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 agentmods add instructions/ahmadsl/chartpane/claude-mdgit clone --depth 1 https://github.com/ahmadsl/chartpaneWrote 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/instructions/ahmadsl/chartpane/claude-md)<a href="https://agentmods.dev/instructions/ahmadsl/chartpane/claude-md"><img src="https://agentmods.dev/badge/instructions/ahmadsl/chartpane/claude-md.svg" alt="Measured on agentmods" 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 | $0.02443 | $0.02443 |
| Opus 5 | $0.01222 | $0.01222 |
| Sonnet 5 | $0.00489 | $0.00489 |
| Haiku 4.5 | $0.00244 | $0.00244 |
Grade A, and why
chartpane CLAUDE.md 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 4d 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 — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Commands
npm run build # Type-check (tsc --noEmit) + bundle UI into dist/mcp-app.html
npm start # wrangler dev + vite build --watch (port 8787)
npm run dev # wrangler dev + sandbox dev server (localhost:3456)
npm run deploy # Deploy to Cloudflare Workers
npm test # Run all tests (vitest)
npm run test:watch # Run tests in watch mode
# Run a single test file
npx vitest run tests/unit/config.test.ts
# Run tests matching a name pattern
npx vitest run -t "scatter"
Architecture
MCP App that renders Chart.js charts inline in Claude's UI. Two tools: render_chart (single chart) and render_dashboard (multi-chart grid).
Data Flow
Claude tool call → server.ts (validate, pass through ChartInput as structuredContent)
→ mcp-app.ts (ontoolresult) → buildChartConfig() → Chart.js renders to canvas
The server is intentionally thin — it validates input and returns the raw ChartInput as structuredContent. All Chart.js config transformation happens browser-side in shared/config.ts.
Module Layout
server.ts— MCP server factory:createServer(options: ServerOptions)withhtmlLoaderandonLogparams. Platform-agnostic (nofs/path/url). Tool registration viaregisterAppTool/registerAppResource.worker.ts— Cloudflare Workers entry point:createMcpHandlerfromagents/mcpwithapiRoute: "/mcp",ASSETSbinding for static HTML,DBbinding for D1 request logging, andnormalizeResourceParam()workaround for OAuthProvider audience bug.auth-handler.ts— Hono app with/authorize(GET/POST) and/callbackroutes for Google OAuth via@cloudflare/workers-oauth-provider. Usesworkers-oauth-utils.tsfor CSRF, state management, consent dialog.workers-oauth-utils.ts— OAuth utilities: CSRF protection, KV-backed state, cookie signing, consent dialog HTML. Workers-only (usescrypto.subtle.timingSafeEqual).src/mcp-app.ts— Browser-side UI:Appfrom@modelcontextprotocol/ext-apps,ontoolresult/ontoolinput/onhostcontextchangedhandlers, Chart.js rendering.shared/— Pure modules imported by both server and UI:types.ts— Zod schemas (ChartInput, DashboardInput, RenderResult)validation.ts— Schema parsing + business rules (scatter needs{x,y}, pie max 1 dataset, etc.)config.ts—buildChartConfig()transforms ChartInput → Chart.js ChartConfigurationcolors.ts— 12-color palette; per-slice for pie/doughnut, per-dataset for othersgrid.ts—calculateColumns()for dashboard layout
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.
- 4d ago First seen · 112 lines · 2,443 tokens per session scan A 87747604db76
chartpane CLAUDE.md is an instructions file published in the GitHub repository ahmadsl/chartpane (1 stars, last pushed 6mo ago), licensed MIT. It adds 2,443 tokens to every session, about $0.0122 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 2026-08-31.
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AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
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AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
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vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.