inventory, performance tables, condition analysis, discrepancy findings, and progress curves into an actionable baseline document.

Input Schema

FieldTypeDescription
all_analysis_resultsobjectCombined outputs from all prior strategies and SOPs

Output Schema

{
  "report": {
    "title": "string",
    "task": "string",
    "domain": "string",
    "date_generated": "string",
    "summary": "string"
  },
  "method_landscape": {
    "total_methods": 0,
    "method_families": [{"name": "string", "count": 0, "era": "string"}],
    "active_methods": 0,
    "deprecated_methods": 0
  },
  "performance_summary": {
    "primary_table": {},
    "sota": {"method": "string", "score": 0.0, "date": "string"},
    "fair_sota": {"method": "string", "score": 0.0, "conditions": "string"},
    "pareto_optimal": []
  },
  "reliability_assessment": {
    "high_confidence_baselines": ["string"],
    "questionable_baselines": ["string"],
    "known_discrepancies": []
  },
  "progress_assessment": {
    "current_status": "saturating|active_progress|early_stage",
    "annual_rate": 0.0,
    "headroom_remaining": 0.0,
    "next_breakthrough_needed": "string"
  },
  "actionable_insights": [
    {
      "finding": "string",
      "implication": "string",
      "recommendation": "string"
    }
  ]
}

Signals

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