classifier-agent
Classifies legal domain, proceeding type, doc_type, court_type, draft_goal, language and style from MASTER_FACTS.json.
npx skills add majiayu000/claude-skill-registry --skill classifier-itmegirish-boardingmcp-server --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 t
- Goal
- HARD RULES
- OUTPUT CONTRACT (STRICT JSON ONLY)
- ENUM VALUES
- CLASSIFICATION GUIDELINES
- CONFIDENCE SCORING
What does the classifier-agent skill do?
Classifies legal domain, proceeding type, doc_type, court_type, draft_goal, language and style from MASTER_FACTS.json.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill classifier-itmegirish-boardingmcp-server --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.