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
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add melandlabs/openloomi --skill openloomi-apigit clone --depth 1 https://github.com/melandlabs/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-api)<a href="https://agentmods.dev/skills/melandlabs/openloomi/openloomi-api"><img src="https://agentmods.dev/badge/skills/melandlabs/openloomi/openloomi-api.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 6 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Rogue Agent · line 174 Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.Fix: Prevent the skill from modifying its own code, SKILL.md, or configuration files. Treat skill files as read-only at runtime.
- medium Data Exfiltration · line 337 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Rogue Agent · line 340 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Data Exfiltration · line 347 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 359 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 371 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 | $0.00106 | $0.04564 |
| Opus 5 | $0.00053 | $0.02282 |
| Sonnet 5 | $0.00021 | $0.00913 |
| Haiku 4.5 | $0.00011 | $0.00456 |
Grade A, and why
openloomi-api scanned grade A with 1 finding 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 8d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
### curl Examples How it starts
The opening of the file, as written. The whole thing — 392 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Note: If you haven't downloaded or installed openloomi yet, please refer to Getting Started for installation instructions.
OpenLoomi API Documentation
API Modules
OpenLoomi ships a local-first HTTP API served from the desktop app (port 3414, fallback 3515). All auth, Memory, AI, RAG, Loop, and Audit data live in a local SQLite database — your data stays on your machine and the OpenLoomi app is the source of truth. The only externally-routed auth path is the Composio OAuth broker that backs the Slack, GitHub, Google, Notion, Linear, HubSpot, LinkedIn, Jira, and Asana Connectors (see openloomi-connectors).
The remote-auth prefix is historical — those routes once proxied to a cloud server; today they are the canonical local endpoints, and the Claude/Codex plugin bridge uses /api/remote-auth/user as a port-discovery + auth-handshake probe.
This reference covers 131 route handlers under 36 top-level /api/* modules. Pair it with openloomi-loop (Loop state, decisions, channels, classifier rules, brief/wrap) and openloomi-memory (Memory search, KB, insights, entities, living connections) for the runtime surfaces used by Chat and Loop.
Functional Modules
| Module | Base Path | Routes | Description |
|---|---|---|---|
| Auth | /api/auth/*, /api/remote-auth/*, /api/remote-feedback/* |
6 | Guest session, token, user probe, feedback |
| AI | /api/ai/* |
5 | Chat, images, audio, embeddings |
| Audit | /api/audit/* |
1 | Audit log retrieval |
| Chat Insights | /api/chat-insights/* |
1 | Per-chat insight records |
| Chronicle | /api/chronicle/* |
7 | Meeting detection, analysis, memories |
| Contacts | /api/contacts/* |
1 | Contact query |
| DB Init | /api/db/* |
1 | Bootstrap database |
| Files | /api/files/* |
8 | File storage, upload, download |
| Insight Tabs | /api/insight-tabs/* |
3 | Tab CRUD + reorder |
| Integrations | /api/integrations/* |
9 | OAuth + connected accounts |
| Listeners | /api/listeners/* |
1 | Listener cleanup |
| LLM Usage | /api/llm/* |
1 | Usage summary |
| Loop | /api/loop/* |
24 | Attention loop, decisions, channels, classifier rules |
| Markmap | /api/markmap/* |
1 | Markmap generation |
| Memory | /api/memory/* |
2 | Memory search, raw messages |
| Messages | /api/messages/* |
4 | Send, sync, status, raw |
| Native | /api/native/* |
5 | Native agent operations, providers, skills |
| Pet | /api/pet/* |
1 | Pet state mirror |
| Proxy | /api/proxy/* |
2 | CSS/JS proxy |
| RAG | /api/rag/* |
11 | Document upload, search, stats |
| Storage | /api/storage/* |
4 | Disk usage, sessions, cleanup |
| Workspace | /api/workspace/* |
11 | Artifacts, files, skills, previews |
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.
- 8d ago First seen · 392 lines · 106 tokens per session scan A b60a7e8e72b8
openloomi-api is a skill published in the GitHub repository melandlabs/openloomi (1,022 stars, last pushed 8d ago), licensed Apache-2.0. It adds 106 tokens to every session and 4,564 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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