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Get Started Free →Complete RFI (Request for Information) management system. Create, track, route, and analyze RFIs with automatic notifications and response deadline tracking.
.claude/skills/datadrivenconstruction-rfi-management/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | 259% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 241% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 243% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 392% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 312% | 0% |
Comprehensive system for managing Requests for Information (RFIs) throughout the construction project lifecycle.
Problem: RFI management is chaotic:
Solution: Structured RFI management that:
ROI: 60% faster RFI response time, 90% reduction in lost RFIs
┌──────────────────────────────────────────────────────────────────────┐
│ RFI LIFECYCLE │
├──────────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
│ │ CREATE │───►│ SUBMIT │───►│ REVIEW │───►│ RESPOND │ │
│ │ │ │ │ │ │ │ │ │
│ │ • Draft │ │ • Route │ │ • Assign│ │ • Answer│ │
│ │ • Attach│ │ • Notify│ │ • Track │ │ • Approve│ │
│ └─────────┘ └─────────┘ └─────────┘ └─────────┘ │
│ │ │ │ │ │
│ ▼ ▼ ▼ ▼ │
│ ┌─────────────────────────────────────────────────────────────┐ │
│ │ RFI DATABASE │ │
│ │ • RFI Log • Attachments • Response History │ │
│ │ • Status Track • Cost Impacts • Schedule Impacts │ │
│ └─────────────────────────────────────────────────────────────┘ │
│ │
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ │
│ │ CLOSE │◄───│ VERIFY │◄───│IMPLEMENT│ │
│ │ │ │ │ │ │ │
│ │ • Archive│ │ • Check │ │ • Action│ │
│ │ • Report│ │ • Accept│ │ • Update│ │
│ └─────────┘ └─────────┘ └─────────┘ │
│ │
└──────────────────────────────────────────────────────────────────────┘pythonRFI_SCHEMA = { # Identification 'rfi_number': str, # RFI-001, RFI-002, etc. 'project_id': str, # Project identifier 'revision': int, # Revision number (0, 1, 2...) # Description 'subject': str, # Brief title 'question': str, # Detailed question 'spec_section': str, # CSI spec reference 'drawing_ref': str, # Drawing reference (A-101, S-201) 'location': str, # Building/floor/area # Parties 'submitted_by': str, # Originator name 'submitted_by_company': str,# Originator company 'assigned_to': str, # Responsible party 'cc_list': list, # Additional recipients # Dates 'date_submitted': date, # When submitted 'date_required': date, # When response needed 'date_responded': date, # When answered 'date_closed': date, # When closed # Status 'status': str, # Draft/Open/Pending/Answered/Closed 'priority': str, # Critical/High/Medium/Low # Response 'response': str, # Answer text 'response_by': str, # Who answered 'attachments': list, # File links # Impact 'cost_impact': bool, # Has cost impact? 'cost_amount': float, # Estimated cost 'schedule_impact': bool, # Has schedule impact? 'schedule_days': int, # Days of delay 'change_order_ref': str, # Related CO number }
pythonimport pandas as pd from datetime import datetime, date, timedelta from typing import Optional, List, Dict from dataclasses import dataclass, field from enum import Enum import uuid class RFIStatus(Enum): DRAFT = "Draft" OPEN = "Open" PENDING = "Pending Review" ANSWERED = "Answered" CLOSED = "Closed" VOID = "Void" class RFIPriority(Enum): CRITICAL = "Critical" # Stops work HIGH = "High" # Impacts critical path MEDIUM = "Medium" # Standard LOW = "Low" # Informational @dataclass class RFI: """Request for Information data class""" rfi_number: str project_id: str subject: str question: str # Optional fields with defaults spec_section: str = "" drawing_ref: str = "" location: str = "" submitted_by: str = "" submitted_by_company: str = "" assigned_to: str = "" cc_list: List[str] = field(default_factory=list) date_submitted: date = field(default_factory=date.today) date_required: date = None date_responded: date = None date_closed: date = None status: RFIStatus = RFIStatus.DRAFT priority: RFIPriority = RFIPriority.MEDIUM response: str = "" response_by: str = "" attachments: List[str] = field(default_factory=list) cost_impact: bool = False cost_amount: float = 0.0 schedule_impact: bool = False schedule_days: int = 0 change_order_ref: str = "" revision: int = 0 def __post_init__(self): if self.date_required is None: # Default: 7 days for response self.date_required = self.date_submitted + timedelta(days=7) class RFIManager: """Complete RFI management system""" def __init__(self, project_id: str, storage_path: str = None): self.project_id = project_id self.storage_path = storage_path or f"rfi_log_{project_id}.xlsx" self.rfis: Dict[str, RFI] = {} self._load_rfis() def _load_rfis(self): """Load RFIs from storage""" try: df = pd.read_excel(self.storage_path) for _, row in df.iterrows(): rfi = RFI( rfi_number=row['rfi_number'], project_id=row['project_id'], subject=row['subject'], question=row['question'], status=RFIStatus(row['status']), priority=RFIPriority(row.get('priority', 'Medium')) ) self.rfis[rfi.rfi_number] = rfi except FileNotFoundError: pass def _save_rfis(self): """Save RFIs to storage""" records = [] for rfi in self.rfis.values(): records.append({ 'rfi_number': rfi.rfi_number, 'project_id': rfi.project_id, 'subject': rfi.subject, 'question': rfi.question, 'spec_section': rfi.spec_section, 'drawing_ref': rfi.drawing_ref, 'location': rfi.location, 'submitted_by': rfi.submitted_by, 'submitted_by_company': rfi.submitted_by_company, 'assigned_to': rfi.assigned_to, 'date_submitted': rfi.date_submitted, 'date_required': rfi.date_required, 'date_responded': rfi.date_responded, 'date_closed': rfi.date_closed, 'status': rfi.status.value, 'priority': rfi.priority.value, 'response': rfi.response, 'response_by': rfi.response_by, 'cost_impact': rfi.cost_impact, 'cost_amount': rfi.cost_amount, 'schedule_impact': rfi.schedule_impact, 'schedule_days': rfi.schedule_days, 'change_order_ref': rfi.change_order_ref }) df = pd.DataFrame(records) df.to_excel(self.storage_path, index=False) def _get_next_number(self) -> str: """Generate next RFI number""" existing = [int(r.rfi_number.split('-')[1]) for r in self.rfis.values() if r.rfi_number.startswith('RFI-')] next_num = max(existing, default=0) + 1 return f"RFI-{next_num:04d}" def create_rfi( self, subject: str, question: str, submitted_by: str, submitted_by_company: str, assigned_to: str, spec_section: str = "", drawing_ref: str = "", location: str = "", priority: RFIPriority = RFIPriority.MEDIUM, days_for_response: int = 7, attachments: List[str] = None ) -> RFI: """Create new RFI""" rfi_number = self._get_next_number() rfi = RFI( rfi_number=rfi_number, project_id=self.project_id, subject=subject, question=question, spec_section=spec_section, drawing_ref=drawing_ref, location=location, submitted_by=submitted_by, submitted_by_company=submitted_by_company, assigned_to=assigned_to, priority=priority, date_required=date.today() + timedelta(days=days_for_response), attachments=attachments or [] ) self.rfis[rfi_number] = rfi self._save_rfis() return rfi def submit_rfi(self, rfi_number: str) -> RFI: """Submit RFI for response""" rfi = self.rfis.get(rfi_number) if not rfi: raise ValueError(f"RFI {rfi_number} not found") if rfi.status != RFIStatus.DRAFT: raise ValueError(f"RFI {rfi_number} already submitted") rfi.status = RFIStatus.OPEN rfi.date_submitted = date.today() self._save_rfis() # Trigger notification self._notify_submission(rfi) return rfi def respond_to_rfi( self, rfi_number: str, response: str, response_by: str, attachments: List[str] = None, cost_impact: bool = False, cost_amount: float = 0.0, schedule_impact: bool = False, schedule_days: int = 0 ) -> RFI: """Provide response to RFI""" rfi = self.rfis.get(rfi_number) if not rfi: raise ValueError(f"RFI {rfi_number} not found") rfi.response = response rfi.response_by = response_by rfi.date_responded = date.today() rfi.status = RFIStatus.ANSWERED if attachments: rfi.attachments.extend(attachments) rfi.cost_impact = cost_impact rfi.cost_amount = cost_amount rfi.schedule_impact = schedule_impact rfi.schedule_days = schedule_days self._save_rfis() # Trigger notification self._notify_response(rfi) return rfi def close_rfi(self, rfi_number: str, change_order_ref: str = None) -> RFI: """Close RFI after implementation""" rfi = self.rfis.get(rfi_number) if not rfi: raise ValueError(f"RFI {rfi_number} not found") rfi.status = RFIStatus.CLOSED rfi.date_closed = date.today() if change_order_ref: rfi.change_order_ref = change_order_ref self._save_rfis() return rfi def get_overdue_rfis(self) -> List[RFI]: """Get list of overdue RFIs""" today = date.today() return [ rfi for rfi in self.rfis.values() if rfi.status == RFIStatus.OPEN and rfi.date_required < today ] def get_due_soon_rfis(self, days: int = 3) -> List[RFI]: """Get RFIs due within specified days""" today = date.today() cutoff = today + timedelta(days=days) return [ rfi for rfi in self.rfis.values() if rfi.status == RFIStatus.OPEN and today <= rfi.date_required <= cutoff ] def get_rfis_by_status(self, status: RFIStatus) -> List[RFI]: """Get RFIs by status""" return [r for r in self.rfis.values() if r.status == status] def get_rfis_by_assignee(self, assignee: str) -> List[RFI]: """Get RFIs assigned to specific party""" return [r for r in self.rfis.values() if r.assigned_to == assignee] def get_statistics(self) -> dict: """Get RFI statistics""" all_rfis = list(self.rfis.values()) if not all_rfis: return {'total': 0} open_rfis = [r for r in all_rfis if r.status == RFIStatus.OPEN] closed_rfis = [r for r in all_rfis if r.status == RFIStatus.CLOSED] # Calculate response times for closed RFIs response_times = [] for rfi in closed_rfis: if rfi.date_responded and rfi.date_submitted: days = (rfi.date_responded - rfi.date_submitted).days response_times.append(days) # Cost and schedule impacts cost_rfis = [r for r in all_rfis if r.cost_impact] schedule_rfis = [r for r in all_rfis if r.schedule_impact] return { 'total': len(all_rfis), 'open': len(open_rfis), 'closed': len(closed_rfis), 'overdue': len(self.get_overdue_rfis()), 'avg_response_days': sum(response_times) / len(response_times) if response_times else 0, 'with_cost_impact': len(cost_rfis), 'total_cost_impact': sum(r.cost_amount for r in cost_rfis), 'with_schedule_impact': len(schedule_rfis), 'total_schedule_days': sum(r.schedule_days for r in schedule_rfis), 'by_priority': { p.value: len([r for r in all_rfis if r.priority == p]) for p in RFIPriority }, 'by_assignee': self._group_by_assignee(all_rfis) } def _group_by_assignee(self, rfis: List[RFI]) -> dict: """Group RFIs by assignee""" result = {} for rfi in rfis: if rfi.assigned_to not in result: result[rfi.assigned_to] = {'total': 0, 'open': 0} result[rfi.assigned_to]['total'] += 1 if rfi.status == RFIStatus.OPEN: result[rfi.assigned_to]['open'] += 1 return result def _notify_submission(self, rfi: RFI): """Send notification for new RFI""" # Implement email/Telegram notification print(f"📋 New RFI submitted: {rfi.rfi_number} - {rfi.subject}") print(f" Assigned to: {rfi.assigned_to}") print(f" Due: {rfi.date_required}") def _notify_response(self, rfi: RFI): """Send notification for RFI response""" print(f"✅ RFI responded: {rfi.rfi_number} - {rfi.subject}") print(f" Response by: {rfi.response_by}") def generate_report(self, output_path: str = None) -> str: """Generate RFI status report""" stats = self.get_statistics() report = f""" RFI STATUS REPORT Project: {self.project_id} Generated: {datetime.now().strftime('%d.%m.%Y %H:%M')} SUMMARY ═══════════════════════════════════════ Total RFIs: {stats['total']} Open: {stats['open']} Closed: {stats['closed']} Overdue: {stats['overdue']} Avg Response Time: {stats['avg_response_days']:.1f} days IMPACT ANALYSIS ═══════════════════════════════════════ RFIs with Cost Impact: {stats['with_cost_impact']} Total Cost Impact: ${stats['total_cost_impact']:,.2f} RFIs with Schedule Impact: {stats['with_schedule_impact']} Total Schedule Days: {stats['total_schedule_days']} BY PRIORITY ═══════════════════════════════════════ """ for priority, count in stats['by_priority'].items(): report += f"{priority}: {count}\n" report += """ BY ASSIGNEE (Open) ═══════════════════════════════════════ """ for assignee, data in stats['by_assignee'].items(): report += f"{assignee}: {data['open']} open / {data['total']} total\n" if output_path: with open(output_path, 'w') as f: f.write(report) return report # Usage Example if __name__ == "__main__": # Initialize manager manager = RFIManager(project_id="PROJECT-2026-001") # Create RFI rfi = manager.create_rfi( subject="Clarification on electrical panel location", question=""" Drawing E-101 shows main electrical panel in Room 105, but specification Section 26 05 00 indicates utility room. Please confirm correct location and provide updated drawing if Room 105 is correct. """, submitted_by="Ivan Petrov", submitted_by_company="ABC Electrical", assigned_to="Architect", spec_section="26 05 00", drawing_ref="E-101", location="Building A, Floor 1", priority=RFIPriority.HIGH, days_for_response=5 ) print(f"Created: {rfi.rfi_number}") # Submit RFI manager.submit_rfi(rfi.rfi_number) # Respond to RFI manager.respond_to_rfi( rfi_number=rfi.rfi_number, response=""" Room 105 is correct. Updated drawing E-101 Rev 2 attached. Specification will be updated in next addendum. """, response_by="John Architect", schedule_impact=True, schedule_days=2 ) # Close RFI manager.close_rfi(rfi.rfi_number) # Generate report print(manager.generate_report())
yamlname: RFI Notification Workflow trigger: type: webhook path: /rfi-notification steps: - parse_rfi: node: Code code: | return { rfi_number: $json.rfi_number, subject: $json.subject, assigned_to: $json.assigned_to, due_date: $json.date_required, priority: $json.priority }; - get_recipient: node: Google Sheets operation: readRows sheet: Contacts filter: role = "={{$json.assigned_to}}" - send_email: node: Email to: "={{$json.email}}" subject: "[RFI {{$json.rfi_number}}] {{$json.subject}}" body: | New RFI requires your response: RFI #: {{$json.rfi_number}} Subject: {{$json.subject}} Priority: {{$json.priority}} Due Date: {{$json.due_date}} Please respond in the project portal. - send_telegram: node: Telegram operation: sendMessage chatId: "={{$json.telegram_id}}" text: | 📋 *New RFI: {{$json.rfi_number}}* {{$json.subject}} Priority: {{$json.priority}} Due: {{$json.due_date}} [View in Portal]({{PROJECT_PORTAL_URL}}/rfi/{{$json.rfi_number}})
markdown## REQUEST FOR INFORMATION **RFI Number:** [Auto-generated] **Date:** [Today] **Project:** [Project Name] ### QUESTION **Subject:** [Brief title - max 80 characters] **Specification Section:** [CSI number] **Drawing Reference:** [Drawing number(s)] **Location:** [Building/Floor/Area] **Question:** [Detailed question - be specific about what clarification is needed] **Suggested Resolution:** [If you have a proposed solution, include it here] ### ATTACHMENTS - [ ] Relevant drawing sections - [ ] Photos of field conditions - [ ] Specification excerpts ### IMPACT ASSESSMENT - Estimated Cost Impact: [ ] Yes [ ] No Amount: $_______ - Estimated Schedule Impact: [ ] Yes [ ] No Days: _______ - Work Stoppage: [ ] Yes [ ] No **Response Required By:** [Date - default +7 days] --- Submitted by: [Name, Company]
"A well-written RFI gets answered faster. Be specific, reference documents, and propose solutions."
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | 15,403 | 17,762 | +15% | 1 | 1 | 0% | 2,885 | 9,567 | +232% | 0 | 0 | — |
case-02 | pass→pass | 11,543 | 8,032 | -30% | 1 | 1 | 0% | 2,274 | 7,219 | +217% | 0 | 0 | — |
case-03 | pass→pass | 8,244 | 3,337 | -60% | 1 | 1 | 0% | 1,308 | 6,290 | +381% | 0 | 0 | — |
case-13 | pass→pass | 18,337 | 29,173 | +59% | 1 | 1 | 0% | 2,930 | 11,251 | +284% | 0 | 0 | — |
case-04 | pass→pass | 5,964 | 2,137 | -64% | 1 | 1 | 0% | 928 | 6,031 | +550% | 0 | 0 | — |
case-05 | fail→pass | 9,873 | 3,819 | -61% | 1 | 1 | 0% | 1,770 | 6,347 | +259% | 0 | 0 | — |
case-06 | fail→pass | 11,515 | 3,755 | -67% | 1 | 1 | 0% | 1,881 | 6,420 | +241% | 0 | 0 | — |
case-07 | pass→pass | 6,805 | 3,607 | -47% | 1 | 1 | 0% | 1,005 | 6,334 | +530% | 0 | 0 | — |
case-23 | pass→pass | 16,505 | 6,259 | -62% | 1 | 1 | 0% | 2,900 | 7,098 | +145% | 0 | 0 | — |
case-08 | fail→pass | 9,983 | 4,636 | -54% | 1 | 1 | 0% | 1,909 | 6,545 | +243% | 0 | 0 | — |
case-09 | fail→pass | 7,292 | 3,703 | -49% | 1 | 1 | 0% | 1,302 | 6,405 | +392% | 0 | 0 | — |
case-10 | pass→pass | 9,427 | 4,872 | -48% | 1 | 1 | 0% | 1,577 | 6,629 | +320% | 0 | 0 | — |
case-11 | fail→pass | 8,354 | 2,855 | -66% | 1 | 1 | 0% | 1,507 | 6,203 | +312% | 0 | 0 | — |
case-12 | pass→pass | 18,668 | 18,730 | +0% | 1 | 1 | 0% | 3,362 | 9,334 | +178% | 0 | 0 | — |
case-14 | pass→pass | 16,416 | 19,726 | +20% | 1 | 1 | 0% | 3,013 | 9,361 | +211% | 0 | 0 | — |
case-15 | fail→fail | 8,238 | 7,667 | -7% | 1 | 1 | 0% | 1,465 | 6,957 | +375% | 0 | 0 | — |
case-16 | pass→pass | 8,231 | 2,894 | -65% | 1 | 1 | 0% | 1,451 | 6,188 | +326% | 0 | 0 | — |
case-17 | pass→pass | 12,826 | 7,797 | -39% | 1 | 1 | 0% | 2,200 | 7,139 | +225% | 0 | 0 | — |
case-18 | pass→pass | 6,721 | 2,088 | -69% | 1 | 1 | 0% | 1,014 | 5,989 | +491% | 0 | 0 | — |
case-19 | pass→pass | 11,683 | 5,047 | -57% | 1 | 1 | 0% | 2,054 | 6,678 | +225% | 0 | 0 | — |
case-20 | fail→pass | 7,239 | 3,255 | -55% | 1 | 1 | 0% | 1,221 | 6,242 | +411% | 0 | 0 | — |
case-21 | fail→pass | 9,243 | 3,035 | -67% | 1 | 1 | 0% | 1,515 | 6,187 | +308% | 0 | 0 | — |
case-22 | fail→pass | 21,349 | 2,940 | -86% | 1 | 1 | 0% | 3,247 | 6,301 | +94% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 23 cases were attempted. The headline lift of +35 percentage points is the difference between those two pass rates over the 23 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.