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".
Install / Use
npx skills add rohitg00/pro-workflow --skill learn-ruleInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of learn-rule
learn-rule scores 82/100 on our quality scale, 2136th of 3,055 Automation skills we index.
Its SKILL.md is 2.2 KB long, well organised into 9 sections with 3 code examples: moderately detailed.
With 2,876 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 8 days ago, so learn-rule is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
learn-rule compared with similar skills
All 4 of these similar skills score higher than learn-rule; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| learn-rule (this skill)by rohitg00 | 82 | 2.9k | 8d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 87.6k | 16d ago | CLAUDE.md |
| rufloby ruvnet | 100 | 73.7k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 85.1k | 1d ago | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 9d ago | SKILL.md |
Frequently asked questions
- How do I install learn-rule?
- Run
npx skills add rohitg00/pro-workflow --skill learn-rule. The install tabs above show the steps for each supported agent. - Which AI agents does learn-rule work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is learn-rule safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is learn-rule still maintained?
- The repository was last updated 8 days ago, so learn-rule is actively maintained.
Skill content
View source on GitHubname: learn-rule description: 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". user-invocable: true
Learn Rule
Capture a lesson from the current session into permanent memory.
Trigger
Use when the user says "remember this", "add to rules", "don't do that again", or after a mistake is identified.
Workflow
- Identify the lesson — what mistake was made? What should happen instead?
- Format the rule with full context.
- Propose the addition and wait for user approval.
- After approval, persist to LEARNED section or project memory.
Format
[LEARN] Category: One-line rule
Mistake: What went wrong
Correction: How it was fixed
Wiki-scoped rules
Append Wiki: <slug> to bind the rule to a single pro-workflow wiki. The rule loads only when that wiki is in scope, avoiding cross-project pollution:
[LEARN] Editing: Cite a sources.md row before adding any wiki claim.
Wiki: agent-memory
The capture hook auto-detects Wiki: <slug> and links the learning to that wiki via learnings_wiki.
Categories
| Category | Examples | |----------|---------| | Navigation | File paths, finding code, wrong file edited | | Editing | Code changes, patterns, wrong approach | | Testing | Test approaches, coverage gaps, flaky tests | | Git | Commits, branches, merge issues | | Quality | Lint, types, style violations | | Context | When to clarify, missing requirements | | Architecture | Design decisions, wrong abstractions | | Performance | Optimization, O(n^2) loops, memory |
Example
Recent mistake: Edited wrong utils.ts file
[LEARN] Navigation: Confirm full path when multiple files share a name.
Add to LEARNED section? (y/n)
Guardrails
- Always wait for user approval before persisting.
- Keep rules to one line — specific and actionable.
- Bad: "Write good code". Good: "Always use snake_case for database columns".
- Include the mistake context so the rule makes sense later.
Output
- The proposed
[LEARN]rule with category - Confirmation after persisting
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
