Knowledgebase
open-edge-platform/edge-ai-suites
Generic RAG query skill - Retrieve any information from the local knowledge base and generate structured reports, summaries, or Q&A responses.
OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism.
Install Openloomi
$ npx skills add melandlabs/openloomi --skill openloomi -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install melandlabs/openloomi openloomi --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/melandlabs/openloomi.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openloomi .claude/skills/openloomi && 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 "openloomi" agent skill from https://github.com/melandlabs/openloomi/tree/main/skills/openloomi into .claude/skills/openloomi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openloomi", 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/melandlabs/openloomi/tree/main/skills/openloomiType 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 melandlabs/openloomi --skill openloomi -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install melandlabs/openloomi openloomi --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/melandlabs/openloomi.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openloomi .agents/skills/openloomi && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openloomi" agent skill from https://github.com/melandlabs/openloomi/tree/main/skills/openloomi into .agents/skills/openloomi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openloomi", 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 melandlabs/openloomi --skill openloomi -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install melandlabs/openloomi openloomi --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/melandlabs/openloomi.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openloomi .cursor/skills/openloomi && 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 "openloomi" agent skill from https://github.com/melandlabs/openloomi/tree/main/skills/openloomi into .cursor/skills/openloomi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openloomi", 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/melandlabs/openloomi.git --path skills/openloomi--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 melandlabs/openloomi --skill openloomi -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install melandlabs/openloomi openloomi --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/melandlabs/openloomi.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openloomi .gemini/skills/openloomi && 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 "openloomi" agent skill from https://github.com/melandlabs/openloomi/tree/main/skills/openloomi into .gemini/skills/openloomi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openloomi", 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 melandlabs/openloomi openloomiInstalls 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 melandlabs/openloomi --skill openloomi -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/melandlabs/openloomi.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openloomi .github/skills/openloomi && 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 "openloomi" agent skill from https://github.com/melandlabs/openloomi/tree/main/skills/openloomi into .github/skills/openloomi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openloomi", 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 melandlabs/openloomi --skill openloomi -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install melandlabs/openloomi openloomi --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/melandlabs/openloomi.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openloomi .opencode/skills/openloomi && 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 "openloomi" agent skill from https://github.com/melandlabs/openloomi/tree/main/skills/openloomi into .opencode/skills/openloomi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openloomi", 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
openloomi- GitHub stars
- 1k
- Token cost
- ~835 tokens
- SKILL.md length
- 391 words
- Files
- 1
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism.
- The user mentions OpenLoomi
- SKILL.md covers First Step, Route Requests, Common Flows and Boundaries
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Wants first-use setup guidance
What it does
Openloomi is an agent skill from melandlabs/openloomi. OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism. Use when the user mentions OpenLoomi or Loomi, wants first-use setup guidance, wants to use local OpenLoomi memory, connectors, Loop, knowledge base, RAG search, or asks how to install OpenLoomi skills in runtimes such as WorkBuddy or other skill-capable agents.
Its SKILL.md is about 840 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 Knowledge Management, covering Knowledge bases and Retrieval-augmented generation. It works with Slack. 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
- The user mentions OpenLoomi
- Wants first-use setup guidance
- Wants to use local OpenLoomi memory
- Asks how to install OpenLoomi skills in runtimes such as WorkBuddy
Example prompts
- “/openloomi”
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
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.
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
Openloomi loads about 835 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 391 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 melandlabs/openloomi at commit 2aca101, republished under its Apache-2.0 licence (© melandlabs). 391 words, ~835 tokens.
Download SKILL.mdSave it as
.claude/skills/openloomi/SKILL.md (or your agent's skills folder).- name
- openloomi
- description
- OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism. Use when the user mentions OpenLoomi or Loomi, wants first-use setup guidance, wants to use local OpenLoomi memory, connectors, Loop, knowledge base, RAG search, or asks how to install OpenLoomi skills in runtimes such as WorkBuddy or other skill-capable agents.
OpenLoomi Skills Entrypoint
Use this skill as the front door for OpenLoomi in agents that can load skills but do not support OpenLoomi plugins.
OpenLoomi remains the runtime owner. The desktop app owns memory storage, connector credentials, Loop execution, model/provider settings, local API routes, and secret handling. Skills only explain how to route work into that local runtime.
First Step
When readiness is unknown, start with openloomi-setup. It guides the user
through installing or opening OpenLoomi Desktop, confirming the local API, and
finishing the session/token setup. Do not ask the user to paste API keys,
OAuth tokens, connector secrets, or OpenLoomi auth tokens into chat.
Route Requests
Use the narrow OpenLoomi skill that matches the task:
| User intent | Use |
|---|---|
| First-use setup, install guidance, readiness checks | openloomi-setup |
| Search memory, knowledge base, documents, insights | openloomi-memory |
| Connect platforms, list accounts, check connector status, send replies | openloomi-connectors |
| Use third-party OAuth apps such as Slack, Gmail, GitHub, Notion, Linear, or Jira | composio, paired with openloomi-connectors |
| Inspect Loop state, run a tick, manage decisions, preferences, channels, or rules | openloomi-loop |
| List active Goals or inspect ordered Goal progress | openloomi-goals |
| Answer backend route, local API, auth, RAG, integrations, or workspace questions | openloomi-api |
| Explain OpenLoomi concepts, product capabilities, or user workflows | openloomi-feature-guide |
Show full SKILL.md (188 more words)Show less
Common Flows
Use these examples to route common requests without reimplementing OpenLoomi logic in the agent:
- Search memory: start with
openloomi-setupif readiness is unknown, then useopenloomi-memoryto search memory, knowledge base documents, or insights. - Post to Slack: start with
openloomi-setup, useopenloomi-connectorsto check connector/account readiness, then usecomposiofor the OAuth-backed Slack action when the user asks to send or post. - Draft an email: start with
openloomi-setup, useopenloomi-memoryfor relevant context, then usecomposioor connector guidance for the mail surface the user has authorized. - Summarize a Notion page: start with
openloomi-setup, usecomposiofor the authorized Notion access path, then hand useful context toopenloomi-memoryoropenloomi-apiwhen the user wants it saved, searched, or grounded in the local knowledge base.
Boundaries
- Do not depend on Codex or Claude plugin files.
- Do not call plugin bridge scripts such as
loomi-bridge.mjs. - Do not duplicate OpenLoomi business logic inside the agent.
- Do not invent connector behavior. Use the connector and Composio skills for platform-specific flows.
- If OpenLoomi Desktop is missing or the local API is unavailable, use
openloomi-setupto provide official installation and recovery guidance.
© 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/openloomi of melandlabs/openloomi.
Open the folder on GitHubat commit 2aca101
Compare with similar skills
Openloomi 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 |
|---|---|---|---|---|---|---|
| Openloomi this skillmelandlabs/openloomi | 1k | — | ~835 | Automated safety check: Pass | Apache-2.0 | |
| Knowledgebaseopen-edge-platform/edge-ai-suites | 140 | — | ~900 | Automated safety check: Pass | Apache-2.0 | |
| Clarity Gatesickn33/agentic-awesome-skills | 47k | 3 repos | ~709 | Automated safety check: Pass | CC-BY-4.0 | |
| AutoRAG LibrarianMarker-Inc-Korea/AutoRAG | 5.1k | — | ~2.1k | Automated safety check: Pass | MIT | |
| LLM Wikipraneybehl/llm-wiki-plugin | 118 | — | ~5.7k | Automated safety check: Pass | MIT | |
| Company Braincoreyhaines31/makerskills | 851 | — | ~4.9k | Automated safety check: Pass | MIT |
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Searches, summarizes, compares and answers questions from an already configured AutoRAG librarian agent over local documents and authorized datasources.
LLM Wiki
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Build and maintain an LLM-curated knowledge base from papers, articles, transcripts, notes and project findings.
Company Brain
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Your team's shared, AI-ready knowledge base — people, companies, meetings, SOPs, and decisions structured so an agent can answer on your team's behalf.
Enterprise Search
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Search your entire company's institutional knowledge in one query — Slack, Confluence, Jira, Linear, Notion, GitHub, plus any AI or multi-source search tool listed in verifiedconnections.md.
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Related
Works with
Questions about Openloomi
What does Openloomi do?
OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism. Openloomi is an agent skill from melandlabs/openloomi. OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism.
When should I use Openloomi?
Openloomi fits situations like: the user mentions OpenLoomi; wants first-use setup guidance; wants to use local OpenLoomi memory; asks how to install OpenLoomi skills in runtimes such as WorkBuddy.
How do I install Openloomi in Claude Code?
Run `npx skills add melandlabs/openloomi --skill openloomi -a claude-code`. Or copy the skill folder (skills/openloomi in melandlabs/openloomi) into .claude/skills/openloomi in your project. Claude Code loads it when a task matches its description.
How do I install Openloomi in Codex?
Run `npx skills add melandlabs/openloomi --skill openloomi -a codex`. Or copy the skill folder (skills/openloomi in melandlabs/openloomi) into .agents/skills/openloomi in your project. Codex loads it when a task matches its description.
Can I use Openloomi 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 openloomi -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openloomi, .gemini/skills/openloomi, .github/skills/openloomi and .opencode/skills/openloomi in your project.
What does Openloomi need to run?
SKILL.md names no scripts, command-line tools or credentials: Openloomi is instructions for the agent only.
Does Openloomi 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 Openloomi 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 Openloomi use?
Openloomi 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 Openloomi use?
About 835 tokens (SKILL.md is roughly 3.3k 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 Openloomi?
Skills that share tags, products or a category with Openloomi: Knowledgebase (open-edge-platform/edge-ai-suites, 140 stars), Clarity Gate (sickn33/agentic-awesome-skills, 47k stars), AutoRAG Librarian (Marker-Inc-Korea/AutoRAG, 5.1k stars) and LLM Wiki (praneybehl/llm-wiki-plugin, 118 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openloomi?
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.