LoongSuite Pilot is a local telemetry collector that gathers activity from AI coding agents, converts their different records into a shared event format, and exports the data to selected destinations. Development teams use it to inspect agent usage, token consumption, sessions, tools, traces, and security-sensitive data. Its catalogue add-ons support working with and configuring the collector for coding-agent telemetry.
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/alibaba/loongsuite-pilotWrote 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/alibaba/loongsuite-pilot/agentloop-audit-dashboard)<a href="https://agentmods.dev/commands/alibaba/loongsuite-pilot/agentloop-audit-dashboard"><img src="https://agentmods.dev/badge/commands/alibaba/loongsuite-pilot/agentloop-audit-dashboard/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/alibaba/loongsuite-pilot/agentloop-audit-dashboard"><img src="https://agentmods.dev/badge/commands/alibaba/loongsuite-pilot/agentloop-audit-dashboard.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 | $0.00021 | $0.00168 |
| Opus 5.5 | $0.00008 | $0.00067 |
| Sonnet 5.5 | $0.00004 | $0.00034 |
| Haiku 4.5 | $0.00002 | $0.00017 |
Grade A, and why
agentloop-audit-dashboard 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 today.
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
生成报表
用户要报表、报告、大盘或 HTML 预览时使用。
按 agentloop-audit-dashboard 技能执行，在插件根目录执行。该技能已经完备：从这次对话推测用户要放的，用它的 schema 和示例里已有的能力写成 spec，再生成 dashboard JSON 并预览。不要在这里另写页面规则，也不要直接渲染 examples 里的文件。成功后给出可点击的 HTML 文件链接，并说明用浏览器打开。用户确认预览之前，不要发布到 SLS 或 AgentLoop。
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.
- today First seen · 10 lines · 21 tokens per session scan A 3ebf15d658f4
agentloop-audit-dashboard is a command published in the GitHub repository alibaba/loongsuite-pilot (239 stars, last pushed yesterday), licensed Apache-2.0. It adds 21 tokens to every session and 168 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-11-06.
agentloop-audit-dashboard compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| agentloop-audit-dashboardalibaba/loongsuite-pilot | Command | 239 | yesterday | Apache-2.0 | A | 21 | Claude Code |
| atomic-helpdamusix/atomic-claude | Command | 115 | 4d ago | MIT | A | 57 | Claude Code |
| atomic-plandamusix/atomic-claude | Command | 115 | 4d ago | MIT | A | 54 | Claude Code |
| follow-updamusix/atomic-claude | Command | 115 | 4d ago | MIT | A | 0 | Claude Code |
| documentationdamusix/atomic-claude | Command | 115 | 4d ago | MIT | A | 0 | Claude Code |
| watch-cidamusix/atomic-claude | Command | 115 | 4d ago | MIT | A | 69 | Claude Code |
| review-branchdamusix/atomic-claude | Command | 115 | 4d ago | MIT | A | 35 | Claude Code |