Skill329 repo starsupdated 5d ago

baseline-synthesis

Baseline Synthesis consolidates all outputs from a baseline establishment campaign into a single structured report that integrates method inventories, performance tables, condition analyses, discrepancies, and progress curves. Use this skill after completing all prior analysis strategies to generate an actionable baseline document that summarizes the methodological landscape, performance standings, reliability assessments, progress trajectories, and strategic recommendations for a research domain.

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/baseline-synthesis && cp -r /tmp/baseline-synthesis/skills/baseline-synthesis ~/.claude/skills/baseline-synthesis

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

Definition

SKILL.md

# Baseline Synthesis


## 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

| Field | Type | Description |
|-------|------|-------------|
| all_analysis_results | object | Combined outputs from all prior strategies and SOPs |

## Output Schema

```json
{
  "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"
    }
  ]
}
```