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Agent skill

Learn Rule

by rohitg00 in rohitg00/pro-workflow

Capture a correction or lesson as a persistent learning rule with category, mistake, and correction.

No licenceAuto-check passedAgent Workflows

Install Learn Rule

skills CLI
$ npx skills add rohitg00/pro-workflow --skill learn-rule -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install rohitg00/pro-workflow learn-rule --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/learn-rule .claude/skills/learn-rule && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
learn-rule
GitHub stars
2.9k
Token cost
~566 tokens
SKILL.md length
213 words
Files
1
Skills in repo
41
Repo updated
First seen
Licence
None found

At a glance

Capture a correction or lesson as a persistent learning rule with category, mistake, and correction.

  • Works in 4 steps: Identify the lesson — what mistake was… → Format the rule with full context. → Propose the addition and wait for user… → …
  • Says remember this
  • SKILL.md covers Trigger, Workflow, Format and Categories, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Learn Rule is an agent skill from rohitg00/pro-workflow. 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".

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. The repository describes itself as: Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested…

When your agent uses it

  • Says remember this
  • Learn from this

Example prompts

  • “remember this”
  • “t forget”
  • “note this”
  • “/learn-rule”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Identify the lesson — what mistake was made? What should happen instead?
  2. Format the rule with full context.
  3. Propose the addition and wait for user approval.
  4. After approval, persist to LEARNED section or project memory.

What it can do on your machine

Read from SKILL.md and the folder at commit 86d5f27. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Learn Rule loads about 566 tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 213 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~566

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 213 words (~566 tokens).

“Capture a lesson from the current session into permanent memory.”

— opening of SKILL.md by rohitg00
name
learn-rule
user-invocable
true

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/learn-rule of rohitg00/pro-workflow.

Open the folder on GitHubat commit 86d5f27

Compare with similar skills

Learn Rule next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Learn Rule compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Learn Rule this skillrohitg00/pro-workflow2.9k—~566Automated safety check: PassNone
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79589 repos~8.2kAutomated safety check: PassApache-2.0

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    Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.

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Categories

Questions about Learn Rule

What does Learn Rule do?

Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Learn Rule is an agent skill from rohitg00/pro-workflow. Capture a correction or lesson as a persistent learning rule with category, mistake, and correction.

When should I use Learn Rule?

Learn Rule fits situations like: says remember this; learn from this.

How do I install Learn Rule in Claude Code?

Run `npx skills add rohitg00/pro-workflow --skill learn-rule -a claude-code`. Or copy the skill folder (skills/learn-rule in rohitg00/pro-workflow) into .claude/skills/learn-rule in your project. Claude Code loads it when a task matches its description.

How do I install Learn Rule in Codex?

Run `npx skills add rohitg00/pro-workflow --skill learn-rule -a codex`. Or copy the skill folder (skills/learn-rule in rohitg00/pro-workflow) into .agents/skills/learn-rule in your project. Codex loads it when a task matches its description.

Can I use Learn Rule in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rohitg00/pro-workflow --skill learn-rule -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/learn-rule, .gemini/skills/learn-rule, .github/skills/learn-rule and .opencode/skills/learn-rule in your project.

What does Learn Rule need to run?

SKILL.md names no scripts, command-line tools or credentials: Learn Rule is instructions for the agent only.

Does Learn Rule access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Learn Rule safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Learn Rule use?

No licence was found for Learn Rule or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Learn Rule use?

About 566 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Learn Rule?

Skills that share tags, products or a category with Learn Rule: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Learn Rule?

rohitg00 (a GitHub user) maintains it in rohitg00/pro-workflow, which has 2,907 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on September 29, 2026.

Source: rohitg00/pro-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.