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cli-hub-matrix-image-design

Plan image and graphic design workflows by matching tasks to available tools, from AI generation and photo editing to logos, interface mockups, diagrams, and publishing. Compare requirements, costs, and offline options before combining providers.

中文简介正在准备中。当前显示英语简介。

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Capability-based multi-tool matrix for image and graphic design: AI generation, raster/vector editing, UI mockups, diagrams, upscaling, photo library, and publishing.

集成工具DiscordFigmaOpenAI
查看安装方法

适用场景

  • Generate and compose social sharing images
  • Create logos and export size variants
  • Draft interface wireframes and user flows
  • Develop, edit, organize, and publish RAW photos
  • Generate, upscale, and retouch concept art

包含的文件(1)

  • SKILL.md9.5 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Image & Graphic Design Matrix (S5 — v2 capability-based)

Scenario S5. Deepest creation coverage after S2 — raster (GIMP + Krita), vector (Inkscape), AI (ComfyUI + Jimeng + 7 APIs), diagram (drawio + mermaid). Figma is the headline gap (also affects S7).

Schema: docs/cli-matrix/matrix_registry.schema.md. Matrix plan: docs/cli-matrix/cli-matrix-plan.md.

Install

cli-hub matrix install image-design
cli-hub matrix info    image-design
cli-hub matrix preflight image-design --json

Provider selection constraints

  1. Use preflight as an availability report, not as a provider selector.
  2. Treat provider order as documentation order only.
  3. Choose from user requirements, output quality bar, offline needs, credential state, install cost, and provider notes.
  4. Escalate to paid or metered APIs only when credentials are already present or the user explicitly consents. AI image is paid-API-diverse, so ask which provider the user wants when several credentialed choices are available.

Offline context? GIMP, Krita, Inkscape, and local diffusers cover almost everything offline.


Preflight

Run cli-hub matrix preflight image-design --json first. Use the manual block below for extra probes or older cli-hub versions.

cli-hub list --json
python - <<'PY'
import importlib.util
for m in ("PIL","cv2","skimage","rembg","svgwrite","cairosvg","svgpathtools","vpype",
          "diffusers","replicate","rawpy"):
    print(m, importlib.util.find_spec(m) is not None)
PY
for b in inkscape gimp krita drawio magick convert exiftool upscayl darktable-cli \
         rawtherapee-cli graphviz dot mermaid plantuml hugo mkdocs; do
  command -v "$b" >/dev/null && echo "$b: yes" || echo "$b: no"
done
for e in OPENAI_API_KEY STABILITY_API_KEY IDEOGRAM_API_KEY RECRAFT_API_KEY \
         GOOGLE_API_KEY MIDJOURNEY_TOKEN FIGMA_TOKEN CANVA_API_KEY PENPOT_TOKEN \
         REPLICATE_API_TOKEN TOPAZ_API_KEY REMOVE_BG_API_KEY FIREFLY_TOKEN; do
  [ -n "${!e}" ] && echo "$e: set" || echo "$e: unset"
done

Suggest-to-user template

To enable <capability> via <provider>, please set <ENV_VAR>.
  Cost: <cost notes>
  Quality: <quality tier>
Reply 'skip' to fall back to <next provider>.

Examples:

  • To enable sota AI image generation via OpenAI GPT-Image-1, please set OPENAI_API_KEY. Cost: metered per-image. Quality: sota for photoreal + text rendering. Reply 'skip' to fall back to local comfyui (FLUX/SDXL).
  • To round-trip UI mockups with Figma, please set FIGMA_TOKEN. Cost: free tier works for most users. Quality: sota (design system aware). Reply 'skip' to fall back to sketch or drawio wireframes.

Capabilities

visual.generate — AI image generation

ProviderKindRequiresCostQualityOffline
cli-anything-comfyuiharness-cliComfyUI + weightsfreehighyes
jimengpublic-clidreamina binmeteredhighno
diffusers (SD/SDXL/FLUX)pythonpkg + weights + GPUfreegood-highyes
replicatepythonREPLICATE_API_TOKENmeteredhighno
OpenAI GPT-Image-1apiOPENAI_API_KEYmeteredsotano
IdeogramapiIDEOGRAM_API_KEYmeteredsotano
Stability AIapiSTABILITY_API_KEYmeteredhighno
RecraftapiRECRAFT_API_KEYpaidsotano
Google Imagen / Nano BananaapiGOOGLE_API_KEYmeteredhighno
Midjourney (Discord bridge)apiMIDJOURNEY_TOKENpaidsotano
Adobe FireflyapiFIREFLY_TOKENpaidhighno

visual.edit.raster — raster editing

ProviderKindRequiresCostQualityOffline
cli-anything-gimpharness-cliGIMP installedfreesotayes
cli-anything-kritaharness-cliKrita installedfreesotayes
Pillowpythonpkgfreegoodyes
opencv-pythonpythonpkgfreehighyes
scikit-imagepythonpkgfreehighyes
rembg (background removal)pythonpkgfreehighyes
remove.bgapiREMOVE_BG_API_KEYmeteredsotano
Adobe FireflyapiFIREFLY_TOKENpaidsotano
Cutout.proapitokenmeteredhighno

visual.edit.vector — vector editing

ProviderKindRequiresCostQualityOffline
cli-anything-inkscapeharness-cliInkscape installedfreesotayes
svgwritepythonpkgfreegoodyes
cairosvgpythonpkgfreegoodyes
svgpathtoolspythonpkgfreehighyes
vpype (vector post-processing)pythonpkgfreehighyes

visual.mockup — UI / mockup / wireframe

ProviderKindRequiresCostQualityOffline
cli-anything-sketchharness-cliSketch installed (macOS)paid appsotayes
cli-anything-drawioharness-clidrawio installedfreehighyes
drawio-desktopnativebinaryfreehighyes
penpotnativebinary / self-hostfreehighyes
Figma APIapiFIGMA_TOKENfree tiersotano
Canva APIapiCANVA_API_KEYpaidhighno
Penpot APIapiPENPOT_TOKENfreehighno

Known gap — Figma is the cross-scenario gap (S5 and S7).

visual.diagram — diagrams / flowcharts

ProviderKindRequiresCostQualityOffline
cli-anything-drawioharness-clidrawiofreesotayes
cli-anything-mermaidharness-climermaid-clifreehighyes
graphviz (dot)nativebinaryfreehighyes
plantumlnativebinary + javafreehighyes

visual.upscale — super-resolution

ProviderKindRequiresCostQualityOffline
Real-ESRGANpythonpkg + weightsfreehighyes
GFPGAN (faces)pythonpkg + weightsfreehighyes
upscaylnativebinaryfreehighyes
TopazapiTOPAZ_API_KEYpaidsotano
Replicate upscalerspythonREPLICATE_API_TOKENmeteredhighno

photo.library — DAM / photo organization

ProviderKindRequiresCostQualityOffline
exiftool + Pillownative+pythonbinary+pkgfreehighyes
digikamnativebinaryfreehighyes
photoprismnativebinary / self-hostfreehighyes
Google Photos APIapiOAuthfree tierhighno

photo.develop — RAW processing

ProviderKindRequiresCostQualityOffline
rawpypythonpkgfreehighyes
darktable-clinativebinaryfreesotayes
rawtherapee-clinativebinaryfreesotayes
Adobe Lightroom APIapiAdobe credspaidsotano

publish.cms — publish images / articles to a CMS

ProviderKindRequiresCostQualityOffline
contentfulpublic-clibin + tokenmeteredhighno
sanitypublic-clibin + tokenmeteredhighno
hugo / mkdocsnative/pythonbinary/pkgfreehighyes
WordPress RESTapiapp passwordfreehighno

Recipes

  • social-card — generate + compose a social sharing image. Uses: visual.generate, visual.edit.raster, publish.cms.

  • logo-set — design a logo + size variants. Uses: visual.edit.vector, visual.edit.raster (rasterize), batch export.

  • ui-wireframe — mockup a UI flow. Uses: visual.mockup, optional visual.edit.vector polish.

  • photo-batch — RAW ingest → develop → edit → library → publish. Uses: photo.develop, visual.edit.raster, photo.library, publish.cms.

  • icon-pack — systematic icon production. Uses: visual.edit.vector, batch rasterize via cairosvg.

  • thumbnail-set — thumbnails for a video/article series. Uses: visual.generate (hero imagery), visual.edit.raster (layout, type), batch variant export.

  • ai-concept-art — generate → upscale → touch up. Uses: visual.generate, visual.upscale, visual.edit.raster.


Known gaps

  • Figma — cross-scenario gap (UI/UX loop for S5 and S7). API escalation works but we lack a native harness.
  • photo.library / photo.develop — strong native CLIs, no harness.
  • Midjourney — Discord bridge only; no clean API.

Agent guidance

  • Match generation provider to intent. GPT-Image-1 for text-in-image and photoreal; Ideogram for poster/typography; FLUX for artistic; Midjourney for stylized beauty shots; Stability for control+speed.
  • Vector-first for design systems — logos, icons, illustrations start in visual.edit.vector, rasterize last.
  • Preserve color profiles. exiftool + Pillow handles ICC; when moving between rawpy and Pillow, convert to sRGB at the boundary.
  • AI + edit chain. Agents should plan: generate → background removal (rembg) → composite (visual.edit.raster) → export. Skipping cleanup is the most common visible defect.
  • Workspace discipline. Keep generation seeds + prompts in a manifest alongside output PNGs so variations are reproducible.

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