Agent skill

Find Skills

by melandlabs in melandlabs/openloomi

Discover and install skills from the open agent skills ecosystem.

Apache-2.0Auto-check passedDevOps & Cloud

Install Find Skills

skills CLI
$ npx skills add melandlabs/openloomi --skill find-skills -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install melandlabs/openloomi find-skills --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/melandlabs/openloomi.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/find-skills .claude/skills/find-skills && rm -rf skills-src

Use ~/.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/

Facts

Skill name
find-skills
GitHub stars
1k
Token cost
~892 tokens
SKILL.md length
260 words
Files
1
Skills in repo
23
Repo updated
First seen
Licence
Apache-2.0

At a glance

Discover and install skills from the open agent skills ecosystem.

  • Works in 4 steps: Understand What They Need → Search for Skills → Present Options to the User → …
  • User asks how do I do X where X might have an existing skill
  • SKILL.md covers Skills CLI Commands, How to Help Users Find Skills, Common Skill Categories and Tips for Effective Searches, plus 1 more section
  • Calls npx; reaches skills.sh

What it does

Find Skills is an agent skill from melandlabs/openloomi. Discover and install skills from the open agent skills ecosystem. Use when: (1) user asks "how do I do X" where X might have an existing skill, (2) user says "find a skill for X" or "is there a skill for X", (3) user asks "can you do X" where X is a specialized capability, (4) user wants to extend agent capabilities, (5) user wants to search for tools, templates, or workflows, (6) user mentions they wish they had help with a specific domain (design, testing, deployment, etc.).

Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in DevOps & Cloud, covering Skill management and Deployment. It works with React. The repository describes itself as: OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what needs your attention, why it matters, and what to do… The licence is Apache-2.0.

When your agent uses it

  • User asks how do I do X where X might have an existing skill
  • User says find a skill for X
  • Is there a skill for X
  • User asks can you do X where X is a specialized capability

Example prompts

  • “how do I do X”
  • “find a skill for X”
  • “is there a skill for X”
  • “/find-skills”

Requirements

  • Node.js
  • Docker

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Understand What They Need
  2. Search for Skills
  3. Present Options to the User
  4. Offer to Install

What it can do on your machine

Read from SKILL.md and the folder at commit 2aca101. 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

    Shell commands in SKILL.md call:

    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • skills.sh

    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

Find Skills loads about 892 tokens when it runs. Until then it costs about 123 tokens; SKILL.md has 260 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~123
When it runs · the whole SKILL.md, loaded when a task matches
~892

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 melandlabs/openloomi at commit 2aca101, republished under its Apache-2.0 licence (© melandlabs). 260 words, ~892 tokens.

Download SKILL.mdSave it as .claude/skills/find-skills/SKILL.md (or your agent's skills folder).
name
find-skills
description
Discover and install skills from the open agent skills ecosystem. Use when: (1) user asks "how do I do X" where X might have an existing skill, (2) user says "find a skill for X" or "is there a skill for X", (3) user asks "can you do X" where X is a specialized capability, (4) user wants to extend agent capabilities, (5) user wants to search for tools, templates, or workflows, (6) user mentions they wish they had help with a specific domain (design, testing, deployment, etc.).

Find Skills

Discover and install skills from the open agent skills ecosystem using the Skills CLI (npx skills).

Skills CLI Commands

bash
npx skills find [query]    # Search for skills interactively or by keyword
npx skills add <package>   # Install a skill from GitHub or other sources
npx skills check           # Check for skill updates
npx skills update          # Update all installed skills

Browse skills at: https://skills.sh/

How to Help Users Find Skills

Step 1: Understand What They Need

Identify:

  • The domain (e.g., React, testing, design, deployment)
  • The specific task (e.g., writing tests, creating animations, reviewing PRs)
  • Whether this is a common enough task that a skill likely exists
Step 2: Search for Skills
bash
npx skills find [query]

Examples:

  • "how do I make my React app faster?" → npx skills find react performance
  • "can you help me with PR reviews?" → npx skills find pr review
  • "I need to create a changelog" → npx skills find changelog

Results format:

Install with npx skills add <owner/repo@skill>

vercel-labs/agent-skills@vercel-react-best-practices
└ https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practices
Step 3: Present Options to the User

Include:

  • The skill name and what it does
  • The install command
  • A link to learn more at skills.sh

Example:

I found a skill that might help! The "vercel-react-best-practices" skill provides
React and Next.js performance optimization guidelines from Vercel Engineering.

To install it:
npx skills add vercel-labs/agent-skills@vercel-react-best-practices

Learn more: https://skills.sh/vercel-labs/agent-skills/vercel-react-best-practices
Step 4: Offer to Install

Install with global flag and auto-confirm:

bash
npx skills add <owner/repo@skill> -g -y

Common Skill Categories

CategoryExample Queries
Web Developmentreact, nextjs, typescript, css, tailwind
Testingtesting, jest, playwright, e2e
DevOpsdeploy, docker, kubernetes, ci-cd
Documentationdocs, readme, changelog, api-docs
Code Qualityreview, lint, refactor, best-practices
Designui, ux, design-system, accessibility
Productivityworkflow, automation, git

Tips for Effective Searches

  • Use specific keywords: "react testing" is better than just "testing"
  • Try alternative terms: If "deploy" doesn't work, try "deployment" or "ci-cd"
  • Check popular sources: vercel-labs/agent-skills or ComposioHQ/awesome-claude-skills

When No Skills Are Found

If no relevant skills exist:

  1. Acknowledge that no existing skill was found
  2. Offer to help with the task directly using general capabilities
  3. Suggest creating a custom skill with npx skills init
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:
npx skills init my-xyz-skill

© melandlabs, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/find-skills of melandlabs/openloomi.

Open the folder on GitHubat commit 2aca101

Compare with similar skills

Find Skills 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.

Find Skills compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Find Skills this skillmelandlabs/openloomi1k—~892Automated safety check: PassApache-2.0
Convex Self Hostingwaynesutton/markdown-site627—~1.4kAutomated safety check: PassMIT
Memstack Deployment Netlify Deploycwinvestments/memstack423—~2.6kAutomated safety check: PassProprietary
Self Improvingpr-pm/prpm122—~1.8kAutomated safety check: PassMIT
Production Agent PublicOpenMinis/MinisSkills446—~1.8kAutomated safety check: PassMIT
Find SkillsCamusGIT/EvoQuant151—~595Automated safety check: PassApache-2.0

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Works with

Questions about Find Skills

What does Find Skills do?

Discover and install skills from the open agent skills ecosystem. Find Skills is an agent skill from melandlabs/openloomi. Discover and install skills from the open agent skills ecosystem.

When should I use Find Skills?

Find Skills fits situations like: user asks how do I do X where X might have an existing skill; user says find a skill for X; is there a skill for X; user asks can you do X where X is a specialized capability.

How do I install Find Skills in Claude Code?

Run `npx skills add melandlabs/openloomi --skill find-skills -a claude-code`. Or copy the skill folder (skills/find-skills in melandlabs/openloomi) into .claude/skills/find-skills in your project. Claude Code loads it when a task matches its description.

How do I install Find Skills in Codex?

Run `npx skills add melandlabs/openloomi --skill find-skills -a codex`. Or copy the skill folder (skills/find-skills in melandlabs/openloomi) into .agents/skills/find-skills in your project. Codex loads it when a task matches its description.

Can I use Find Skills 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 melandlabs/openloomi --skill find-skills -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-skills, .gemini/skills/find-skills, .github/skills/find-skills and .opencode/skills/find-skills in your project.

What does Find Skills need to run?

Going by SKILL.md and its folder, Find Skills needs the command-line tools its instructions call (npx). Our summary lists: Node.js; Docker.

Does Find Skills access the network?

SKILL.md names 1 domain. In commands or code: skills.sh; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Find Skills 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 Find Skills use?

Find Skills is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Find Skills use?

About 892 tokens (SKILL.md is roughly 3.6k 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 Find Skills?

Skills that share tags, products or a category with Find Skills: Convex Self Hosting (waynesutton/markdown-site, 627 stars), Memstack Deployment Netlify Deploy (cwinvestments/memstack, 423 stars), Self Improving (pr-pm/prpm, 122 stars) and Production Agent Public (OpenMinis/MinisSkills, 446 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Find Skills?

melandlabs (a GitHub organization) maintains it in melandlabs/openloomi, which has 1,038 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on September 24, 2026.

Source: melandlabs/openloomi on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.