RRepoGEO

REPOGEO REPORT · LITE

Agents365-ai/drawio-skill

Default branch main · commit ad1b9c03 · scanned 6/29/2026, 11:02:04 PM

GitHub: 4,850 stars · 363 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Agents365-ai/drawio-skill, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify the README's opening paragraph to emphasize AI agent integration and Draw.io XML output

    Why:

    CURRENT
    A skill that turns natural-language descriptions into `.drawio` XML and exports them to PNG / SVG / PDF / JPG via the native draw.io desktop CLI. It can also turn an **existing codebase** (Python / JS-TS / Go / Rust) into an auto-laid-out structure diagram. Works with **Claude Code, Cursor, Copilot, OpenClaw, Codex, Hermes**, and any agent compatible with the Agent Skills format.
    COPY-PASTE FIX
    This is an **AI agent skill** designed to generate professional `.drawio` XML diagrams directly from natural language descriptions. It leverages the native draw.io desktop CLI for exports to PNG/SVG/PDF/JPG and can also visualize existing codebases (Python/JS-TS/Go/Rust) into auto-laid-out structure diagrams. Compatible with **Claude Code, Cursor, Copilot, OpenClaw, Codex, Hermes**, and any agent supporting the Agent Skills format.
  • mediumtopics#2
    Add more specific AI-related diagramming topics

    Why:

    CURRENT
    agent-skill, agent-skills, architecture-diagram, claude-code, claude-code-skill, claude-skills, diagram, drawio, erd, flowchart, openclaw, openclaw-skills, skill-md, skillsmp, uml
    COPY-PASTE FIX
    agent-skill, agent-skills, architecture-diagram, claude-code, claude-code-skill, claude-skills, diagram, drawio, erd, flowchart, openclaw, openclaw-skills, skill-md, skillsmp, uml, ai-diagram-generation, natural-language-diagrams, llm-diagrams, code-to-diagram
  • lowabout#3
    Add 'AI agent skill' to the repository description

    Why:

    CURRENT
    Generate draw.io diagrams from natural language — 6 presets, vision self-check + up to 5-round refinement, codebase-to-diagram, 10,000+ official shapes & 321 AI/LLM brand logos. Exports PNG/SVG/PDF/JPG.
    COPY-PASTE FIX
    An AI agent skill to generate draw.io diagrams from natural language — 6 presets, vision self-check + up to 5-round refinement, codebase-to-diagram, 10,000+ official shapes & 321 AI/LLM brand logos. Exports PNG/SVG/PDF/JPG.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface Agents365-ai/drawio-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PlantUML
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PlantUML · recommended 2×
  2. Mermaid Chart · recommended 1×
  3. Diagrams.net · recommended 1×
  4. ChatGPT · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    How can I generate professional architecture diagrams from natural language descriptions with AI?
    you: not recommended
    AI recommended (in order):
    1. Mermaid Chart
    2. Diagrams.net
    3. PlantUML
    4. ChatGPT
    5. Google Gemini
    6. Microsoft Copilot
    7. Whimsical AI
    8. Lucidchart
    9. AWS Application Composer
    10. OpenAI API
    11. Anthropic Claude

    AI recommended 11 alternatives but never named Agents365-ai/drawio-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can automatically visualize an existing codebase into a structured diagram?
    you: not recommended
    AI recommended (in order):
    1. Understand
    2. Sourcegraph
    3. CodeSee Maps
    4. PlantUML
    5. Graphviz
    6. Lattix LDM
    7. SonarQube

    AI recommended 7 alternatives but never named Agents365-ai/drawio-skill. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of Agents365-ai/drawio-skill?
    pass
    AI named Agents365-ai/drawio-skill explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts Agents365-ai/drawio-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Agents365-ai/drawio-skill explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo Agents365-ai/drawio-skill solve, and who is the primary audience?
    pass
    AI named Agents365-ai/drawio-skill explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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Agents365-ai/drawio-skill — RepoGEO report