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 agentmods add skills/logly/mureo/creative-generatenpx skills add logly/mureo --skill creative-generategit clone --depth 1 https://github.com/logly/mureoWhat 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 | $0.00131 | $0.04849 |
| Opus 5 | $0.00066 | $0.02424 |
| Sonnet 5 | $0.00026 | $0.00970 |
| Haiku 4.5 | $0.00013 | $0.00485 |
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 2d 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 — 350 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).
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.
- 2d ago First seen · 350 lines · 131 tokens per session scan A 3f15738eff2c
creative-generate is a skill published in the GitHub repository logly/mureo (42 stars, last pushed 2d ago), licensed Apache-2.0. It adds 131 tokens to every session and 4,849 once invoked, about $0.0007 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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