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 IvanYangYangXi/artclaw_bridge --skill sd-generatorsgit clone --depth 1 https://github.com/IvanYangYangXi/artclaw_bridgeWrote 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/ivanyangyangxi/artclaw_bridge/sd-generators)<a href="https://agentmods.dev/skills/ivanyangyangxi/artclaw_bridge/sd-generators"><img src="https://agentmods.dev/badge/skills/ivanyangyangxi/artclaw_bridge/sd-generators/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/ivanyangyangxi/artclaw_bridge/sd-generators"><img src="https://agentmods.dev/badge/skills/ivanyangyangxi/artclaw_bridge/sd-generators.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 | $0.00147 | $0.03003 |
| Opus 5 | $0.00073 | $0.01502 |
| Sonnet 5 | $0.00029 | $0.00601 |
| Haiku 4.5 | $0.00015 | $0.00300 |
Grade A, and why
sd-generators 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 10d 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 — 307 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SD 纹理/图案生成器指南
21 个核心生成器的引擎类型、参数和最佳实践。 选择正确的生成器是材质制作的第一步。
生成器引擎分类
SD 的库节点有三种底层引擎：
| 引擎 | 原理 | 适合 | 代表节点 |
|---|---|---|---|
| FX-Map | 迭代+四叉树渲染图案 | 重复图案、散布 | tile_generator, splatter, cells |
| Pixel Processor | 逐像素数学运算 | 数学噪波、距离场 | voronoi |
| Composite | 原子节点组合 | 复杂效果 | brick_generator, weave_generator |
一、图案生成器（Pattern Generators）
tile_generator ⭐⭐⭐ (使用率第一！)
引擎: FX-Map (4 节点，极简结构) 内部: 1 个 FX-Map + 2 个输入 + 1 个输出。所有复杂度在 FX-Map 的函数图中。
核心参数:
| 参数 | 默认 | 说明 |
|---|---|---|
Nb_X / Nb_Y |
10 | 水平/垂直重复数 |
Middle_Size |
(0.5, 0.5) | 砖块大小比例 |
Scale |
1.0 | 整体缩放 |
ScaleVariation |
0.0 | 大小随机变化量 |
Interstice |
(0,0,0,0) | 间隙（缝隙宽度） |
Offset |
0.0 | 行偏移量（砖墙效果=0.5） |
Offset_Random |
0.0 | 偏移随机 |
Pattern_Type |
9 | 图案类型(1=方形,2=圆,5=输入图案,9=方形灰度渐变) |
Position_Random |
(0,0) | 位置随机抖动 |
LuminanceByNumber |
False | 每块不同灰度（用于着色变化！） |
Free_Rotation |
0.0 | 旋转角度 |
BlendingMode |
0 | 混合模式(0=Alpha, 1=Add) |
典型用法:
- 瓷砖/砖墙排列:
Offset=0.5+Interstice=(缝宽)+LuminanceByNumber=True - 碎石分布:
Position_Random=(高)+ScaleVariation=(高)+ 多层不同参数叠加 - 木板排列:
Nb_X=1+Nb_Y=4+Offset=0.5
tile_sampler ⭐⭐
引擎: FX-Map (30 节点，比 tile_generator 复杂) 特点: 接受自定义输入图案（tile_generator 只能用内置形状）
核心参数:
| 参数 | 默认 | 说明 |
|---|---|---|
x_amount / y_amount |
16 | 重复数 |
pattern |
2 | 内置图案或输入 |
scale |
0.8 | 图案缩放 |
scale_random |
0.0 | 大小随机 |
position_random |
0.0 | 位置随机 |
rotation / rotation_random |
0 | 旋转/随机旋转 |
color_random |
0.0 | 灰度随机变化 |
blending_mode |
1(Add) | 混合模式 |
displacement_map_intensity |
0.0 | 位移贴图强度 |
vs tile_generator: tile_sampler 更灵活（支持自定义输入+多种映射），但参数更多。
splatter ⭐
引擎: FX-Map (4 节点) 特点: 自由散布，适合不规则分布
| 参数 | 说明 |
|---|---|
Pattern_size_width/height |
图案大小（%） |
Grid_Number |
网格分辨率 |
Disorder |
位置随机程度 |
Rotation_Var |
旋转随机 |
Size_Var |
大小随机 |
PatternSize |
图案类型 |
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.
- 10d ago First seen · 307 lines · 147 tokens per session scan A dd6a25df89dc
sd-generators is a skill published in the GitHub repository IvanYangYangXi/artclaw_bridge (35 stars, last pushed 4mo ago), licensed MIT. It adds 147 tokens to every session and 3,003 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.
Other skills, from other repositories
dcc-mcp-core
Foundation library for the DCC Model Context Protocol (MCP) ecosystem. Provides Rust-powered action management, skills system, IPC transport, MCP Streamable HTTP server (2025-03-26 spec, with 2025-06-18 and 2025-11-25 awareness), sandbox security, shared memory, screen capture, USD scene support, and telemetry for…
maya-pipeline
Domain skill — Maya asset pipeline orchestration: set up project directory structures, export scenes to USD, and coordinate multi-step DCC workflows. Use when initialising a Maya project or exporting assets for a downstream pipeline. Not for raw geometry editing — use maya-geometry for that. Not for low-level USD file…
imagemagick-tools
Infrastructure skill — image processing and manipulation via ImageMagick: resize, composite, convert formats, add watermarks. Use when batch-processing textures, thumbnails, or rendered images at the file level. Not for in-DCC texture or material editing — use a domain skill bound to the specific DCC for that.
asset-source
Gateway skill for cross-DCC asset import — search and resolve assets into a validated AssetDescriptor (local path + attribution). Demo source returns static catalog entries; production sources can add download or remote resolution without changing the contract.
ffmpeg-media
Infrastructure skill — media conversion and processing via FFmpeg: convert video/audio formats, extract frames, resize, and transcode. Use when manipulating raw media files (mp4, mov, wav, image sequences) regardless of DCC context. Not for DCC-specific render output handling — use a domain pipeline skill for…
maya-geometry
Domain skill — Maya geometry primitives: create spheres, cubes, cylinders; bevel, extrude, and merge polygon components. Use for individual geometry creation or editing operations inside Maya. Not for full asset export pipelines — use maya-pipeline for that. Not for USD scene inspection — use usd-tools for that.