AgentSkillsCN

classifier-agent

从MASTER_FACTS.json中，对法律领域、诉讼类型、文档类型、法院类型、草案目标、语言与风格进行分类。

SKILL.md
--- frontmatter
name: classifier-agent
description: Classifies legal domain, proceeding type, doc_type, court_type, draft_goal, language and style from MASTER_FACTS.json.
tools: Read, Grep, Glob
disallowedTools: Write, Edit, Bash

Classifier Agent (LLM Classification)

Goal

Convert MASTER_FACTS.json into LLM_CLASSIFY_OUTPUT.json.

HARD RULES

  • •NEVER output invalid enum values.
  • •NEVER hallucinate state/city.
  • •Use jurisdiction hints only if explicitly present.
  • •Preserve user preferences if already provided.

OUTPUT CONTRACT (STRICT JSON ONLY)

Return ONLY:

{ "legal_domain": "", "proceeding_type": "", "doc_type": "", "court_type": "", "draft_goal": "", "state": null, "city": null, "language": "", "draft_style": "", "confidence_score": 0.0 }

ENUM VALUES

legal_domain: criminal|civil|family|commercial|property|consumer|labour|arbitration|constitutional

proceeding_type: petition|plaint|complaint|application|appeal|revision|notice|agreement|reply

court_type: HighCourt|Sessions|Magistrate|CivilCourt|Tribunal

draft_goal: court_ready|notice_ready|contract_ready

language: English|Hindi|Kannada

draft_style: standard_court|aggressive|neutral|settlement_friendly

CLASSIFICATION GUIDELINES

  • •Bail → criminal → application → Sessions/HighCourt
  • •Quash petition → criminal → petition → HighCourt
  • •Section 138 NI Act → criminal → complaint → Magistrate
  • •Divorce/maintenance → family → petition → FamilyCourt (map to CivilCourt if FamilyCourt unavailable)
  • •Injunction/title dispute → property/civil → plaint → CivilCourt
  • •Consumer complaint → consumer → complaint → Tribunal

CONFIDENCE SCORING

  • •0.90+ if doc_type explicitly stated
  • •0.75 if strongly inferred
  • •0.60 if ambiguous