Discover
brycewang-stanford/Auto-Empirical-Research-Skills
Discovery phase combining research interviews, literature search, data discovery, and ideation.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities.
$ npx skills add KimYx0207/Kim_Service --skill find-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install KimYx0207/Kim_Service find-skill --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/KimYx0207/Kim_Service.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/find-skill .claude/skills/find-skill && 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 "find-skill" agent skill from https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill into .claude/skills/find-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skill", 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/KimYx0207/Kim_Service/tree/main/skills/find-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 KimYx0207/Kim_Service --skill find-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install KimYx0207/Kim_Service find-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Kim_Service.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/find-skill .agents/skills/find-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "find-skill" agent skill from https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill into .agents/skills/find-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skill", 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 KimYx0207/Kim_Service --skill find-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install KimYx0207/Kim_Service find-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Kim_Service.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/find-skill .cursor/skills/find-skill && 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 "find-skill" agent skill from https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill into .cursor/skills/find-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skill", 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/KimYx0207/Kim_Service.git --path skills/find-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 KimYx0207/Kim_Service --skill find-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install KimYx0207/Kim_Service find-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Kim_Service.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/find-skill .gemini/skills/find-skill && 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 "find-skill" agent skill from https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill into .gemini/skills/find-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skill", 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 KimYx0207/Kim_Service find-skillInstalls 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 KimYx0207/Kim_Service --skill find-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/KimYx0207/Kim_Service.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/find-skill .github/skills/find-skill && 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 "find-skill" agent skill from https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill into .github/skills/find-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skill", 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 KimYx0207/Kim_Service --skill find-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install KimYx0207/Kim_Service find-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/KimYx0207/Kim_Service.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/find-skill .opencode/skills/find-skill && 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 "find-skill" agent skill from https://github.com/KimYx0207/Kim_Service/tree/main/skills/find-skill into .opencode/skills/find-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "find-skill", 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.
find-skillHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities.
Find Skill is an agent skill from KimYx0207/Kim_Service. Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill. Also triggers when user mentions searching for tools, workflows, or wants to extend agent capabilities with specialized knowledge packages.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `CHANGELOG.md`, `README.md` and `README_CN.md`).
The repository describes itself as: 面向 Claude Code、Codex 等 AI 编码助手的 Hook 与 Agent Skill 开源合集。 The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 20296f7. 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.
Ships script files (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
npxFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
skills.shAlso links to:
github.comFrom 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.
Find Skill loads about 2.5k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 1,050 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 KimYx0207/Kim_Service at commit 20296f7, republished under its MIT licence (© KimYx0207). 1,050 words, ~2,507 tokens.
.claude/skills/find-skill/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.Helps users discover and install agent skills from the open skills ecosystem.
Use this skill when the user:
On Windows, you MUST use PowerShell to run skills commands!
The default Bash/Git Bash environment on Windows does NOT work with npx skills - commands will return empty output.
Always use this format on Windows:
powershell -Command "npx skills find '[query]'"
# Project install (only after explicit project-scope approval)
powershell -Command "npx skills add [package] -a [agent]"
# User install (only after explicit user-scope approval)
powershell -Command "npx skills add [package] -g -a [agent]"
powershell -Command "npx skills list -g"The Skills CLI (npx skills) is the package manager for the open agent skills ecosystem. Skills are modular packages that extend agent capabilities with specialized knowledge, workflows, and tools.
Key commands (Windows format):
# Search for skills
powershell -Command "npx skills find '[query]'"
# Install a skill into the project (after explicit approval)
powershell -Command "npx skills add [package] -a [agent]"
# Install a skill for the user (after separate explicit approval)
powershell -Command "npx skills add [package] -g -a [agent]"
# List installed skills
powershell -Command "npx skills list -g"
# Check for updates
powershell -Command "npx skills check"
# Update all skills
powershell -Command "npx skills update"Browse skills at: https://skills.sh/
When a user asks for help with something, identify:
Check the host's registered skills and readable project skill directories first. If no sufficient local match is found and network access is allowed, derive 2-5 generic English keywords and run the find command. Keep the original prompt and all private paths or identifiers local.
On Windows (REQUIRED):
powershell -Command "npx skills find '[query]'"On macOS/Linux:
npx skills find [query]Example searches (Windows format):
| User asks... | Run this command... |
|---|---|
| "how do I make my React app faster?" | powershell -Command "npx skills find 'react performance'" |
| "can you help me with PR reviews?" | powershell -Command "npx skills find 'pr review'" |
| "I need to create a changelog" | powershell -Command "npx skills find 'changelog'" |
| "数据分析" | powershell -Command "npx skills find 'data analysis'" |
Note: Search only supports English keywords! See Chinese keyword reference below.
If the command fails, times out, is blocked, or returns output that cannot be parsed, report the search as unavailable or failed. Do not report that the skill does not exist.
When you find relevant skills, present them to the user with:
Example response:
I found a skill that might help! The "vercel-react-best-practices" skill provides
React and Next.js performance optimization guidelines from Vercel Engineering.
Project install (review only; requires explicit project-scope approval):
powershell -Command "npx skills add vercel-labs/agent-skills@vercel-react-best-practices -a codex"
User install (review only; requires separate user-scope approval):
powershell -Command "npx skills add vercel-labs/agent-skills@vercel-react-best-practices -g -a codex"
Learn more: https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practicesIf the user wants to proceed, show the exact selected skill, target agent, scope, and command. Install only after the user explicitly approves that exact project or user scope.
On Windows — project scope (REQUIRED):
powershell -Command "npx skills add <owner/repo@skill> -a <agent>"On Windows — user scope (requires separate approval):
powershell -Command "npx skills add <owner/repo@skill> -g -a <agent>"On macOS/Linux: use the same npx skills add arguments in the current shell, always naming the approved target with -a <agent>; omit -g for project scope and include -g for user scope.
Do not add -y, --yes, --all, or any unapproved skill or agent. Verify the result in the approved scope. If installation fails, report the failure; never silently fall back to the other scope.
| Category | Example Queries |
|---|---|
| Web Development | react, nextjs, typescript, css, tailwind |
| Testing | testing, jest, playwright, e2e |
| DevOps | deploy, docker, kubernetes, ci-cd |
| Documentation | docs, readme, changelog, api-docs |
| Code Quality | review, lint, refactor, best-practices |
| Design | ui, ux, design-system, accessibility |
| Productivity | workflow, automation, git |
| Data Analysis | data analysis, pandas, jupyter |
Important: Search only supports English keywords!
| Chinese (中文) | English Keywords |
|---|---|
| 数据分析 | data analysis |
| 做PPT | ppt, presentation |
| 写文章 | writing |
| 代码审查 | code review |
| 部署上线 | deploy, deployment |
| 写测试 | testing |
| 做视频 | video, remotion |
| 图片生成 | image generation, dalle |
| API文档 | api docs, openapi |
vercel-labs/agent-skills or ComposioHQ/awesome-claude-skillsIf the relevant local and external searches completed successfully and no relevant skills were found:
npx skills initIf a search source failed or was unavailable, state what could not be checked instead of claiming that no skill exists.
Example:
I searched for skills related to "xyz" but didn't find any matches.
I can still help you with this task directly! Would you like me to proceed?
If this is something you do often, you could create your own skill:
powershell -Command "npx skills init my-xyz-skill"A: Make sure you're using powershell -Command "npx skills find '...'" format, not direct npx skills find.
A: Search only supports English keywords. Translate your query to English first.
A: Run powershell -Command "npx skills list" for project scope or powershell -Command "npx skills list -g" for user scope.
A: After explicit approval for the intended scope, run powershell -Command "npx skills update find-skill" for project scope or add -g for user scope.
The canonical identifier is find-skill, matching the Kim Service directory and catalog ID. Older imported snapshots used find-skills; callers and update commands using that legacy identifier must migrate to find-skill.
Original skill by Vercel Labs: https://github.com/vercel-labs/skills Windows fix and enhancements by: https://github.com/KimYx0207/findskill
© KimYx0207, 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 7 other files in skills/find-skill of KimYx0207/Kim_Service.
Open the folder on GitHubat commit 20296f7
Find Skill 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 |
|---|---|---|---|---|---|---|
| Find Skill this skillKimYx0207/Kim_Service | 174 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Discoverbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Discovertaishi-i/awesome-japanese-nlp-resources | 1k | — | ~6.5k | Automated safety check: Notes | CC0-1.0 | |
| Discoverevo-hq/evo | 1.5k | — | ~12k | Automated safety check: Notes | Apache-2.0 | |
| Discoverhashgraph-online/awesome-codex-plugins | 1.3k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| DiscoverZaxbyHub/opencode-swarm | 494 | — | ~546 | Automated safety check: Pass | MIT |
brycewang-stanford/Auto-Empirical-Research-Skills
Discovery phase combining research interviews, literature search, data discovery, and ideation.
taishi-i/awesome-japanese-nlp-resources
Given a Japanese NLP GitHub repo/model/dataset (URL / owner/repo / tool name) OR a topic, find what's already in awesome-japanese-nlp-resources and discover related resources NOT yet listed…
evo-hq/evo
Initialize evo for the current repository by exploring the codebase, proposing unexplored optimization dimensions, constructing the benchmark inside a baseline worktree, and running the first…
hashgraph-online/awesome-codex-plugins
Trigger: vague/unfocused request or solution-without-problem.
ZaxbyHub/opencode-swarm
Full execution protocol for MODE: DISCOVER -- read-only repository discovery and governance/context mapping.
suboss87/FDEOps
Trace a customer workflow and identify the problem, baseline and evidence gaps.
KimYx0207/Kim_Service
创建、重构或验收可复用技能包。适用于把重复工作流做成跨宿主能力包,并明确触发规则、第一动作、渐进加载、资产模板、脚本校验、触发评测、基线对比、验收证据、闭环治理、公开交付边界和不可伪造的运行证明;也适用于清理冗余参考、拆分人读模板与机器结构数据、补齐首次公开前的验收记录、记录运行反馈、生成写回或不写回决定。当用户提到"做一个 skill / 改 skill / 优化 skill / 评审…
KimYx0207/Kim_Service
Cross-runtime playbook for multi-agent collaboration, agent teams, swarm orchestration, parallel task distribution, capability discovery, and quality gates on Claude Code, Codex, OpenClaw, and Cursor.
KimYx0207/Kim_Service
生成完整的小红书/Rednote 图文发布包:先自动研究内容机会,再完成标题、正文、封面、6-8 页内页、逐页视觉导演表、Image2 优先图片路线、封面 MVP 确认、批量出图和发布前自检。适用于课程、服务、产品、个人 IP、本地商家和知识分享;单点标题、封面字或改写不触发。
KimYx0207/Kim_Service
为长周期、跨会话的 Agent 工作建立平台中立的三层记忆。适用于加载项目记忆、记录可复用事实与每日进展、维护隐性知识、迁移旧版 .claude/memory、检查记忆状态或清理过时条目;Claude Code 与 Codex 可通过各自 Hooks 自动接线,其他 Agent Skills 宿主只使用手动核心。不要用它保存秘密、完整聊天记录、一次性日志或未经确认的推测。
KimYx0207/Kim_Service
A skill your agent uses when the user asks for KIM, Kim, laojin, 老金, 问问老金, 老金怎么看, asks for decision analysis, structured reasoning, product/business/content review, PRD, MVP, user path, growth…
KimYx0207/Kim_Service
Runs the installed local Semgrep CLI through a bounded JSON wrapper with two bundled non-secret rules.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Find Skill is an agent skill from KimYx0207/Kim_Service.", or express interest in extending capabilities.
Find Skill fits situations like: is looking for functionality that might exist as an installable skill; user mentions searching for tools; wants to extend agent capabilities with specialized knowledge packages.
Run `npx skills add KimYx0207/Kim_Service --skill find-skill -a claude-code`. Or copy the skill folder (skills/find-skill in KimYx0207/Kim_Service) into .claude/skills/find-skill in your project. Claude Code loads it when a task matches its description.
Run `npx skills add KimYx0207/Kim_Service --skill find-skill -a codex`. Or copy the skill folder (skills/find-skill in KimYx0207/Kim_Service) into .agents/skills/find-skill 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 KimYx0207/Kim_Service --skill find-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/find-skill, .gemini/skills/find-skill, .github/skills/find-skill and .opencode/skills/find-skill in your project.
Going by SKILL.md and its folder, Find Skill needs JavaScript for the scripts in its folder and the command-line tools its instructions call (npx). Our summary lists: Node.js; Docker.
SKILL.md names 2 domains. In commands or code: skills.sh; the agent is likely to contact it when it follows the instructions. As links in the text: github.com. 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.
Find Skill is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Find Skill: Discover (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Discover (taishi-i/awesome-japanese-nlp-resources, 1k stars), Discover (evo-hq/evo, 1.5k stars) and Discover (hashgraph-online/awesome-codex-plugins, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
KimYx0207 (a GitHub user) maintains it in KimYx0207/Kim_Service, which has 174 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 6, 2026.
Source: KimYx0207/Kim_Service on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.