Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Check data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.
Check data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Construction data compliance challenges: Multiple standards to meet Complex validation rules Inconsistent implementations Manual checking is error-prone
Automated compliance checking against major construction data standards including ISO 19650, IFC, COBie, and UniFormat.
from typing import Dict, Any, List, Optional from dataclasses import dataclass, field from enum import Enum import re class Standard(Enum): ISO_19650 = "iso_19650" IFC = "ifc" COBIE = "cobie" UNIFORMAT = "uniformat" OMNICLASS = "omniclass" MASTERFORMAT = "masterformat" class ComplianceLevel(Enum): COMPLIANT = "compliant" MINOR_ISSUES = "minor_issues" MAJOR_ISSUES = "major_issues" NON_COMPLIANT = "non_compliant" @dataclass class ComplianceIssue: rule_id: str rule_name: str severity: str # error, warning, info message: str field: str = "" value: Any = None @dataclass class ComplianceReport: standard: Standard total_rules: int passed: int failed: int warnings: int compliance_level: ComplianceLevel issues: List[ComplianceIssue] = field(default_factory=list) class StandardsComplianceChecker: """Check compliance with construction data standards.""" def __init__(self): self.rules: Dict[Standard, List[Dict]] = self._load_rules() def _load_rules(self) -> Dict[Standard, List[Dict]]: """Load compliance rules for each standard.""" return { Standard.ISO_19650: [ {"id": "ISO-001", "name": "File naming convention", "field": "filename", "pattern": r"^[A-Z]{2,6}-[A-Z]{2,4}-[A-Z]{2,3}-[A-Z0-9]{2,4}-[A-Z]{2,3}-[A-Z]{2,4}-[A-Z0-9]{3,8}$"}, {"id": "ISO-002", "name": "Status code valid", "field": "status", "values": ["WIP", "S0", "S1", "S2", "S3", "S4", "A", "B", "CR"]}, {"id": "ISO-003", "name": "Revision format", "field": "revision", "pattern": r"^P[0-9]{2}|C[0-9]{2}$"}, ], Standard.IFC: [ {"id": "IFC-001", "name": "GUID format", "field": "global_id", "pattern": r"^[0-9A-Za-z_$]{22}$"}, {"id": "IFC-002", "name": "Name required", "field": "name", "required": True}, {"id": "IFC-003", "name": "ObjectType defined", "field": "object_type", "required": True}, ], Standard.COBIE: [ {"id": "COB-001", "name": "Facility name", "field": "facility_name", "required": True}, {"id": "COB-002", "name": "Space name format", "field": "space_name", "pattern": r"^[A-Z0-9]{2,10}[-_]?[A-Z0-9]{0,10}$"}, {"id": "COB-003", "name": "Component type", "field": "component_type", "required": True}, {"id": "COB-004", "name": "Manufacturer info", "field": "manufacturer", "required": True}, ], Standard.UNIFORMAT: [ {"id": "UNI-001", "name": "Level 1 code", "field": "level1", "values": ["A", "B", "C", "D", "E", "F", "G", "Z"]}, {"id": "UNI-002", "name": "Code format", "field": "code", "pattern": r"^[A-G][0-9]{4}$"}, ], Standard.MASTERFORMAT: [ {"id": "MF-001", "name": "Division format", "field": "division", "pattern": r"^[0-9]{2}$"}, {"id": "MF-002", "name": "Section format", "field": "section", "pattern": r"^[0-9]{2}\s?[0-9]{2}\s?[0-9]{2}(\.[0-9]{2})?$"}, ] } def check_compliance(self, data: Dict[str, Any], standard: Standard) -> ComplianceReport: """Check data against specified standard.""" rules = self.rules.get(standard, []) issues = [] passed = 0 failed = 0 warnings = 0 for rule in rules: result = self._check_rule(data, rule) if result: issues.append(result) if result.severity == "error": failed += 1 else: warnings += 1 else: passed += 1 # Determine compliance level if failed == 0 and warnings == 0: level = ComplianceLevel.COMPLIANT elif failed == 0: level = ComplianceLevel.MINOR_ISSUES elif failed <= len(rules) * 0.3: level = ComplianceLevel.MAJOR_ISSUES else: level = ComplianceLevel.NON_COMPLIANT return ComplianceReport( standard=standard, total_rules=len(rules), passed=passed, failed=failed, warnings=warnings, compliance_level=level, issues=issues ) def _check_rule(self, data: Dict[str, Any], rule: Dict) -> Optional[ComplianceIssue]: """Check single compliance rule.""" field = rule.get('field', '') value = data.get(field) # Required check if rule.get('required') and (value is None or value == ''): return ComplianceIssue( rule_id=rule['id'], rule_name=rule['name'], severity="error", message=f"Required field '{field}' is missing", field=field ) # Skip other checks if value is empty if value is None or value == '': return None # Pattern check if 'pattern' in rule: if not re.match(rule['pattern'], str(value)): return ComplianceIssue( rule_id=rule['id'], rule_name=rule['name'], severity="error", message=f"Field '{field}' does not match required format", field=field, value=value ) # Allowed values check if 'values' in rule: if value not in rule['values']: return ComplianceIssue( rule_id=rule['id'], rule_name=rule['name'], severity="error", message=f"Field '{field}' must be one of: {rule['values']}", field=field, value=value ) return None def check_multiple_standards(self, data: Dict[str, Any], standards: List[Standard]) -> Dict[str, ComplianceReport]: """Check data against multiple standards.""" reports = {} for standard in standards: reports[standard.value] = self.check_compliance(data, standard) return reports def check_batch(self, records: List[Dict[str, Any]], standard: Standard) -> Dict[str, Any]: """Check multiple records against standard.""" all_issues = [] compliant_count = 0 for i, record in enumerate(records): report = self.check_compliance(record, standard) if report.compliance_level == ComplianceLevel.COMPLIANT: compliant_count += 1 for issue in report.issues: all_issues.append({ 'record_index': i, 'rule_id': issue.rule_id, 'field': issue.field, 'message': issue.message }) return { 'standard': standard.value, 'total_records': len(records), 'compliant_records': compliant_count, 'compliance_rate': round(compliant_count / len(records) * 100, 1) if records else 0, 'total_issues': len(all_issues), 'issues': all_issues } def add_custom_rule(self, standard: Standard, rule: Dict): """Add custom compliance rule.""" if standard not in self.rules: self.rules[standard] = [] self.rules[standard].append(rule) def generate_report_summary(self, report: ComplianceReport) -> str: """Generate human-readable report summary.""" lines = [ f"Compliance Report: {report.standard.value.upper()}", "=" * 40, f"Total Rules: {report.total_rules}", f"Passed: {report.passed}", f"Failed: {report.failed}", f"Warnings: {report.warnings}", f"Status: {report.compliance_level.value.upper()}", "", "Issues:" ] for issue in report.issues: lines.append(f" [{issue.severity.upper()}] {issue.rule_id}: {issue.message}") return "\n".join(lines)
# Initialize checker checker = StandardsComplianceChecker() # Check ISO 19650 compliance data = { "filename": "PRJ-ARC-MOD-0001-DWG-PLAN-001", "status": "S3", "revision": "P01" } report = checker.check_compliance(data, Standard.ISO_19650) print(f"Compliance: {report.compliance_level.value}") print(f"Passed: {report.passed}/{report.total_rules}")
cobie_data = { "facility_name": "Building A", "space_name": "OFFICE-101", "component_type": "HVAC_Unit", "manufacturer": "Carrier" } report = checker.check_compliance(cobie_data, Standard.COBIE)
records = [{"filename": "...", "status": "..."}, ...] batch_report = checker.check_batch(records, Standard.ISO_19650) print(f"Compliance rate: {batch_report['compliance_rate']}%")
reports = checker.check_multiple_standards( data, [Standard.ISO_19650, Standard.IFC] )
DDC Book: Chapter 2.5 - Data Models and Standards ISO 19650: Information management using BIM Website: https://datadrivenconstruction.io
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