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/creative-generateWrote 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/creative-generate)<a href="https://agentmods.dev/skills/logly/mureo/creative-generate"><img src="https://agentmods.dev/badge/skills/logly/mureo/creative-generate/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/creative-generate"><img src="https://agentmods.dev/badge/skills/logly/mureo/creative-generate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
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 →
- medium Excessive Agency · line 52 Skill allows unbounded resource consumption (API calls, storage, compute). Without rate limits or quotas, a compromised or misbehaving agent can cause denial-of-service or cost overruns.Fix: Set explicit rate limits, timeouts, and resource quotas for API calls, file operations, and compute. Implement circuit breakers for runaway loops.
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 | $0.00131 | $0.04921 |
| Opus 5.5 | $0.00052 | $0.01968 |
| Sonnet 5.5 | $0.00026 | $0.00984 |
| Haiku 4.5 | $0.00013 | $0.00492 |
Grade A, and why
creative-generate 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 today.
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 — 352 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Creative Generate
PREREQUISITE: Read
../_mureo-shared/SKILL.mdfor auth, security rules, output format, and Tool Selection (Read/Write on Code,mureo_strategy_*/mureo_state_*MCP on Desktop / Cowork).
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.
Produce professional, on-brand ad creatives — a text-free key visual plus
composed banners in the operator's target formats — from a strategy-grounded
brief. Quality comes from separating three layers and giving each to the right
tool: image models make the picture (they are terrible at text, especially
Japanese), an HTML/CSS + headless-Chromium composer lays down pixel-perfect
typography, and you are the art director who scores every candidate before
anything ships. See docs/creative-studio.md for the architecture and provider
setup.
Prerequisites
- STRATEGY.md must exist (run the
onboardskill first). Persona / USP / Brand Voice are the grounding for both copy and visuals. - At least one image provider available — either an API key configured
(
creative_studiocredentials section, or theOPENAI_API_KEY/GEMINI_API_KEY/FAL_KEYenv vars), or the local Codex CLI provider (codexon PATH +codex login), which needs no API key. Callcreative_studio_providers_listto see what is available. - Composition (step 5) requires the optional extra:
pip install 'mureo[creative]'thenplaywright install chromium. Without itcreative_studio_composereturns a clear pip-hint error — you can still run steps 1-4 (brief, copy, visuals, scoring) and hand off the raw key visual.
Before you start: Run the Diagnostic preamble from ../_mureo-shared/SKILL.md — load learning insights (mureo_learning_insights_get) and consult advisors (mureo_consult_advisor) before drawing conclusions.
The 6-step workflow
1. Brief
- Read STRATEGY.md for Persona (pain points, desires), USP, and Brand
Voice (tone, palette cues, do/don't). On Code use
Read; on Desktop / Cowork usemureo_strategy_get. This is the strategy file — there is no separate "brief" tool. - When the operator gives a landing-page URL, ground the brief in it:
google_ads_landing_page_analyze(selling points, price, CTA, industry) and optionallygoogle_ads_creative_researchfor angle inspiration. Skip these when no URL is available — do not invent an LP. - Confirm with the operator BEFORE generating: genre / product, the offer, the desired tone, and the target formats (which of the format matrix — feed 1:1, 4:5, story 9:16, the GDN sizes, RDA — they actually need). One confirmation round, then proceed; do not loop endlessly asking questions.
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.
- today Changed 2412e19f3d84
- 2d ago Changed c3405f6498bb
- 4d ago Changed · +2 lines ff62a905dc1a
- 6d ago Changed 4fe377bed6b4
- 7d ago Changed 732ab75f9825
- 23d ago Changed 18c00d5d377e
- 25d ago Changed 37be02178e93
- 27d ago Changed 15ccd8289468
- 29d ago Changed 162aba0c8d8c
- 1mo ago First seen · 350 lines · 131 tokens per session scan A 989d1f1dea7d
creative-generate is a skill published in the GitHub repository logly/mureo (51 stars, last pushed today), licensed Apache-2.0. It adds 131 tokens to every session and 4,921 once invoked, about $0.0005 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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