Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/logly/mureonpx agentmods add skills/logly/mureo/_mureo-sharedWrote 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/logly/mureo/_mureo-shared)<a href="https://agentmods.dev/skills/logly/mureo/_mureo-shared"><img src="https://agentmods.dev/badge/skills/logly/mureo/_mureo-shared/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/logly/mureo/_mureo-shared"><img src="https://agentmods.dev/badge/skills/logly/mureo/_mureo-shared.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 13 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 Privilege Escalation · line 47 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Privilege Escalation · line 51 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Privilege Escalation · line 73 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Privilege Escalation · line 360 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Privilege Escalation · line 491 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Tool Misuse · line 658 Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
- high Tool Misuse · line 664 Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
- medium Rogue Agent · line 51 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 Rogue Agent · line 114 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 Agent Snooping · line 122 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Rogue Agent · line 422 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 Tool Misuse · line 658 Tool defaults are unsafe or overly permissive (e.g. disabled TLS verification, no authentication, world-writable permissions). Unsafe defaults widen the attack surface.Fix: Override unsafe defaults with secure settings (verify=True, auth required, restrictive permissions). Review and harden all tool configurations.
- medium Tool Misuse · line 664 Tool defaults are unsafe or overly permissive (e.g. disabled TLS verification, no authentication, world-writable permissions). Unsafe defaults widen the attack surface.Fix: Override unsafe defaults with secure settings (verify=True, auth required, restrictive permissions). Review and harden all tool configurations.
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 | $0.00022 | $0.12911 |
| Opus 5.5 | $0.00009 | $0.05164 |
| Sonnet 5.5 | $0.00004 | $0.02582 |
| Haiku 4.5 | $0.00002 | $0.01291 |
Grade A, and why
_mureo-shared 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 3d 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.
How it starts
The opening of the file, as written. The whole thing — 560 lines — stays where its author put it; the contents beside it link to each section on GitHub.
mureo Shared Patterns
This file covers authentication, security rules, output formatting, and MCP configuration shared across all mureo skills (Google Ads, Meta Ads, Strategy).
Tool names below refer to the built-in platforms; a namespaced variant (see
_mureo-shared→ Namespaced built-in variants) is used with its prefix substituted.
Overview
mureo is a local-first control plane for AI ad ops. It sits on top of the official ad-platform MCPs (Meta Ads MCP, Google Ads MCP, etc.) and provides the layer they cannot — strategy enforcement, outcome correlation, and an auditable decision log. It provides:
- CLI (
mureo) for direct command-line usage - MCP Server for integration with AI agent hosts (Claude Code, Cursor, Codex, Gemini, etc.)
- Python library for programmatic access
All three interfaces share the same authentication, security rules, and output format.
Installation
pip install mureo
Setup
Claude Code (Recommended)
mureo setup claude-code
This launches a wizard that:
- Asks which platforms to configure (Google Ads / Meta Ads)
- Collects API credentials
- Opens a browser for OAuth authorization
- Lists accessible accounts for selection
- Saves credentials to
~/.mureo/credentials.json
Manual Configuration
Create ~/.mureo/credentials.json:
{
"google_ads": {
"developer_token": "OPTIONAL_LEGACY_TOKEN",
"client_id": "YOUR_OAUTH_CLIENT_ID",
"client_secret": "YOUR_OAUTH_CLIENT_SECRET",
"refresh_token": "YOUR_REFRESH_TOKEN",
"login_customer_id": "1234567890"
},
"meta_ads": {
"access_token": "YOUR_LONG_LIVED_TOKEN",
"app_id": "YOUR_APP_ID",
"app_secret": "YOUR_APP_SECRET",
"account_id": "act_XXXXXXXXXXXX"
}
}
Environment Variable Fallback
If ~/.mureo/credentials.json is not found, mureo reads from environment variables:
| Platform | Variable | Required |
|---|---|---|
| Google Ads | GOOGLE_ADS_DEVELOPER_TOKEN |
No (legacy) |
| Google Ads | GOOGLE_ADS_CLIENT_ID |
Yes |
| Google Ads | GOOGLE_ADS_CLIENT_SECRET |
Yes |
| Google Ads | GOOGLE_ADS_REFRESH_TOKEN |
Yes |
| Google Ads | GOOGLE_ADS_LOGIN_CUSTOMER_ID |
No |
| Meta Ads | META_ADS_ACCESS_TOKEN |
Yes |
| Meta Ads | META_ADS_APP_ID |
No |
| Meta Ads | META_ADS_APP_SECRET |
No |
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.
- 3d ago Changed 6e1ef238db7d
- 4d ago Changed · -163 lines 57524889cd29
- 5d ago Changed 08a69b5c741c
- 6d ago Changed 635f176d69e2
- 7d ago Changed · -15 lines 55c533eaac21
- 8d ago Changed 217fae41ff2e
- 10d ago Changed 79c00a7ec18a
- 12d ago Changed 197f9435cd53
- 13d ago Changed · +3 lines 0444b66ef15d
- 14d ago First seen · 735 lines · 22 tokens per session scan A fbecb7a9ba1e
_mureo-shared is a skill published in the GitHub repository logly/mureo (55 stars, last pushed yesterday), licensed Apache-2.0. It adds 22 tokens to every session and 12,911 once invoked, about $0.0001 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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