Paperclip Distill
paperclipai/paperclip
A skill your agent uses when an operation issue is a Paperclip cursor-window, distill, or backfill.
Anti-distillation for employee Skills. An agent skill from leilei926524-tech/anti-distill.
No licenceAuto-check: notes
Install Anti Distill
$ npx skills add leilei926524-tech/anti-distill --skill anti-distill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install leilei926524-tech/anti-distill anti-distill --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "anti-distill" agent skill from https://github.com/leilei926524-tech/anti-distill/tree/master into .claude/skills/anti-distill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anti-distill", 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.
$ npx skills add leilei926524-tech/anti-distill --skill anti-distill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install leilei926524-tech/anti-distill anti-distill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "anti-distill" agent skill from https://github.com/leilei926524-tech/anti-distill/tree/master into .agents/skills/anti-distill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anti-distill", 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 leilei926524-tech/anti-distill --skill anti-distill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install leilei926524-tech/anti-distill anti-distill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "anti-distill" agent skill from https://github.com/leilei926524-tech/anti-distill/tree/master into .cursor/skills/anti-distill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anti-distill", 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.
$ npx skills add leilei926524-tech/anti-distill --skill anti-distill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install leilei926524-tech/anti-distill anti-distill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "anti-distill" agent skill from https://github.com/leilei926524-tech/anti-distill/tree/master into .gemini/skills/anti-distill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anti-distill", 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 leilei926524-tech/anti-distill anti-distillInstalls 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 leilei926524-tech/anti-distill --skill anti-distill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "anti-distill" agent skill from https://github.com/leilei926524-tech/anti-distill/tree/master into .github/skills/anti-distill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anti-distill", 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 leilei926524-tech/anti-distill --skill anti-distill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install leilei926524-tech/anti-distill anti-distill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "anti-distill" agent skill from https://github.com/leilei926524-tech/anti-distill/tree/master into .opencode/skills/anti-distill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anti-distill", 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
anti-distill- GitHub stars
- 2.4k
- Used in
- 1 other repo
- Token cost
- ~2.1k tokens
- SKILL.md length
- 561 words
- Files
- 10 (incl. assets)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
Anti-distillation for employee Skills. An agent skill from leilei926524-tech/anti-distill.
- Works in 12 steps: ：接收输入 → ：选择清洗强度 → ：分类标注 → …
- SKILL.md covers 触发条件, 工具使用规则, 主流程 and 边界情况处理, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Anti Distill is an agent skill from leilei926524-tech/anti-distill. Anti-distillation for employee Skills. Clean your skill files — looks complete, but core knowledge removed. | 反蒸馏：清洗你被迫写的 Skill 文件，看起来完整，但核心知识已被抽掉。
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including assets (for example `INSTALL.md`, `README.md` and `examples/zhangsan_before_after.md`).
The repository describes itself as: 反蒸馏 Skill：清洗你被迫写的 Skill 文件，看起来完整，核心知识留给自己。Anti-distillation for employee Skills.
Example prompts
- “/anti-distill”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Glob, Grep
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- ：接收输入
- ：选择清洗强度
- ：分类标注
- ：预览
- ：执行清洗
- ：验证
- Receive Input
- Choose Cleaning Intensity
- Classify Content
- Preview
- Execute Cleaning
- Validate
What it can do on your machine
Read from SKILL.md and the folder at commit 21e6aa9. 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:
ReadWriteEditBashGlobGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and markdown).
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
Anti Distill loads about 2.1k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 561 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, Write, Edit, Bash, Glob, Grep
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 561 words (~2,122 tokens).
- name
- anti-distill
- allowed-tools
- Read, Write, Edit, Bash, Glob, Grep
- argument-hint
- [file-path-or-slug]
- version
- 1.0.0
- user-invocable
- true
Files
SKILL.md and 9 other files (assets) in the repository root of leilei926524-tech/anti-distill.
- SKILL.md
- INSTALL.md
- README.md
- assets/community-qr.jpg
- assets/contact-qr.jpg
- examples/zhangsan_before_after.md
- prompts/classifier.md
- prompts/diluter_general.md
- prompts/diluter_persona.md
- prompts/diluter_work.md
Open the folder on GitHubat commit 21e6aa9
Used in 1 other repository
We found 11 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in leilei926524-tech/anti-distill, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Anti Distill 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 |
|---|---|---|---|---|---|---|
| Anti Distill this skillleilei926524-tech/anti-distill | 2.4k | 1 repos | ~2.1k | Automated safety check: Notes | None | |
| Paperclip Distillpaperclipai/paperclip | 100k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Android Clean Architectureaffaan-m/ECC | 277k | 4 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Rules Distillationaffaan-m/ECC | 277k | 2 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Taste Distillationaffaan-m/ECC | 277k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Rules Distillaffaan-m/ECC | 276k | — | ~1.5k | Automated safety check: Pass | MIT |
Similar skills
Android Clean Architecture
affaan-m/ECC
Applies Clean Architecture to Android and Kotlin Multiplatform projects: module layout, dependency rules, UseCases, Repositories and data layer patterns.
Rules Distillation
affaan-m/ECC
Scans installed skills for principles that recur across them and proposes rule-file changes: append, revise, add a section, create a file or leave as covered.
Taste Distillation
affaan-m/ECC
Measure a set of reference videos into a reusable style pack - colour grade as a 3D LUT, cut rhythm as a shot-length distribution, hero stills, screen-blend overlay plates, and a text spec for a…
Rules Distill
affaan-m/ECC
スキルをスキャンしてドメイン横断的な原則を抽出し、ルールに蒸留する——既存のルールファイルへの追記、修正、または新規作成
Rules Distill
affaan-m/ECC
扫描技能以提取跨领域原则并将其提炼为规则——追加、修订或创建新的规则文件
Questions about Anti Distill
What does Anti Distill do?
Anti-distillation for employee Skills. An agent skill from leilei926524-tech/anti-distill. Anti Distill is an agent skill from leilei926524-tech/anti-distill. Anti-distillation for employee Skills.
How do I install Anti Distill in Claude Code?
Run `npx skills add leilei926524-tech/anti-distill --skill anti-distill -a claude-code`. Or copy the skill folder (the leilei926524-tech/anti-distill repository) into .claude/skills/anti-distill in your project. Claude Code loads it when a task matches its description.
How do I install Anti Distill in Codex?
Run `npx skills add leilei926524-tech/anti-distill --skill anti-distill -a codex`. Or copy the skill folder (the leilei926524-tech/anti-distill repository) into .agents/skills/anti-distill in your project. Codex loads it when a task matches its description.
Can I use Anti Distill 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 leilei926524-tech/anti-distill --skill anti-distill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/anti-distill, .gemini/skills/anti-distill, .github/skills/anti-distill and .opencode/skills/anti-distill in your project.
What does Anti Distill need to run?
SKILL.md names no scripts, command-line tools or credentials: Anti Distill is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep.
Does Anti Distill 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 Anti Distill 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 Anti Distill use?
No licence was found for Anti Distill or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Anti Distill use?
About 2.1k tokens (SKILL.md is roughly 8.5k 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 Anti Distill?
Skills that share tags, products or a category with Anti Distill: Paperclip Distill (paperclipai/paperclip, 100k stars), Android Clean Architecture (affaan-m/ECC, 277k stars), Rules Distillation (affaan-m/ECC, 277k stars) and Taste Distillation (affaan-m/ECC, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Anti Distill?
leilei926524-tech (a GitHub user) maintains it in leilei926524-tech/anti-distill, which has 2,437 GitHub stars. The repository was last updated on July 2, 2026.
Source: leilei926524-tech/anti-distill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.