Agent skill

Fireauto Self Learn Guide

by imgompanda in imgompanda/fireauto

실수에서 배우고 반복 패턴을 스킬로 자동 생성하세요. An agent skill from imgompanda/fireauto.

MITAuto-check passedAgent Workflows

Install Fireauto Self Learn Guide

skills CLI
$ npx skills add imgompanda/fireauto --skill fireauto-self-learn-guide -a claude-code

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

GitHub CLI
$ gh skill install imgompanda/fireauto fireauto-self-learn-guide --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/imgompanda/fireauto.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugin/skills/fireauto-self-learn-guide .claude/skills/fireauto-self-learn-guide && 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
fireauto-self-learn-guide
GitHub stars
140
Token cost
~320 tokens
SKILL.md length
169 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
MIT

At a glance

실수에서 배우고 반복 패턴을 스킬로 자동 생성하세요. An agent skill from imgompanda/fireauto.

  • Works in 8 steps: 실수 기록 → Wiki 업데이트 → CLAUDE.md 규칙 추가 → …
  • Tasks that involve Agent instruction files
  • SKILL.md covers 언제 트리거되나요?, 실수 감지 (자동), 패턴 감지 (자동) and CLAUDE.md 관리, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Fireauto Self Learn Guide is an agent skill from imgompanda/fireauto. 실수에서 배우고 반복 패턴을 스킬로 자동 생성하세요. 사용자가 "아니", "잘못", "틀렸" 등을 말하면 실수를 기록하고 CLAUDE.md를 업데이트하세요. 같은 패턴이 3회 이상 반복되면 스킬로 승격하세요. mistake-log, skill-save MCP 도구를 능동적으로 사용하세요.

Its SKILL.md is about 320 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, covering Agent instruction files. It works with Model Context Protocol. The repository describes itself as: Claude Code 자동화 플러그인 — SEO, 보안, 팀 에이전트, PRD, 레딧 리서치를 커맨드 하나로. The licence is MIT.

When your agent uses it

  • Tasks that involve Agent instruction files

Example prompts

  • “/fireauto-self-learn-guide”

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. 실수 기록
  2. Wiki 업데이트
  3. CLAUDE.md 규칙 추가
  4. 사용자에게 알림
  5. 패턴 추출
  6. 스킬 저장
  7. 스킬 파일 생성
  8. Wiki 업데이트

What it can do on your machine

Read from SKILL.md and the folder at commit 694d941. 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

Fireauto Self Learn Guide loads about 320 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 169 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~47
When it runs · the whole SKILL.md, loaded when a task matches
~320

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

The full file from imgompanda/fireauto at commit 694d941, republished under its MIT licence (© imgompanda). 169 words, ~320 tokens.

Download SKILL.mdSave it as .claude/skills/fireauto-self-learn-guide/SKILL.md (or your agent's skills folder).
name
fireauto-self-learn-guide
description
실수에서 배우고 반복 패턴을 스킬로 자동 생성하세요. 사용자가 "아니", "잘못", "틀렸" 등을 말하면 실수를 기록하고 CLAUDE.md를 업데이트하세요. 같은 패턴이 3회 이상 반복되면 스킬로 승격하세요. mistake-log, skill-save MCP 도구를 능동적으로 사용하세요.

자기학습 가이드


언제 트리거되나요?

다음 상황에서 이 가이드를 참고하세요:

  • 실수 감지: 사용자가 "아니", "잘못", "틀렸", "그게 아니라", "다시 해"를 말할 때
  • 수정 요청: 사용자가 코드 수정을 요청할 때
  • 패턴 반복: 같은 작업이 3회 이상 반복될 때

실수 감지 (자동)

사용자가 수정을 요청하면 즉시 실행하세요:

Step 1: 실수 기록

mistake-log MCP 도구로 기록하세요:

  • 뭘 잘못했는지
  • 왜 잘못했는지
  • 어떻게 고쳤는지
Step 2: Wiki 업데이트

wiki-write MCP 도구로 gotchas.md를 업데이트하세요.

Step 3: CLAUDE.md 규칙 추가

같은 실수 방지 규칙을 CLAUDE.md에 추가하세요.

Step 4: 사용자에게 알림
⚠️ 실수 기록: {내용}. 다음부터 주의할게요.

패턴 감지 (자동)

같은 작업이 3회 이상 반복되면 실행하세요:

Step 1: 패턴 추출

반복되는 작업에서 공통 패턴을 추출하세요.

Step 2: 스킬 저장

skill-save MCP 도구로 DB에 저장하세요.

Step 3: 스킬 파일 생성

.claude/skills/에 스킬 파일을 생성하세요.

Step 4: Wiki 업데이트

wiki-write MCP 도구로 skills-catalog.md를 업데이트하세요.

🔧 새 스킬 생성: {스킬명}
   {스킬 설명}
   반복 횟수 {N}회에서 자동 감지됐어요.

CLAUDE.md 관리

  • 실수 기반 규칙 → 즉시 CLAUDE.md에 추가
  • 80줄 초과 시 오래된 규칙을 Wiki로 이동
  • "이 줄을 제거하면 Claude가 실수할까?" — 아니면 삭제

톤 & 스타일

  • 문체: 토스체 — 친근하고 간결하게
  • 분량: 핵심만 짧게. 장황하게 설명하지 않아요
  • 행동 유도: 실수 기록 후 개선 방향을 제안해요

© imgompanda, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in plugin/skills/fireauto-self-learn-guide of imgompanda/fireauto.

Open the folder on GitHubat commit 694d941

Compare with similar skills

Fireauto Self Learn Guide 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.

Fireauto Self Learn Guide compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Fireauto Self Learn Guide this skillimgompanda/fireauto140—~320Automated safety check: PassMIT
Agent Setup Health Audittw93/Waza7.2k—~5.2kAutomated safety check: NotesMIT
Semantix GuideGnosil/semantix821—~2.1kAutomated safety check: PassMIT
Working With Claude Code Docsobra/superpowers-developing-for-claude-code142—~1.5kAutomated safety check: PassNone
Agnixagent-sh/agnix445—~874Automated safety check: PassApache-2.0
Claude Docs Consultantcentminmod/my-claude-code-setup2.7k—~959Automated safety check: PassMIT

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Categories

Questions about Fireauto Self Learn Guide

What does Fireauto Self Learn Guide do?

실수에서 배우고 반복 패턴을 스킬로 자동 생성하세요. An agent skill from imgompanda/fireauto. Fireauto Self Learn Guide is an agent skill from imgompanda/fireauto. 실수에서 배우고 반복 패턴을 스킬로 자동 생성하세요.

When should I use Fireauto Self Learn Guide?

Fireauto Self Learn Guide fits situations like: tasks that involve Agent instruction files.

How do I install Fireauto Self Learn Guide in Claude Code?

Run `npx skills add imgompanda/fireauto --skill fireauto-self-learn-guide -a claude-code`. Or copy the skill folder (plugin/skills/fireauto-self-learn-guide in imgompanda/fireauto) into .claude/skills/fireauto-self-learn-guide in your project. Claude Code loads it when a task matches its description.

How do I install Fireauto Self Learn Guide in Codex?

Run `npx skills add imgompanda/fireauto --skill fireauto-self-learn-guide -a codex`. Or copy the skill folder (plugin/skills/fireauto-self-learn-guide in imgompanda/fireauto) into .agents/skills/fireauto-self-learn-guide in your project. Codex loads it when a task matches its description.

Can I use Fireauto Self Learn Guide 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 imgompanda/fireauto --skill fireauto-self-learn-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fireauto-self-learn-guide, .gemini/skills/fireauto-self-learn-guide, .github/skills/fireauto-self-learn-guide and .opencode/skills/fireauto-self-learn-guide in your project.

What does Fireauto Self Learn Guide need to run?

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

Does Fireauto Self Learn Guide 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 Fireauto Self Learn Guide 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 Fireauto Self Learn Guide use?

Fireauto Self Learn Guide is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Fireauto Self Learn Guide use?

About 320 tokens (SKILL.md is roughly 1.3k 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 Fireauto Self Learn Guide?

Skills that share tags, products or a category with Fireauto Self Learn Guide: Agent Setup Health Audit (tw93/Waza, 7.2k stars), Semantix Guide (Gnosil/semantix, 821 stars), Working With Claude Code Docs (obra/superpowers-developing-for-claude-code, 142 stars) and Agnix (agent-sh/agnix, 445 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fireauto Self Learn Guide?

imgompanda (a GitHub user) maintains it in imgompanda/fireauto, which has 140 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on April 9, 2026.

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