Documentation Index
Fetch the complete documentation index at: https://mintlify.com/rohitg00/pro-workflow/llms.txt
Use this file to discover all available pages before exploring further.
Overview
Learn Rule captures mistakes and corrections as persistent learning rules that prevent future errors. It’s the foundation of the self-correction loop — the most powerful pattern in Pro Workflow.After 50 sessions with learn-rule, Claude barely needs correcting. Small corrections compound into big gains.
Trigger
Use when:- The user says “remember this”, “add to rules”, “don’t do that again”
- After a mistake is identified
- During wrap-up when capturing session learnings
- The user corrects Claude’s behavior or output
Workflow
Identify the Lesson
What mistake was made? What should happen instead?Example:
- Mistake: Edited
src/utils.tswhen user meantsrc/lib/utils.ts - Correction: Always confirm full path before editing
Format
Standard Format
Minimal Format (For CLAUDE.md)
Categories
Learn Rule organizes corrections into 8 categories:Navigation
Navigation
Editing
Editing
Code changes, patterns, wrong approachExamples:
[LEARN] Editing: Use early returns instead of nested if statements[LEARN] Editing: Always use async/await, not .then() chains[LEARN] Editing: Read file before editing to preserve formatting
Testing
Testing
Test approaches, coverage gaps, flaky testsExamples:
[LEARN] Testing: Mock external APIs in auth tests to prevent flakiness[LEARN] Testing: Run tests before commit, not after[LEARN] Testing: Use --changed flag to test only affected files
Git
Git
Commits, branches, merge issuesExamples:
[LEARN] Git: Always pull before creating new feature branches[LEARN] Git: Use conventional commit format for consistency[LEARN] Git: Stage specific files by name, never git add .
Quality
Quality
Lint, types, style violationsExamples:
[LEARN] Quality: Run typecheck after adding new interfaces[LEARN] Quality: Fix lint warnings immediately, don't accumulate[LEARN] Quality: Remove console.log before committing
Context
Context
When to clarify, missing requirementsExamples:
[LEARN] Context: Ask about error handling strategy before implementing[LEARN] Context: Clarify scope before touching >5 files[LEARN] Context: Request examples when requirements are vague
Architecture
Architecture
Design decisions, wrong abstractionsExamples:
[LEARN] Architecture: Keep business logic out of React components[LEARN] Architecture: Prefer composition over inheritance[LEARN] Architecture: Don't create abstractions for one-time use
Performance
Performance
Optimization, O(n^2) loops, memoryExamples:
[LEARN] Performance: Use indexes for frequently queried fields[LEARN] Performance: Debounce search input, don't query on every keystroke[LEARN] Performance: Cache expensive computations in useMemo
Example Flows
Example 1: Wrong File Edited
Example 2: Quality Gate Violation
Example 3: Architecture Decision
Example 4: Test Approach
Guardrails
Always Get Approval
Wait for user confirmation before persisting. Never auto-add rules.
Keep Rules Brief
One line, specific and actionable. Bad: “Write good code”. Good: “Use snake_case for database columns”.
Include Context
Add mistake and correction details so the rule makes sense later.
Specific Over Generic
“Confirm path when editing utils.ts” > “Be careful editing files”
Storage Locations
Split Memory (Recommended)
- Keeps CLAUDE.md concise (<60 lines)
- Learnings don’t clutter core instructions
- Easy to review all learnings at once
Monolithic Memory
- Single file to manage
- Simpler for small projects
SQLite Database (Pro Workflow Plugin)
- Searchable with
/search testing - Analytics with
/insights - Cross-project learnings
- Track application frequency
Integration with Pro Workflow
Wrap-Up
Wrap-up prompts for learnings and calls learn-rule
Replay Learnings
Surface relevant rules before starting tasks
Insights
Analytics on most/least applied learnings
Session Handoff
Learnings captured this session included in handoff
Configuration
Add Self-Correction to CLAUDE.md
Configure Storage Location
Best Practices
Capture Immediately
Capture Immediately
Don’t wait until wrap-up. Capture corrections as they happen while context is fresh.
Be Specific
Be Specific
Good: “Mock auth API in tests using jest.mock(’@/lib/auth’)”
Bad: “Write better tests”
Include Why
Include Why
Add the mistake and correction context. Future sessions need to understand the reasoning.
Review Regularly
Review Regularly
Use
/insights to see which learnings are applied vs. stale. Remove outdated rules.Troubleshooting
Learnings Not Being Applied
Check:- Is the learning in the loaded CLAUDE.md or LEARNED.md?
- Is it specific enough to be actionable?
- Run
/replayto explicitly surface relevant learnings
Too Many Learnings
If LEARNED section grows too large:- Move to split memory (LEARNED.md)
- Archive old/stale learnings
- Use SQLite database for searchability
Same Mistake Repeated
If Claude repeats a learned mistake:- Make the rule more specific
- Add more context (mistake + correction)
- Place the rule higher in LEARNED section
- Explicitly mention it: “Remember your rule about X?”
Advanced: Searchable Learnings
With Pro Workflow plugin (SQLite storage):Next Steps
Try Replay Learnings
Surface relevant lessons before starting tasks
View Insights
Analytics on learning patterns and correction trends
Master Wrap-Up
Capture learnings at the end of every session
Explore Pro Workflow
See the complete workflow system