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 openma-ai/open-managed-agents --skill openmagit clone --depth 1 https://github.com/openma-ai/open-managed-agentsWrote 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/openma-ai/open-managed-agents/openma)<a href="https://agentmods.dev/skills/openma-ai/open-managed-agents/openma"><img src="https://agentmods.dev/badge/skills/openma-ai/open-managed-agents/openma/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/openma-ai/open-managed-agents/openma"><img src="https://agentmods.dev/badge/skills/openma-ai/open-managed-agents/openma.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 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 Excessive Agency · line 30 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
- medium MCP Rug Pull · line 20 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00098 | $0.01092 |
| Opus 5.5 | $0.00039 | $0.00437 |
| Sonnet 5.5 | $0.00020 | $0.00218 |
| Haiku 4.5 | $0.00010 | $0.00109 |
Grade A, and why
openma 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 9d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- oma — 97% identical, 63 lines differ
How it starts
The opening of the file, as written. The whole thing — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.
openma
openma is an open-source platform for building, deploying, and managing AI agents. You define an agent (model + system prompt + tools), the platform handles sandboxed execution, credential management, and session state.
Setup
npm install -g @openma/cli
oma auth login --base-url https://app.openma.ai
For self-hosted instances, replace the login URL with the user's server origin.
Confirm the instance and workspace before creating resources. Let the user complete
browser authentication. For automation, accept OMA_BASE_URL and OMA_API_KEY
from an existing secret manager or protected environment; do not ask for secrets
in chat or print them in logs.
Run oma --help and oma api to check the installed CLI's commands and API shape.
The CLI connects to an existing server; installing it does not deploy OpenMA.
Core Workflow
oma models list
oma envs list
oma agents list
Use an existing Model Card's model_id, not its database record ID. Choose a
ready environment with the needed runtime capabilities. Create missing resources
only as required for the user's task; replace the placeholders below with the
returned IDs:
oma agents create "my-agent" --model <model-id> --system "Help with the requested task."
oma sessions create --agent <agent-id> --env <environment-id>
oma sessions chat <session-id> "Your task here"
chat sends a turn and streams its reply. message sends without waiting;
tail follows events. A delivered message is not proof that the task succeeded.
Check the resulting session status, events and outputs.
Resources
| Resource | CLI commands | Purpose |
|---|---|---|
| Agent | oma agents create/list/get/delete |
Model + prompt + tools config |
| Environment | oma envs create/list |
Sandbox runtime for sessions |
| Session | oma sessions create/list/message |
Conversation with an agent |
| Model Card | oma models create/list |
LLM API key + provider config |
| Vault | oma vaults create/list |
Secure credential storage |
| Credential | oma creds list, oma secret add |
Secret inside a vault |
| Skill | oma skills list/install |
Domain expertise for agents |
| API Key | oma keys create/list/revoke |
Auth token for CLI/SDK |
| Linear | oma linear list/pubs/publish/submit/handoff/update/unpublish/get |
Publish agent into a Linear workspace |
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago Changed · +21 lines · +11 tokens per session aa5511f9eab9
- 1mo ago First seen · 91 lines · 87 tokens per session scan A 4247b4cb0d69
openma is a skill published in the GitHub repository openma-ai/open-managed-agents (337 stars, last pushed today), licensed Apache-2.0. It adds 98 tokens to every session and 1,092 once invoked, about $0.0004 per session on Opus 5.5. 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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