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 leynos/visual-storytelling-skills --skill nanobananagit clone --depth 1 https://github.com/leynos/visual-storytelling-skillsWrote 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/leynos/visual-storytelling-skills/nanobanana)<a href="https://agentmods.dev/skills/leynos/visual-storytelling-skills/nanobanana"><img src="https://agentmods.dev/badge/skills/leynos/visual-storytelling-skills/nanobanana/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/leynos/visual-storytelling-skills/nanobanana"><img src="https://agentmods.dev/badge/skills/leynos/visual-storytelling-skills/nanobanana.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00076 | $0.01086 |
| Opus 5.5 | $0.00030 | $0.00434 |
| Sonnet 5.5 | $0.00015 | $0.00217 |
| Haiku 4.5 | $0.00008 | $0.00109 |
Grade A, and why
nanobanana 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 2mo 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 — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Nanobanana
Use this skill to turn a vague image request into a prompt that Nano Banana can execute reliably, or to refine an existing image/edit request without restarting from scratch.
Workflow
- Identify the operation first.
generate: create a new image from text and optional references.edit: modify an existing image while preserving specified elements.character_consistency: keep one character stable across scenes.multi_image_fusion: combine several references into one coherent result.
- Choose the lowest-complexity prompt shape that fits the ask.
- Use a short natural-language prompt for simple scenes.
- Use a structured block for multi-part layouts, infographics, or scene logic.
- Use JSON-like structure when the user needs many simultaneous constraints or multiple reference roles.
- Build the prompt in this order.
- Subject: who or what must appear.
- Action/state: what is happening.
- Setting: where it is happening.
- Composition: framing, camera angle, spatial layout.
- Lighting/mood: time of day, light direction, contrast, atmosphere.
- Style/materiality: photoreal, editorial, infographic, matte acrylic, film grain, etc.
- Constraint layer: exact text, counts, positions, identity preservation, what must remain unchanged.
- Prefer positive, explicit constraints.
- Say what should be present and how it should behave.
- For edits, explicitly state what must remain unchanged.
- For text rendering, quote exact text and specify placement plus typographic character.
- Use edit-first iteration.
- If the first output is close, preserve the successful parts and request only the delta.
- Example:
Keep composition, subject identity, and wardrobe identical; shift lighting to golden hour and replace background with a foggy bridge.
Local MCP Rules
mcp__nanobanana__generate_imageis for new images.mcp__nanobanana__edit_imageis for targeted changes to an existing image.mcp__nanobanana__character_consistencyis for repeated scenes with one character reference.mcp__nanobanana__multi_image_fusionis for combining several references.output_pathmust stay inside the tool's allowed repo-local output area. In practice, use a simple filename or relative path; do not pass an absolute path outsideimage_out.- Every image-generation or image-editing MCP call must explicitly pass
model: gemini-3-pro-image-preview. - Pass image inputs through
referenceImagePathswith the smallest complete set of references for the operation. Do not throw every available reference into a general pool; assign only the location, prop, style, and character anchors that constrain the current frame. - If
gemini-3-pro-image-previewis unavailable, rejected by the tool, or cannot accept the required reference images, character-consistency images, or multi-image-fusion inputs for the requested operation, stop the workflow and report the blocker. Do not fall back to another image model.
What ships with it
3 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.
- 2mo ago First seen · 91 lines · 76 tokens per session scan A 7a144f5776c8
nanobanana is a skill published in the GitHub repository leynos/visual-storytelling-skills (9 stars, last pushed 29d ago), licensed ISC. It adds 76 tokens to every session and 1,086 once invoked, about $0.0003 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 2026-08-31.
nanobanana compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| nanobananaleynos/visual-storytelling-skills | Skill | 9 | 29d ago | ISC | A | 76 | Codex |
| wavespeedWaveSpeedAI/wavespeed-cli | Skill | 26 | 2d ago | MIT | A | 81 | Claude Code, Codex |
| imagesmixs/visual-skills | Skill | 632 | 2d ago | CC-BY-4.0 | A | 163 | Claude Code |
| ai-hive-simulate-ali-abdaalwubin1836/ai-hive-agent-skills | Skill | 23 | 28d ago | MIT | A | 321 | Codex |
| ai-hive-simulate-aravind-srinivaswubin1836/ai-hive-agent-skills | Skill | 23 | 28d ago | MIT | A | 338 | Codex |
| ai-hive-simulate-baoyu-xpwubin1836/ai-hive-agent-skills | Skill | 23 | 28d ago | MIT | A | 305 | Codex |
| ai-hive-simulate-berryxia-aiwubin1836/ai-hive-agent-skills | Skill | 23 | 28d ago | MIT | A | 319 | Codex |