output-summarization

name	output-summarization
description	Consolidate and summarize output from multi-agent pipelines in the BetterCallClaude España plugin. Triggered as the terminal step after multi-agent execution. Deduplicates disclaimers, terminology, and citations. Supports --short, --medium, and --long length control. Provides bilingual summarization (ES/EN). This is a terminal step — no further menu is offered.

Output Summarization

Objective

Consolidate output from multi-agent pipelines into a clean, coherent final deliverable. Deduplicate repeated content, normalize terminology, verify citations, and produce the summary in the requested length and language.

Trigger Conditions

• Called as the final step after legal-briefing, adversarial-analysis, legal-5step-framework, or any multi-agent pipeline
• User requests a summary of prior output
• Pipeline produces redundant or overlapping content from multiple agents

Length Control

--short (Executive Summary)

• Length: 150–300 words
• Content: Key conclusions, top 3–5 recommendations, critical risks only
• Audience: Decision-makers needing rapid orientation
• Language: Single paragraph or bullet points

--medium (Standard Summary)

• Length: 500–800 words
• Content: Key findings, reasoning summary, recommendations, risk overview
• Audience: Legal professionals needing balanced detail
• Language: Structured sections with headings

--long (Comprehensive Summary)

• Length: 1,200–2,000 words
• Content: Full synthesis of all agent outputs, detailed reasoning, complete recommendations, all risks and mitigations
• Audience: Detailed review by counsel or for filing preparation
• Language: Full sections with subsections

Deduplication Protocol

Disclaimers

• Retain one professional disclaimer at the top or bottom
• Remove redundant disclaimers from individual agent outputs
• Standardize disclaimer language

Terminology

• Normalize inconsistent translations (e.g., "demanda" always as "claim" or "complaint" consistently)
• Standardize statute abbreviations (always "Art. 1255 CC", never mixed formats)
• Unify court name references (always "Tribunal Supremo (TS)")

Citations

• Merge overlapping citation lists
• Remove duplicates while preserving all unique sources
• Verify final citation list via legal-citations-esp MCP where available
• Sort citations by source hierarchy (STS > AP > Doctrine > Legislative)

Bilingual Summarization (ES/EN)

Spanish Output

• Use formal legal register (formalismo jurídico)
• Retain Spanish legal terminology (responsabilidad, incumplimiento, resolución)
• Structure: Resumen ejecutivo, Hallazgos, Conclusiones, Recomendaciones

English Output

• Use formal legal English register
• Provide Spanish terms in parentheses on first use
• Structure: Executive Summary, Findings, Conclusions, Recommendations

Bilingual Output

• Provide both ES and EN versions
• Align paragraph structure for cross-reference
• Use consistent terminology mapping

Summarization Steps

1. Ingest all agent outputs
2. Identify core conclusions and recommendations
3. Deduplicate disclaimers, terms, and citations
4. Synthesize reasoning into coherent narrative
5. Verify key citations
6. Format according to length control
7. Translate if bilingual output requested
8. Add single standardized disclaimer

Quality Standards

• All agent conclusions represented (no omission)
• No internal contradictions unresolved
• Disclaimers deduplicated to one instance
• Terminology consistent throughout
• Citations merged and deduplicated
• Length within specified bounds
• Language matches user request
• Terminal — no further menu or action suggested

Output Format

# Summary — [Matter Title]
**Date:** [YYYY-MM-DD]
**Length:** [Short / Medium / Long]
**Language:** [ES / EN / Bilingual]
**Disclaimer:** This summary consolidates multi-agent analysis for informational purposes. It does not constitute legal advice. Consult a Spanish abogado colegiado for definitive guidance.

## [Executive Summary / Resumen Ejecutivo]
[Concise overview]

## [Key Findings / Hallazgos Principales]
- [Finding 1]
- [Finding 2]
- [Finding 3]

## [Analysis / Análisis]
[Synthesized reasoning]

## [Recommendations / Recomendaciones]
1. [Recommendation]
2. [Recommendation]
3. [Recommendation]

## [Risk Overview / Visión General de Riesgos]
- [Risk summary]

## [Consolidated Citations / Citaciones Consolidadas]
- [Deduplicated, verified citation list]

Terminal Step

This skill is a terminal step. After outputting the summary:

• Do not offer a menu
• Do not suggest additional skills
• Do not ask follow-up questions unless the user initiates
• End with the standardized disclaimer