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 skills/wolframresearch/agenttools/verifynpx skills add WolframResearch/AgentTools --skill verifygit clone --depth 1 https://github.com/WolframResearch/AgentToolsWhat 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 | $0.00030 | $0.00761 |
| Opus 5 | $0.00015 | $0.00380 |
| Sonnet 5 | $0.00006 | $0.00152 |
| Haiku 4.5 | $0.00003 | $0.00076 |
Grade A, and why
verify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 23 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Verifying AgentTools changes at runtime
Wolfram Language side (tools, server, UI results)
- Always set
WOLFRAMSCRIPT_KERNELPATH="C:/Program Files/Wolfram Research/Wolfram/15.0/wolfram.exe"(or newer). Plainwolframscriptmay pick an older kernel; AgentTools requires 15.0+, and under an older kernelPacletDirectoryLoad+Get["Wolfram`AgentTools`"]silently falls back to the installed Repository paclet — you exercise the wrong code. Confirm withFindFile["Wolfram`AgentTools`"]→ must resolve under the dev directory. - Load the dev paclet:
PacletDirectoryLoad["H:\\Documents\\AgentTools"]; Get["Wolfram`AgentTools`"]. - To drive a tool exactly as the MCP server dispatches it, call its registered
"Function"(see$defaultMCPTools[name]inKernel/Tools/*.wl) with the parsed-args association, e.g.Wolfram`AgentTools`Tools`WolframLanguageEvaluator`Private`evaluateWolframLanguage[<|"code" -> ...|>]. - To trigger the MCP Apps UI path (cloud-deployed notebook +
_meta.notebookUrl), first setWolfram`AgentTools`Common`$clientSupportsUI = Trueand be cloud-connected. Export the result withDeveloper`WriteRawJSONFile— it is the exact content/_meta payload a host forwards to a viewer. - For an A/B against pre-change behavior,
git worktree add <scratch>/head-copy HEADand pointPacletDirectoryLoadat the worktree in a second wolframscript run. Use a different input (the deploy target is content-hashed, same input overwrites the same cloud object). Remove the worktree afterwards.
MCP Apps viewers (Assets/Apps/*.html)
- All viewers speak the same iframe protocol: they send
ui/initialize(reply with{protocolVersion, hostInfo, hostContext}), then notifyui/notifications/initialized; after that, post{jsonrpc:"2.0", method:"ui/notifications/tool-result", params:{content, _meta}}into the iframe. - Harness that works: a
host.htmlthat iframes the viewer and plays the host role over postMessage + a no-dep node static server + Playwright (npm i playwrightlocally; chromium vianpx playwright install chromium). SetcolorScheme: "dark"on the browser context to reproduce dark-host bugs; the embed needs real network (unpkg CDN + wolframcloud.com) and takes 10–60 s. - The notebook embedder (
useShadowDOM: true) attaches an open shadow root to a wrapper<div>it creates inside the container, not to the container itself. Wait for embed completion by recursively searching open shadow roots for expected notebook text; read computed styles withgetComputedStyleon shadow-tree elements. - Playwright frame-picking gotcha: the host page URL carries the viewer filename in its query string, so match
f !== page.mainFrame()when locating the viewer frame. - Verified evidence to capture: computed
colorof shadow text leaves (dark-theme leak shows asrgb(224, 224, 224)), computedfont-family, and full-page screenshots.
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.
- 2d ago First seen · 23 lines · 30 tokens per session scan A fc7f3dd90cf6
verify is a skill published in the GitHub repository WolframResearch/AgentTools (82 stars, last pushed 6d ago), licensed MIT. It adds 30 tokens to every session and 761 once invoked, about $0.0002 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 2026-08-30.
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