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Get Started Free →datadrivenconstruction/contract-clause-extractor
Extract and analyze key clauses from construction contracts. Identify payment terms, change order procedures, dispute resolution, warranties, and risk allocation provisions.
Passed 19 of 22 test cases with the skill, and 15 of 22 without it.
and 3 more in the full report
4 fixed15 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
Parse this excerpt into distinct section numbers and identify their categories: ARTICLE 1 - SCOPE AND PAYMENT 1.1 Progress payments will be issued every 30 days. ARTICLE 2 - CHANGES 2.1 Written change orders required for modifications.
| Checked | Without skill | With skill |
|---|---|---|
| Extracts section 1 under category `payment`. | Missed | Passed |
| Extracts section 2 under category `change_order`. | Missed | Passed |
The instructions your model reads when the skill loads.
Extract and analyze key clauses from construction contracts using NLP. Identify critical provisions for payment, changes, disputes, warranties, and risk allocation. Support contract review and compliance tracking.
┌─────────────────────────────────────────────────────────────────┐
│ CONTRACT CLAUSE CATEGORIES │
├─────────────────────────────────────────────────────────────────┤
│ │
│ Payment Changes Risk │
│ ─────── ─────── ──── │
│ 📅 Pay schedule 📝 CO process ⚠️ Indemnification │
│ 💰 Retainage ⏰ Notice period 🔒 Insurance │
│ 📋 Requirements 💵 Pricing 🏛️ Liability limits │
│ │
│ Schedule Disputes Closeout │
│ ──────── ──────── ──────── │
│ 📆 Milestones ⚖️ Resolution ✅ Punch list │
│ 💸 Liquidated $ 🏛️ Jurisdiction 📄 Warranties │
│ ⏱️ Extensions 👤 Mediation 🔑 Final payment │
│ │
└─────────────────────────────────────────────────────────────────┘
from dataclasses import dataclass, field
from typing import List, Dict, Optional, Tuple
from enum import Enum
import re
class ClauseCategory(Enum):
PAYMENT = "payment"
CHANGE_ORDER = "change_order"
SCHEDULE = "schedule"
test cases passed, vs 15 / 22 without
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