Using Agent Skills
addyosmani/agent-skills
Meta-skill for choosing which workflow skill fits the task at hand, plus always-on habits: surface assumptions, stop on confusion, push back, keep it simple and stay in scope.
当用户用 Claude 写小红书、公众号、视频脚本等内容时,输出出现翻译腔、英文思考、西式框架,导致“像外国人假装写中文”时使用。
$ npx skills add majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install majiayu000/spellbook xiaohongshu-netfeel-guardian --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/majiayu000/spellbook.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/xiaohongshu-netfeel-guardian .claude/skills/xiaohongshu-netfeel-guardian && 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 "xiaohongshu-netfeel-guardian" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/xiaohongshu-netfeel-guardian into .claude/skills/xiaohongshu-netfeel-guardian/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-netfeel-guardian", 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/majiayu000/spellbook/tree/main/skills/xiaohongshu-netfeel-guardianType 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 majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install majiayu000/spellbook xiaohongshu-netfeel-guardian --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/xiaohongshu-netfeel-guardian .agents/skills/xiaohongshu-netfeel-guardian && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "xiaohongshu-netfeel-guardian" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/xiaohongshu-netfeel-guardian into .agents/skills/xiaohongshu-netfeel-guardian/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-netfeel-guardian", 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 majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install majiayu000/spellbook xiaohongshu-netfeel-guardian --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/xiaohongshu-netfeel-guardian .cursor/skills/xiaohongshu-netfeel-guardian && 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 "xiaohongshu-netfeel-guardian" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/xiaohongshu-netfeel-guardian into .cursor/skills/xiaohongshu-netfeel-guardian/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-netfeel-guardian", 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/majiayu000/spellbook.git --path skills/xiaohongshu-netfeel-guardian--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 majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install majiayu000/spellbook xiaohongshu-netfeel-guardian --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/xiaohongshu-netfeel-guardian .gemini/skills/xiaohongshu-netfeel-guardian && 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 "xiaohongshu-netfeel-guardian" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/xiaohongshu-netfeel-guardian into .gemini/skills/xiaohongshu-netfeel-guardian/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-netfeel-guardian", 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 majiayu000/spellbook xiaohongshu-netfeel-guardianInstalls 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 majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/xiaohongshu-netfeel-guardian .github/skills/xiaohongshu-netfeel-guardian && 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 "xiaohongshu-netfeel-guardian" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/xiaohongshu-netfeel-guardian into .github/skills/xiaohongshu-netfeel-guardian/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-netfeel-guardian", 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 majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install majiayu000/spellbook xiaohongshu-netfeel-guardian --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/spellbook.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/xiaohongshu-netfeel-guardian .opencode/skills/xiaohongshu-netfeel-guardian && 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 "xiaohongshu-netfeel-guardian" agent skill from https://github.com/majiayu000/spellbook/tree/main/skills/xiaohongshu-netfeel-guardian into .opencode/skills/xiaohongshu-netfeel-guardian/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-netfeel-guardian", 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.
xiaohongshu-netfeel-guardian当用户用 Claude 写小红书、公众号、视频脚本等内容时,输出出现翻译腔、英文思考、西式框架,导致“像外国人假装写中文”时使用。
Xiaohongshu Netfeel Guardian is an agent skill from majiayu000/spellbook. 当用户用 Claude 写小红书、公众号、视频脚本等内容时,输出出现翻译腔、英文思考、西式框架,导致“像外国人假装写中文”时使用。 典型触发语句: - “Claude写小红书翻译腔太重”“英文思考输出灾难” - “帮我把这个笔记改成纯中文网感”“去除Claude翻译腔” - “公众号文章中途变英文了”“50 Skills内容生成翻车” - “强制Claude用中文思考写笔记”“小红书情绪化表达润色” 始终保护用户原有的 CLAUDE.md / AGENTS.md 中的人设与语气要求,只做最小必要干预。优先与 xiaohongshu 技能组合使用。
Its SKILL.md is about 800 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `evals/evals.json`, `references/中文网感守护协议.md` and `references/平台网感适配器.md`).
It sits in Agent Workflows, covering Agent instruction files. It works with Xiaohongshu. The repository describes itself as: Cross-runtime skills for Claude Code, Codex, and multi-agent workflows. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ed52af7. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Xiaohongshu Netfeel Guardian loads about 802 tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 77 tokens; SKILL.md has 195 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.
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.
The full file from majiayu000/spellbook at commit ed52af7, republished under its MIT licence (© majiayu000). 195 words, ~802 tokens.
.claude/skills/xiaohongshu-netfeel-guardian/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.帮助个人内容创作者对抗 Claude 常见的“英文思考”污染,输出真正有情绪、有网感的中文内容。
Claude 在复杂内容生成任务中容易回退到英文思维链,导致:
社区共识:Claude 适合做框架,网感需要额外守护。
当用户说以下任意一句话时,立即激活本技能:
在开始任何规划、结构、举例前,必须先输出一段完整中文内部独白:
严禁在这一步使用英文思考再翻译。
逐段扫描以下翻译腔标志(硬指标 + 文化框架):
检测结果必须输出:泄露片段标注 + 严重程度。
针对检测到的每个问题段落:
references/真实高赞网感示例.md 中的真实高互动表达(“绝绝子”“泪目”“yyds”“姐妹们冲就完事儿了”)references/平台网感适配器.md 详细规则)输出 2-3 个不同情绪强度的版本(保守 / 标准 / 情绪拉满)。 最后再跑一遍检测清单,输出:
如果用户频繁使用,自动生成一段“反英文思考系统提示”,建议用户粘贴到 CLAUDE.md 最前面。
完整可复制协议 见 references/中文网感守护协议.md。
强烈建议:所有写作类 Skill(包括你自己写的)都在“写文案”步骤之前引用本协议。
平台具体语气差异和适配 Prompt 模板见 references/平台网感适配器.md。
xiaohongshu 技能 → 拿框架 + 平台硬约束 + 7-3原则 + 真实数据humanizer 做最后一层去 AI 味打磨(24模式自审计)这条链路把“Claude 框架能力” + “中文网感” + “去AI味”三者正交组合,实测效果远好于单独使用任何一个。
当前版本:v1.0 最后人工验证:2026-05-28(Claude Code 20250514 + Spellbook 主分支) 已知局限:本技能不会凭空“创造”网感,它依赖用户提供的真实高赞语料锚定 + 用户自己的人设设定。它最擅长的是防止 Claude 把本来有网感的内容翻译成没网感的内容。
推荐每当发现新的翻译腔案例,立即补充到 references/真实高赞网感示例.md 和检测清单。
因为“网感”极度主观,本技能拒绝用硬 assertions 做唯一评判标准。
推荐评估路径(完全遵循 skill-creator 指导):
严禁 为了让 evals 通过而过度拟合测试集。参考 PAIN-401 教训:eval 完美但真实用户用烂的技能就是坟墓。
使用本技能的正确姿势: 用户贴一段“写着写着就翻译腔”的内容 → 本技能输出“检测报告 + 3 个重写版本 + 为什么这样改”。
用户会立刻感觉到:“终于有人把这层窗户纸捅破了。”
© majiayu000, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (references) in skills/xiaohongshu-netfeel-guardian of majiayu000/spellbook.
Open the folder on GitHubat commit ed52af7
Xiaohongshu Netfeel Guardian 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 |
|---|---|---|---|---|---|---|
| Xiaohongshu Netfeel Guardian this skillmajiayu000/spellbook | 287 | — | ~802 | Automated safety check: Pass | MIT | |
| Using Agent Skillsaddyosmani/agent-skills | 105k | 4 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Claude ReflectBayramAnnakov/claude-reflect | 1.8k | 2 repos | ~627 | Automated safety check: Pass | MIT | |
| Writing For Agentsbestofjs/bestofjs | 3.1k | 20 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Neat-Freak Knowledge CloseoutKKKKhazix/khazix-skills | 21k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~11k | Automated safety check: Pass | CC-BY-4.0 |
addyosmani/agent-skills
Meta-skill for choosing which workflow skill fits the task at hand, plus always-on habits: surface assumptions, stop on confusion, push back, keep it simple and stay in scope.
BayramAnnakov/claude-reflect
Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md.
bestofjs/bestofjs
Writing documents for agents. An agent skill from bestofjs/bestofjs.
KKKKhazix/khazix-skills
Brings project docs, agent rule files, authorized memory and leftover workspace files back in line with what the code and runtime actually do at the end of a work session.
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
microsoft/SkillOpt
Runs an on-demand or nightly sleep cycle that reviews past Claude Code sessions and proposes validated updates to CLAUDE.md and skills.
majiayu000/spellbook
Audits and repairs how coding-agent Skills are owned, copied and exposed across runtimes, from canonical sources to quarantine and retirement.
majiayu000/spellbook
Scans a repository for real evidence and proposes, or on request writes, a small stack of root and scoped AGENTS.md files with validation commands and generated-file boundaries.
majiayu000/spellbook
Plans, produces or diagnoses evidence-backed product demo videos: script, capture plan, pacing checks and verified final media built on real product behavior.
majiayu000/spellbook
Single entry point that routes long or ambiguous agent tasks, checks live state, bounds autonomous loops and leaves a resumable handoff.
majiayu000/spellbook
Scans a repository, its lockfiles and node_modules for known malicious npm package versions and install-time indicators, using a read-only Python scanner.
majiayu000/spellbook
Product management helpers: a RICE scoring script, an interview transcript analyzer and PRD templates for prioritizing features, synthesizing research and writing requirements.
Works with
Categories
当用户用 Claude 写小红书、公众号、视频脚本等内容时,输出出现翻译腔、英文思考、西式框架,导致“像外国人假装写中文”时使用。. Xiaohongshu Netfeel Guardian is an agent skill from majiayu000/spellbook.
Xiaohongshu Netfeel Guardian fits situations like: tasks that involve Agent instruction files.
Run `npx skills add majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a claude-code`. Or copy the skill folder (skills/xiaohongshu-netfeel-guardian in majiayu000/spellbook) into .claude/skills/xiaohongshu-netfeel-guardian in your project. Claude Code loads it when a task matches its description.
Run `npx skills add majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a codex`. Or copy the skill folder (skills/xiaohongshu-netfeel-guardian in majiayu000/spellbook) into .agents/skills/xiaohongshu-netfeel-guardian in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add majiayu000/spellbook --skill xiaohongshu-netfeel-guardian -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/xiaohongshu-netfeel-guardian, .gemini/skills/xiaohongshu-netfeel-guardian, .github/skills/xiaohongshu-netfeel-guardian and .opencode/skills/xiaohongshu-netfeel-guardian in your project.
SKILL.md names no scripts, command-line tools or credentials: Xiaohongshu Netfeel Guardian is instructions for the agent only.
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.
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.
Xiaohongshu Netfeel Guardian is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 802 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Xiaohongshu Netfeel Guardian: Using Agent Skills (addyosmani/agent-skills, 105k stars), Claude Reflect (BayramAnnakov/claude-reflect, 1.8k stars), Writing For Agents (bestofjs/bestofjs, 3.1k stars) and Neat-Freak Knowledge Closeout (KKKKhazix/khazix-skills, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
majiayu000 (a GitHub user) maintains it in majiayu000/spellbook, which has 287 GitHub stars. The repository holds 97 skills in this directory. The repository was last updated on October 8, 2026.
Source: majiayu000/spellbook on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.