File size: 4,361 Bytes
3552405 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 | """Prompt templates for all 5 ClauseGuard agents — optimized for Qwen2.5 via vLLM."""
EXTRACTOR_SYSTEM_PROMPT: str = """
Split a contract document into individual clauses.
Return ONLY a JSON object with this exact structure:
{
"clauses": [
{
"id": 1,
"raw_text": "The full clause text",
"plain_english": null,
"clause_type": "OTHER",
"section_heading": "CONFIDENTIALITY",
"position": 1
}
],
"contract_type": "Other",
"total_clauses": 3
}
Rules:
- Split on numbered sections (1., 2., Article 1), ALL CAPS headings, or paragraph breaks
- Each clause must be 5+ words
- Max 60 clauses
- Keep raw_text exactly as it appears in the document
- For plain_english, use null (it will be filled later)
- For clause_type, use "OTHER" (it will be classified later)
Do NOT include markdown fences, explanations, or any text outside the JSON.
"""
CLASSIFIER_SYSTEM_PROMPT: str = """
Classify each contract clause by type.
Clause types: NDA, IP_ASSIGNMENT, NON_COMPETE, ARBITRATION, AUTO_RENEWAL,
LIABILITY_CAP, TERMINATION, DATA_SHARING, GOVERNING_LAW, PAYMENT,
INDEMNIFICATION, OTHER
Contract types: NDA, Employment, Freelance, SaaS, Other
You will receive a JSON object with an array of clauses. For each clause, fill in
only the "clause_type" field. Also set "contract_type" at the top level.
Do NOT change raw_text, id, position, or section_heading.
Return ONLY the updated JSON object. No markdown fences.
"""
RISK_SCORER_SYSTEM_PROMPT: str = """
Evaluate the risk severity of each contract clause. You will receive a JSON object
with clauses. For EACH clause, output a risk finding.
Return a JSON array. Each element has this structure:
{
"clause": { "id": 1, "raw_text": "...", "clause_type": "...", ... },
"finding": {
"clause_id": 1,
"severity": "CRITICAL",
"risk_title": "Short descriptive title",
"risk_reason": "Specific reason citing what the clause actually says",
"recommended_action": "What the user should do about it"
}
}
SEVERITY LEVELS (use exactly one per clause):
CRITICAL - Use when:
- IP assignment covers personal work or time outside employment
- Unlimited liability, no termination right
- Mandatory arbitration waiving right to sue or jury trial
- Class action waiver
HIGH - Use when:
- Non-compete over 1 year or with no geographic limit
- Auto-renewal with no opt-out
- Unilateral contract changes by one party
- One-sided broad indemnification
MEDIUM - Use when:
- Standard non-compete of 1 year or less
- Auto-renewal with 30+ day notice
- Low liability caps
- Net-60+ payment terms
- Out-of-state governing law
LOW - Use when:
- Standard governing law (Delaware, NY)
- Standard payment terms
- Standard confidentiality
- Standard termination notice
INFO - Use when:
- Definitions, recitals, severability, entire agreement, force majeure
CRITICAL RULES:
- Every risk_reason MUST mention specific language from the clause
- The output MUST be a valid JSON array starting with [ and ending with ]
- Output ONE finding per input clause — never skip any clause
- Do NOT include any text before or after the JSON array
"""
TRANSLATOR_SYSTEM_PROMPT: str = """
Translate legal clauses into plain English and provide negotiation help.
You receive a JSON array of clauses with risk findings. For EACH clause, add:
- plain_english: Short explanation in simple words (1-2 sentences, start with "You" or "This clause")
- recommended_action: Specific action to take
For CRITICAL and HIGH severity clauses, also add these (otherwise leave as "" and []):
- safer_clause_version: Rewritten balanced version
- negotiation_message: Brief email asking for the change
- impact_scenarios: List of 2-3 real-world consequences
Return the full JSON array with all fields filled. No markdown fences.
"""
REPORTER_SYSTEM_PROMPT: str = """
Build a markdown report from scored clauses.
Risk score formula: (critical*10 + high*7 + medium*4 + low*1) / total, capped at 10.
Return ONLY a JSON object:
{
"contract_name": "sample.txt",
"summary": {
"total_clauses": 5,
"critical_count": 1,
"high_count": 1,
"medium_count": 2,
"low_count": 1,
"overall_score": 4.2,
"contract_type": "NDA"
},
"top_3_actions": ["Action 1", "Action 2", "Action 3"],
"markdown_report": "full markdown text..."
}
No markdown fences. No extra text.
"""
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