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learn-rule

Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".

95

3.70x
Quality

92%

Does it follow best practices?

Impact

100%

3.70x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Evaluation results

100%

87%

Capturing a Coding Session Lesson

Rule format and categorization

Criteria
Without context
With context

[LEARN] tag present

0%

100%

Category field

0%

100%

Navigation category

0%

100%

One-line rule

0%

100%

Mistake field

0%

100%

Correction field

0%

100%

Rule specificity

0%

100%

Mistake context included

0%

100%

Approval step documented

50%

100%

Confirmation after persist

80%

100%

100%

85%

Capturing Lessons from a Debugging Session

Specificity and mistake context

Criteria
Without context
With context

Three [LEARN] blocks

0%

100%

All [LEARN] tags present

0%

100%

Valid categories used

0%

100%

Incident 1 category

0%

100%

Incident 2 category

0%

100%

Incident 3 category

0%

100%

Mistake fields present

0%

100%

Correction fields present

0%

100%

One-line rules

0%

100%

Specific rules not vague

70%

100%

Rules summary file

66%

100%

100%

46%

Building a Rule-Capture Workflow Tool

Propose-then-persist workflow

Criteria
Without context
With context

[LEARN] format in output

0%

100%

Git category

0%

100%

Mistake field in persisted rule

0%

100%

Correction field in persisted rule

0%

100%

Approval prompt shown

100%

100%

Rule proposed before persist

70%

100%

Confirmation after save

100%

100%

Specific one-line rule

70%

100%

Script implements workflow

100%

100%

Repository
rohitg00/pro-workflow
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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