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.
git clone --depth 1 https://github.com/xiaojiou176-open/multi-ai-panelWrote 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/commands/xiaojiou176-open/multi-ai-panel/agentganggang)<a href="https://agentmods.dev/commands/xiaojiou176-open/multi-ai-panel/agentganggang"><img src="https://agentmods.dev/badge/commands/xiaojiou176-open/multi-ai-panel/agentganggang/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/xiaojiou176-open/multi-ai-panel/agentganggang"><img src="https://agentmods.dev/badge/commands/xiaojiou176-open/multi-ai-panel/agentganggang.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00000 | $0.00194 |
| Opus 5 | $0.00000 | $0.00097 |
| Sonnet 5 | $0.00000 | $0.00039 |
| Haiku 4.5 | $0.00000 | $0.00019 |
Grade A, and why
agentganggang 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 12d 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.
What it actually says
MultiAiPanel
Use MultiAiPanel when you want Claude Code to compare one prompt across multiple supported AI chat tabs through the local MultiAiPanel MCP surface.
Smallest useful flow
multi-ai-panel.bridge_statusmulti-ai-panel.check_readinessmulti-ai-panel.compare
Preferred full flow
multi-ai-panel.bridge_statusmulti-ai-panel.check_readinessmulti-ai-panel.comparemulti-ai-panel.analyze_comparemulti-ai-panel.run_workflowmulti-ai-panel.get_workflow_runmulti-ai-panel.list_workflow_runsmulti-ai-panel.resume_workflow
Boundary
- MultiAiPanel remains the compare-first browser workspace.
- Claude Code remains the outer coding loop.
- This bundle assumes Claude Code already knows how to launch the local MultiAiPanel MCP server.
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.
- 12d ago First seen · 29 lines · 0 tokens per session scan A a218e93d42c2
agentganggang is a command published in the GitHub repository xiaojiou176-open/multi-ai-panel (2 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 194 tokens. 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.
Other commands, from other repositories
extension-publish
Prepare an extension for store submission (Chrome Web Store, Firefox Add-ons).
extension-debug
Debug a running extension, inspect DOM, console, content script injection.
extension
Create, develop, or build a browser extension with extension.dev.
check-browser
Use Real Browser MCP to check what's currently showing in my browser.
qa
Dispatch a verifiable browser task to the qa-tester subagent. Use for regression checks, smoke tests, and any task with a clean pass/fail outcome. Supports an EXHAUSTIVE mode that verifies every control behind an honesty gate.
extension-add
Add a feature surface (sidebar, popup, content script, etc.) to an existing extension.