Diagram Generation

SkillProductivity

Lets your agent create self-contained HTML diagrams that visualize code changes, data flows, and architecture.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Diagram Generation skill

About this skill

Generate self-contained HTML architecture diagrams. Use when creating visual diagrams for PRs, task plans, or architectural explanations.

What this skill tells your AI

The instructions your AI receives, as published by comet-ml/opik in .agents/skills/diagram-generation/SKILL.md and read by ahel’s review.

Generate self-contained HTML diagrams that visualize code changes, data flows, and architecture decisions.

When to Use

  • Visualizing PR changes for code review
  • Explaining architectural decisions
  • Documenting data/request flows
  • Illustrating before/after comparisons

Output

  • Self-contained HTML file at {MAIN_REPO_ROOT}/diagrams/opik-{TICKET_NUMBER}-diagram.html — always resolved against the main repo root (via git rev-parse --git-common-dir), even when the session runs inside a worktree, so the file outlives the worktree
  • Includes "Copy as image" button for sharing in Slack, Jira, PR descriptions
  • Dark GitHub theme, semantic color coding, responsive layout

How to Generate

Follow the style guide in style-guide.md and use the HTML template in template.md.

Required Sections (pick what applies)

  1. Request / Data Flow — how data moves through layers
  2. Why This Approach — problem vs solution comparison
  3. Files Changed by Layer — grid of affected files grouped by component
  4. Key Design Decisions — numbered guards, trade-offs, or constraints

Section Selection

  • Bug fix: Focus on before/after flow, root cause, safety guards
  • New feature: Focus on data flow, architecture, files changed
  • Refactor: Focus on before/after architecture, files changed
  • Cross-component: Show all layers with connecting flows

Reference Files

  • style-guide.md — Semantic colors, box themes, section labels, flow patterns, architecture trees
  • template.md — Base HTML structure, copy-as-image script, section recipes

Common Gotchas

  • SRI hash on CDN scripts: The html2canvas <script> tag must include integrity and crossorigin attributes — see template.md for the current hash
  • Absolute paths for Playwright screenshots: Playwright saves relative to its own CWD, not the repo root — always use absolute paths when calling browser_take_screenshot
  • Max 4 sections: More than 4 sections makes diagrams too tall for screenshots and hard to scan visually
  • No raw diff content: Diagrams show high-level summaries (component names, file names, flow descriptions) — never embed verbatim diff hunks or Jira comments
  • toBlob can return null: The Canvas toBlob call in the copy-as-image script needs a null check — see template.md

Signals

GitHub stars
22k
Forks
2k
Last commit
Oct 2026

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Item type
skill
Key
diagram-generation-comet-ml
Source
github.com/comet-ml/opik