Simplify
asgeirtj/system_prompts_leaks
Review the changed code for reuse, simplification, efficiency, and altitude cleanups, then apply the fixes.
코드 단순화 및 리팩토링 — 변경된 코드를 리뷰하고 불필요한 추상화, 중복, 복잡성을 제거합니다. An agent skill from jh941213/my-cc-harness.
No licenceAuto-check: notes
Install Simplify
$ npx skills add jh941213/my-cc-harness --skill simplify -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jh941213/my-cc-harness simplify --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/simplify .claude/skills/simplify && rm -rf skills-srcUse ~/.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/
Install the "simplify" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/simplify into .claude/skills/simplify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simplify", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jh941213/my-cc-harness/tree/main/skills/simplifyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jh941213/my-cc-harness --skill simplify -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jh941213/my-cc-harness simplify --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/simplify .agents/skills/simplify && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "simplify" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/simplify into .agents/skills/simplify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simplify", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jh941213/my-cc-harness --skill simplify -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jh941213/my-cc-harness simplify --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/simplify .cursor/skills/simplify && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "simplify" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/simplify into .cursor/skills/simplify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simplify", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jh941213/my-cc-harness.git --path skills/simplify--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jh941213/my-cc-harness --skill simplify -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jh941213/my-cc-harness simplify --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/simplify .gemini/skills/simplify && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "simplify" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/simplify into .gemini/skills/simplify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simplify", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jh941213/my-cc-harness simplifyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jh941213/my-cc-harness --skill simplify -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/simplify .github/skills/simplify && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "simplify" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/simplify into .github/skills/simplify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simplify", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jh941213/my-cc-harness --skill simplify -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jh941213/my-cc-harness simplify --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jh941213/my-cc-harness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/simplify .opencode/skills/simplify && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "simplify" agent skill from https://github.com/jh941213/my-cc-harness/tree/main/skills/simplify into .opencode/skills/simplify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simplify", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
simplify- GitHub stars
- 126
- Token cost
- ~561 tokens
- SKILL.md length
- 182 words
- Files
- 1
- Skills in repo
- 62
- Repo updated
- First seen
- Licence
- None found
At a glance
코드 단순화 및 리팩토링 — 변경된 코드를 리뷰하고 불필요한 추상화, 중복, 복잡성을 제거합니다. An agent skill from jh941213/my-cc-harness.
- Works in 4 steps: 변경 범위 파악 → 리팩토링 패턴 적용 → 5: 중복 코드 탐지 → …
- SKILL.md covers Step 1: 변경 범위 파악, Step 2: 리팩토링 패턴 적용, Step 2.5: 중복 코드 탐지 and Step 3: 검증, plus 4 more sections
- Calls git, npx and npm
What it does
Simplify is an agent skill from jh941213/my-cc-harness. 코드 단순화 및 리팩토링 — 변경된 코드를 리뷰하고 불필요한 추상화, 중복, 복잡성을 제거합니다. Triggers on: 단순화, simplify, 리팩토링, 코드 정리, 코드 개선. NOT for: 새 기능 추가, 버그 수정.
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
Example prompts
- “/simplify”
Requirements
- Node.js
- Pre-approved tools (allowed-tools): Read, Edit, Grep, Bash
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- 변경 범위 파악
- 리팩토링 패턴 적용
- 5: 중복 코드 탐지
- 검증
What it can do on your machine
Read from SKILL.md and the folder at commit e9210e2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadEditGrepBash
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
gitnpxnpm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, npx and npm, which can reach the network depending on how they are called.
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
Simplify loads about 561 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 182 words of instructions outside code blocks.
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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Edit, Grep, Bash
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 182 words (~561 tokens).
- name
- simplify
- allowed-tools
- Read, Edit, Grep, Bash
- user-invocable
- true
- disable-model-invocation
- false
Files
Just SKILL.md in skills/simplify of jh941213/my-cc-harness.
Open the folder on GitHubat commit e9210e2
Compare with similar skills
Simplify 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Simplify this skilljh941213/my-cc-harness | 126 | — | ~561 | Automated safety check: Notes | None | |
| Simplifyasgeirtj/system_prompts_leaks | 69k | — | ~759 | Automated safety check: Pass | CC0-1.0 | |
| Simplifycodewhale-hq/Codewhale | 41k | — | ~155 | Automated safety check: Pass | MIT | |
| Simplifyfcakyon/claude-codex-settings | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Simplifyelliothux/open-compute | 1.7k | — | ~984 | Automated safety check: Pass | Apache-2.0 | |
| Simplify Recent ChangesQwenLM/qwen-code | 28k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Simplify
codewhale-hq/Codewhale
Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.
Simplify
fcakyon/claude-codex-settings
This skill should be used when the user asks to "simplify", "clean up the diff", "run simplify", "simplify the changes", "review changed code for cleanup", explicitly invokes "/simplify", or asks to…
Simplify
elliothux/open-compute
Simplify recently modified Lynx business code while preserving behavior.
Simplify Recent Changes
QwenLM/qwen-code
Reviews your uncommitted diff with three parallel passes for reuse, quality and efficiency, then applies the straightforward cleanups before a pull request.
Simplify
CherryHQ/cherry-studio-app
Keep code, tests, documentation, configuration, and other changes as tight, clear, performant, and minimal as possible without weakening behavior.
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Questions about Simplify
What does Simplify do?
코드 단순화 및 리팩토링 — 변경된 코드를 리뷰하고 불필요한 추상화, 중복, 복잡성을 제거합니다. An agent skill from jh941213/my-cc-harness. Simplify is an agent skill from jh941213/my-cc-harness. 코드 단순화 및 리팩토링 — 변경된 코드를 리뷰하고 불필요한 추상화, 중복, 복잡성을 제거합니다.
How do I install Simplify in Claude Code?
Run `npx skills add jh941213/my-cc-harness --skill simplify -a claude-code`. Or copy the skill folder (skills/simplify in jh941213/my-cc-harness) into .claude/skills/simplify in your project. Claude Code loads it when a task matches its description.
How do I install Simplify in Codex?
Run `npx skills add jh941213/my-cc-harness --skill simplify -a codex`. Or copy the skill folder (skills/simplify in jh941213/my-cc-harness) into .agents/skills/simplify in your project. Codex loads it when a task matches its description.
Can I use Simplify 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 jh941213/my-cc-harness --skill simplify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/simplify, .gemini/skills/simplify, .github/skills/simplify and .opencode/skills/simplify in your project.
What does Simplify need to run?
Going by SKILL.md and its folder, Simplify needs the command-line tools its instructions call (git, npx and npm). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Edit, Grep, Bash.
Does Simplify access the network?
SKILL.md contains no URLs. Its commands use git, npx and npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Simplify safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Simplify use?
No licence was found for Simplify or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Simplify use?
About 561 tokens (SKILL.md is roughly 2.2k 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 Simplify?
Skills that share tags, products or a category with Simplify: Simplify (asgeirtj/system_prompts_leaks, 69k stars), Simplify (codewhale-hq/Codewhale, 41k stars), Simplify (fcakyon/claude-codex-settings, 1.2k stars) and Simplify (elliothux/open-compute, 1.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Simplify?
jh941213 (a GitHub user) maintains it in jh941213/my-cc-harness, which has 126 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on August 3, 2026.
Source: jh941213/my-cc-harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.