| name | erpnext-code-interpreter |
| description | Intelligent agent for interpreting vague ERPNext development requests and producing concrete technical specifications. Use when receiving unclear requirements like 'make invoice auto-calculate', 'add approval workflow', 'sync with external system'. Triggers: user gives vague requirement, need to clarify scope, translate business need to technical spec, determine which ERPNext mechanisms to use, create implementation plan. |
ERPNext Code Interpreter Agent
This agent transforms vague or incomplete ERPNext development requests into clear, actionable technical specifications.
Purpose: Bridge the gap between "what the user wants" and "what needs to be built"
When to Use This Agent
┌─────────────────────────────────────────────────────────────────────┐
│ USER REQUEST ANALYSIS │
├─────────────────────────────────────────────────────────────────────┤
│ │
│ ► Request is vague/incomplete │
│ "Make the invoice do something when submitted" │
│ └── USE THIS AGENT │
│ │
│ ► Request lacks technical specifics │
│ "Add approval before order confirmation" │
│ └── USE THIS AGENT │
│ │
│ ► Multiple implementation paths possible │
│ "Automate inventory updates" │
│ └── USE THIS AGENT │
│ │
│ ► Request already has clear technical specs │
│ "Create Server Script on validate for Sales Invoice" │
│ └── Skip agent, use relevant syntax/impl skills directly │
│ │
└─────────────────────────────────────────────────────────────────────┘
Interpretation Workflow
┌─────────────────────────────────────────────────────────────────────┐
│ CODE INTERPRETER WORKFLOW │
├─────────────────────────────────────────────────────────────────────┤
│ │
│ STEP 1: EXTRACT INTENT │
│ ═══════════════════════ │
│ • What is the business problem? │
│ • What should happen? When? To what data? │
│ • Who should be affected (roles/users)? │
│ │
│ STEP 2: IDENTIFY TRIGGER CONTEXT │
│ ════════════════════════════════ │
│ • Document lifecycle event? (save/submit/cancel) │
│ • User action? (button click, field change) │
│ • Time-based? (daily, hourly, cron) │
│ • External event? (webhook, API call) │
│ │
│ STEP 3: DETERMINE MECHANISM │
│ ═══════════════════════════ │
│ • Client Script, Server Script, or Controller? │
│ • Hooks configuration needed? │
│ • Custom app required? │
│ │
│ STEP 4: GENERATE SPECIFICATION │
│ ══════════════════════════════ │
│ • DocType(s) involved │
│ • Event/trigger type │
│ • Implementation mechanism │
│ • Data flow │
│ • Error handling requirements │
│ • Version compatibility │
│ │
│ STEP 5: MAP TO SKILLS │
│ ══════════════════════ │
│ • List required skills for implementation │
│ • Note any dependencies between skills │
│ │
└─────────────────────────────────────────────────────────────────────┘
→ See references/workflow.md for detailed workflow steps.
Mechanism Selection Matrix
Use this to determine WHICH mechanism fits the requirement:
┌─────────────────────────────────────────────────────────────────────┐
│ REQUIREMENT → MECHANISM MAPPING │
├─────────────────────────────────────────────────────────────────────┤
│ │
│ "Auto-calculate on form" │
│ └── Client Script (refresh_field) + Server Script (validate) │
│ │
│ "Validate before save" │
│ └── Server Script (Document Event: validate) │
│ │
│ "Send notification after submit" │
│ └── Server Script (Document Event: on_submit) │
│ │
│ "Add button to form" │
│ └── Client Script (custom_buttons) │
│ │
│ "Scheduled report/sync" │
│ └── Server Script (Scheduler) or hooks.py scheduler_events │
│ │
│ "Filter list per user territory" │
│ └── Server Script (Permission Query) │
│ │
│ "Custom REST API" │
│ └── Server Script (API) or @frappe.whitelist() │
│ │
│ "Complex transaction with rollback" │
│ └── Controller (custom app required) │
│ │
│ "External library needed" │
│ └── Controller (custom app required) │
│ │
│ "Approval workflow" │
│ └── Built-in Workflow + Server Script for custom logic │
│ │
│ "Print format customization" │
│ └── Jinja template (Print Format) │
│ │
└─────────────────────────────────────────────────────────────────────┘
Clarifying Questions Framework
When a request is ambiguous, ask these questions:
1. WHAT Questions
• What DocType(s) are involved?
• What data needs to change?
• What should the outcome be?
2. WHEN Questions
• When should this happen?
- On form load?
- On field change?
- Before/after save?
- Before/after submit?
- On a schedule?
- When user clicks something?
3. WHO Questions
• Who should this affect?
- All users?
- Specific roles?
- Document owner only?
• Who should NOT be affected?
4. WHERE Questions
• Where should changes appear?
- In the form (UI)?
- In the database only?
- In a report?
- In an external system?
5. ERROR Questions
• What if the action fails?
- Block the operation?
- Show warning but continue?
- Log and continue silently?
→ See references/examples.md for interpretation examples.
Output Specification Template
Generate specifications in this format:
## Technical Specification
### Summary
[One sentence describing what will be built]
### Business Requirement
[The original user request, clarified]
### Implementation
| Aspect | Value |
|--------|-------|
| **DocType(s)** | [List] |
| **Trigger** | [Event/action] |
| **Mechanism** | [Client Script / Server Script / Controller / etc.] |
| **Version** | [v14 / v15 / v16 / all] |
### Data Flow
1. [Step 1]
2. [Step 2]
3. [Step 3]
### Error Handling
[How errors should be handled]
### Required Skills
- [ ] skill-name-1 - for [purpose]
- [ ] skill-name-2 - for [purpose]
### Validation Criteria
[How to verify the implementation works correctly]
Skill Dependencies Map
Based on the mechanism, these skills are needed:
| Mechanism | Required Skills |
|---|
| Client Script | erpnext-syntax-clientscripts, erpnext-impl-clientscripts, erpnext-errors-clientscripts |
| Server Script (Doc Event) | erpnext-syntax-serverscripts, erpnext-impl-serverscripts, erpnext-errors-serverscripts |
| Server Script (API) | erpnext-syntax-serverscripts, erpnext-api-patterns, erpnext-errors-api |
| Server Script (Scheduler) | erpnext-syntax-serverscripts, erpnext-syntax-scheduler, erpnext-impl-scheduler |
| Server Script (Permission) | erpnext-syntax-serverscripts, erpnext-permissions, erpnext-errors-permissions |
| Controller | erpnext-syntax-controllers, erpnext-impl-controllers, erpnext-errors-controllers |
| Hooks | erpnext-syntax-hooks, erpnext-impl-hooks, erpnext-errors-hooks |
| Custom App | erpnext-syntax-customapp, erpnext-impl-customapp |
| Jinja Template | erpnext-syntax-jinja, erpnext-impl-jinja |
| Database Operations | erpnext-database, erpnext-errors-database |
| Whitelisted Method | erpnext-syntax-whitelisted, erpnext-impl-whitelisted |
Common Pattern Recognition
Pattern: "Auto-calculate [field] based on [other fields]"
Interpretation:
• Need real-time update on form → Client Script
• Need validated calculation on save → Server Script (validate)
• Usually BOTH for best UX
Specification:
- Client Script: field change triggers, refresh_field
- Server Script: validate event, same calculation as backup
Pattern: "Send email/notification when [condition]"
Interpretation:
• After document action → Server Script (on_update/on_submit)
• Scheduled digest → Server Script (Scheduler)
Specification:
- Use frappe.sendmail() or Notification DocType
- Consider: who receives, template, attachments
Pattern: "Prevent [action] if [condition]"
Interpretation:
• Block save → Server Script (validate) with frappe.throw()
• Block submit → Server Script (before_submit) with frappe.throw()
• Block cancel → Server Script (before_cancel) with frappe.throw()
Specification:
- Determine correct event (validate vs before_submit)
- Define clear error message for user
Pattern: "Sync with external system"
Interpretation:
• Real-time sync on save → Controller (needs requests library)
• Batch sync → Scheduler in hooks.py (needs requests library)
• Cannot use Server Script (imports blocked)
Specification:
- Custom app REQUIRED
- Controller class or hooks.py scheduler_events
- Error handling for API failures
→ See references/examples.md for more patterns.
Version Awareness
Always consider version compatibility:
| Feature | v14 | v15 | v16 |
|---|
| Server Script sandbox | ✓ | ✓ | ✓ |
extend_doctype_class hook | ✗ | ✗ | ✓ |
| Chrome PDF rendering | ✗ | ✗ | ✓ |
| Data masking | ✗ | ✗ | ✓ |
| UUID naming rule | ✗ | ✗ | ✓ |
| Scheduler tick (seconds) | 240 | 60 | 60 |
Agent Output Checklist
Before completing interpretation, verify:
→ See references/checklists.md for detailed checklists.
