mq-image-analyze provides visual reasoning skills for AI agents and automated workflows.
The table below is generated from SKILL.md frontmatter by
./scripts/check-skills.sh --fix. Do not edit it by hand. Per-skill phase and
status metadata lives in each SKILL.md's frontmatter.
| Skill | Description |
|---|---|
| cli-maintainer | Use when changing mq-image CLI commands, flags, output, doctor checks, serve commands, or command documentation. |
| docs-maintainer | Use when keeping mq-image-analyze README, docs, examples, CLI docs, MCP docs, schema docs, release docs, or integration docs consistent with code. |
| image-quality-audit | Use when scoring an image for composition quality, clarity, and visual hierarchy. |
| json-contract-maintainer | Use when changing mq-image-analyze JSON output schemas, analysis result fields, compare output, UI analysis output, exhaustive mode, or stable integration contracts. |
| mcp-tools-maintainer | Use when changing mq-image-analyze MCP server, MCP tool schemas, tool safety, read-only behavior, or mq-mcp/mq-agent integration. |
| model-setup-maintainer | Use when changing mq-image-analyze model setup, YOLO weights, Ollama/OpenAI vision backends, doctor readiness checks, or model documentation. |
| release-readiness | Use when preparing mq-image-analyze for release by checking version sync, docs, tests, CLI, MCP tools, model safety, examples, and Git state. |
| repo-aware | Use when inspecting, explaining, planning, reviewing, or changing mq-image-analyze with repository-specific context. |
| reverse-prompt | Use when turning an image into a reusable prompt for image generation, visual design, or cinematic direction. |
| screenshot-ui-review | Use when reviewing screenshots of apps, terminals, dashboards, websites, or GitHub pages for layout and usability. |
| visual-architecture-analysis | Use when adding or changing mq-image-analyze features for architecture diagrams, infrastructure topology screenshots, terminal screenshots, OCR pipelines, or visual observations consumed by mq-mcp. |
| visual-reasoning | Use when analyzing an image for objects, palette, composition, mood, visual hierarchy, and prompt intent. |
| web-ui-maintainer | Use when changing mq-image-analyze web UI, FastAPI web server, packaged web assets, serve command, local ports, upload flow, or browser review workflow. |
These skills are designed to be consumed by:
mq-agent(skill dispatch)mq-mcp(MCP tool wrapping)- Claude Code / Codex (direct invocation)
Each skill has a SKILL.md that defines inputs, outputs and constraints.