OpenLoomi is an open-source desktop AI coworker that connects work tools, gathers context, and highlights decisions or actions needing attention. It is for people managing work across multiple apps, and its catalogue add-ons extend the resident desktop for agent frameworks such as Claude Code, Codex, OpenCode, Hermes, and OpenClaw.
Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add melandlabs/openloomi/plugin install openloomiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/melandlabs/openloomi/openloomi-install)<a href="https://agentmods.dev/skills/melandlabs/openloomi/openloomi-install"><img src="https://agentmods.dev/badge/skills/melandlabs/openloomi/openloomi-install/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/melandlabs/openloomi/openloomi-install"><img src="https://agentmods.dev/badge/skills/melandlabs/openloomi/openloomi-install.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00124 | $0.00667 |
| Opus 5 | $0.00062 | $0.00333 |
| Sonnet 5 | $0.00025 | $0.00133 |
| Haiku 4.5 | $0.00012 | $0.00067 |
Grade A, and why
openloomi-install scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
OpenLoomi Install Sub-skill
This sub-skill is auto-loaded when the user wants to install or fix OpenLoomi
on their machine. It composes loomi-bridge operations and never downloads
or executes anything outside the plugin's own scripts.
Quick workflow
node ${CLAUDE_PLUGIN_ROOT}/scripts/loomi-bridge.mjs setup-status --json- Based on
nextAction/reason:
| Reason / nextAction | Action |
|---|---|
OPENLOOMI_NOT_INSTALLED |
Run loomi-bridge install [--yes] after explicit y/N — OpenLoomi Desktop is not on this machine. For offline / corporate-proxy installs, point the user at the restricted-network guide (link below). |
OPENLOOMI_NOT_FINALIZED / launch_openloomi_to_finalize |
OpenLoomi.app is installed (desktopMarker set) but the helper binary isn't on disk yet. Tell the user to launch OpenLoomi once (macOS: open -a "<desktopMarker>") so it lays down the helper, then re-run /openloomi:setup. Do NOT install. |
LOGIN_REQUIRED |
Ask user to open OpenLoomi Desktop to sign in. Run setup-status again afterwards. |
AI_PROVIDER_REQUIRED |
OpenLoomi has no authenticated Claude runtime and no per-user provider row. Point the user at running claude auth login (then re-run /openloomi:setup), or at OpenLoomi Desktop → API Settings for a custom endpoint. |
SOURCE_FOUND_CLI_NOT_BUILT |
Show the build instructions from the OpenLoomi repo's Tauri build docs (or run loomi-bridge install-instructions) or recommend running the bundled installer instead. |
READY |
Nothing to do. |
Reminder: secrets contract
- This plugin never handles AI provider API keys. AI provider
configuration lives in the OpenLoomi runtime itself; the runtime
detects the user's local
claudeCLI auth on its own. - If the user pastes a key into chat, redact it: do NOT echo it back, and tell them to remove it from chat history.
- Never pass
--api-keyas an argv flag — there's no such flag in the plugin, by design.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 36 lines · 124 tokens per session scan A abf4addc4d1b
openloomi-install is a skill published in the GitHub repository melandlabs/openloomi (1,025 stars, last pushed 10d ago), licensed Apache-2.0. It adds 124 tokens to every session and 667 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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