Hermes Production Gateway Operations
hewi333/Mom-n-Pop-Skills
Procedures for changing the model, restarting and quietly tuning a live Hermes gateway that serves end-users on messaging platforms such as Telegram.
Distill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。
Install Distill Shield
$ npx skills add agenmod/immortal-skill --skill distill-shield -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install agenmod/immortal-skill distill-shield --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/agenmod/immortal-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/distill-shield-skill .claude/skills/distill-shield && 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 "distill-shield" agent skill from https://github.com/agenmod/immortal-skill/tree/main/distill-shield-skill into .claude/skills/distill-shield/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distill-shield", 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/agenmod/immortal-skill/tree/main/distill-shield-skillType 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 agenmod/immortal-skill --skill distill-shield -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install agenmod/immortal-skill distill-shield --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenmod/immortal-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/distill-shield-skill .agents/skills/distill-shield && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "distill-shield" agent skill from https://github.com/agenmod/immortal-skill/tree/main/distill-shield-skill into .agents/skills/distill-shield/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distill-shield", 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 agenmod/immortal-skill --skill distill-shield -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install agenmod/immortal-skill distill-shield --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenmod/immortal-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/distill-shield-skill .cursor/skills/distill-shield && 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 "distill-shield" agent skill from https://github.com/agenmod/immortal-skill/tree/main/distill-shield-skill into .cursor/skills/distill-shield/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distill-shield", 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/agenmod/immortal-skill.git --path distill-shield-skill--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 agenmod/immortal-skill --skill distill-shield -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install agenmod/immortal-skill distill-shield --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenmod/immortal-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/distill-shield-skill .gemini/skills/distill-shield && 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 "distill-shield" agent skill from https://github.com/agenmod/immortal-skill/tree/main/distill-shield-skill into .gemini/skills/distill-shield/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distill-shield", 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 agenmod/immortal-skill distill-shieldInstalls 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 agenmod/immortal-skill --skill distill-shield -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/agenmod/immortal-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/distill-shield-skill .github/skills/distill-shield && 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 "distill-shield" agent skill from https://github.com/agenmod/immortal-skill/tree/main/distill-shield-skill into .github/skills/distill-shield/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distill-shield", 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 agenmod/immortal-skill --skill distill-shield -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install agenmod/immortal-skill distill-shield --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/agenmod/immortal-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/distill-shield-skill .opencode/skills/distill-shield && 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 "distill-shield" agent skill from https://github.com/agenmod/immortal-skill/tree/main/distill-shield-skill into .opencode/skills/distill-shield/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "distill-shield", 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
distill-shield- GitHub stars
- 1.1k
- Token cost
- ~408 tokens
- SKILL.md length
- 94 words
- Files
- 4
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
Distill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。
- Works in 6 steps: ：威胁模型 → ：材料盘点 → ：策略选择（准则） → …
- Tasks that involve Deployment
- SKILL.md covers 复制给 AI, 语言, 何时激活 and 伦理红线, plus 3 more sections
- Runs Python scripts from its folder; calls python3
What it does
Distill Shield is an agent skill from agenmod/immortal-skill. Distill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。
Its SKILL.md is about 410 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `README.md`, `kit/shield_gen.py` and `recipes/shield-flow.md`).
It sits in DevOps & Cloud, covering Deployment and Messaging and chat bots. The repository describes itself as: ♾️ 开源数字永生框架 — 从聊天记录蒸馏任何人的七维数字分身。支持微信/飞书/iMessage/Telegram等12+平台，7种角色模板，对齐 OpenClaw Soul Spec 标准。一行指令让你的AI学会蒸馏。 The licence is MIT.
When your agent uses it
- Tasks that involve Deployment
- Tasks that involve Messaging and chat bots
Example prompts
- “/distill-shield”
Requirements
- Python 3
Workflow steps
6 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit cdab91b. 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
Ships script files (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Distill Shield loads about 408 tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 94 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 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 agenmod/immortal-skill at commit cdab91b, republished under its MIT licence (© agenmod). 94 words, ~408 tokens.
Download SKILL.mdSave it as
.claude/skills/distill-shield/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- distill-shield
- description
- Distill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。
- license
- MIT
复制给 AI
- 本 Skill 唯一入口：当前文件
distill-shield-skill/SKILL.md。 - 仓库根：假定
immortal-skill/（或含本目录与kit/的克隆根）。 - 从仓库根运行生成脚本（推荐，避免路径歧义）：
python3 distill-shield-skill/kit/shield_gen.py --output ./handover-bundle --label "我的移交包"- 聚合入口：
FOR_AI.md第三节。
Distill Shield
语言
根据用户第一条消息的语言，全程使用同一语言。
何时激活
- 用户要「防蒸馏」「加固资料包」「移交前埋 Canary」。
- 用户运行
kit/shield_gen.py后需要根据输出做伦理与可读性检查。
伦理红线
- 仅对本人或已获授权的数据使用；禁止对他人资料恶意投毒。
- 不承诺数学上不可攻破；承诺 可检测性、审计成本、部分管线干扰。
路径约定
- 本 Skill 根目录
{baseDir}=distill-shield-skill/。
操作顺序
Phase 0：威胁模型
- 蒸馏场景：一次性 LLM 蒸馏 vs 批量训练 vs 仅人类阅读？
- 接收方：家人 / 律师 / 公司？（决定策略强度）
Phase 1：材料盘点
- 格式、是否分块检索、是否经 OCR。
Phase 2：策略选择（准则）
| 策略 | 对人 | 对自动化管线 | 可被绕过 |
|---|---|---|---|
| Canary 唯一字符串 | 低影响（可放附录） | 泄露时可检索 | 剔除后丢失 |
| 提示注入段 | 需标注阅读区 | 可能干扰单次 LLM 蒸馏 | 预处理可剥离 |
| 矛盾样本 | 可能困惑读者 | 污染蒸馏一致性 | 人工可识别 |
Phase 3：生成
在 distill-shield-skill/ 目录内时：
python3 kit/shield_gen.py --output ./handover-bundle --label "我的移交包"在 仓库根（推荐，与「复制给 AI」一致）：
python3 distill-shield-skill/kit/shield_gen.py --output ./handover-bundle --label "我的移交包"将生成的 CANARY.txt 与说明合并进实际交付目录。
Phase 4：自检清单
- 第三方隐私已脱敏
- Canary 已记录在安全处（便于日后比对）
- 人类读者能看懂「附录为技术性标记」
Phase 5：（可选）给接收方的一页说明
解释「附录含技术性标记，用于完整性校验，非正文内容」。
不做的事
- 不提供针对具体模型的对抗样本保证。
- 不帮助绕过合法安全控制。
© agenmod, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files in distill-shield-skill of agenmod/immortal-skill.
- SKILL.md
- README.md
- kit/shield_gen.py
- recipes/shield-flow.md
Open the folder on GitHubat commit cdab91b
Compare with similar skills
Distill Shield 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 |
|---|---|---|---|---|---|---|
| Distill Shield this skillagenmod/immortal-skill | 1.1k | — | ~408 | Automated safety check: Pass | MIT | |
| Hermes Production Gateway Operationshewi333/Mom-n-Pop-Skills | 122 | — | ~2k | Automated safety check: Warn | MIT | |
| Doca Container DeploymentNVIDIA/skills | 3.5k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Static Deploynexu-io/nexu | 3.3k | — | ~989 | Automated safety check: Pass | MIT | |
| Miniprogram Developmentaiskillstore/marketplace | 430 | — | ~2.5k | Automated safety check: Pass | None | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 |
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- Official
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Static Deploy
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Deploy static pages to nexu.space. An agent skill from nexu-io/nexu.
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Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
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Packages a locally built GreptimeDB debug binary into a development-only Docker image for local-cluster testing, with an optional push to a dev registry.
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Questions about Distill Shield
What does Distill Shield do?
Distill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。. Distill Shield is an agent skill from agenmod/immortal-skill.
When should I use Distill Shield?
Distill Shield fits situations like: tasks that involve Deployment; tasks that involve Messaging and chat bots.
How do I install Distill Shield in Claude Code?
Run `npx skills add agenmod/immortal-skill --skill distill-shield -a claude-code`. Or copy the skill folder (distill-shield-skill in agenmod/immortal-skill) into .claude/skills/distill-shield in your project. Claude Code loads it when a task matches its description.
How do I install Distill Shield in Codex?
Run `npx skills add agenmod/immortal-skill --skill distill-shield -a codex`. Or copy the skill folder (distill-shield-skill in agenmod/immortal-skill) into .agents/skills/distill-shield in your project. Codex loads it when a task matches its description.
Can I use Distill Shield 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 agenmod/immortal-skill --skill distill-shield -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/distill-shield, .gemini/skills/distill-shield, .github/skills/distill-shield and .opencode/skills/distill-shield in your project.
What does Distill Shield need to run?
Going by SKILL.md and its folder, Distill Shield needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Distill Shield 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 Distill Shield 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 Distill Shield use?
Distill Shield is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Distill Shield use?
About 408 tokens (SKILL.md is roughly 1.6k 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 Distill Shield?
Skills that share tags, products or a category with Distill Shield: Hermes Production Gateway Operations (hewi333/Mom-n-Pop-Skills, 122 stars), Doca Container Deployment (NVIDIA/skills, 3.5k stars), Static Deploy (nexu-io/nexu, 3.3k stars) and Miniprogram Development (aiskillstore/marketplace, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Distill Shield?
agenmod (a GitHub user) maintains it in agenmod/immortal-skill, which has 1,077 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on April 15, 2026.
Source: agenmod/immortal-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.