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.
npx skills add alibaba/loongsuite-pilot --skill loongsuite-pilot-opsgit 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/skills/alibaba/loongsuite-pilot/loongsuite-pilot-ops)<a href="https://agentmods.dev/skills/alibaba/loongsuite-pilot/loongsuite-pilot-ops"><img src="https://agentmods.dev/badge/skills/alibaba/loongsuite-pilot/loongsuite-pilot-ops/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/skills/alibaba/loongsuite-pilot/loongsuite-pilot-ops"><img src="https://agentmods.dev/badge/skills/alibaba/loongsuite-pilot/loongsuite-pilot-ops.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 | $0.00169 | $0.03910 |
| Opus 5.5 | $0.00068 | $0.01564 |
| Sonnet 5.5 | $0.00034 | $0.00782 |
| Haiku 4.5 | $0.00017 | $0.00391 |
Grade C, and why
loongsuite-pilot-ops scanned grade C with 2 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 28d 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.7/install.sh | bash Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.7/install.sh | bash How it starts
The opening of the file, as written. The whole thing — 355 lines — stays where its author put it; the contents beside it link to each section on GitHub.
LoongSuite Pilot — 安装 / 配置 / 卸载
LoongSuite Pilot 是面向研发团队的 AI Coding 数据采集与效能评估工具,支持 Cursor、Qoder IDE/CLI、Claude Code、Codex 的数据自动采集与上报。
诊断排查请查阅
~/.loongsuite-pilot/skills/loongsuite-pilot-ops/references/diagnostics.md; 观测面板与运维手册请查阅~/.loongsuite-pilot/skills/loongsuite-pilot-ops/references/monitoring.md。 以上两个文件在 pilot 安装完成后自动写入本地,可直接打开阅读。
重要说明
所有命令必须在完整权限环境下执行(Shell 工具调用时设置
required_permissions: ["all"])。 沙箱环境下nvm、sudo及 PID 读取会受限,导致安装或诊断结果不可信。
1. 前置条件
- Node.js 必须能加载
node:sqlite(22.13+、23.4+ 或更新版本),必须通过 nvm 安装并使用 nvm 管理的 Node(安装nvm install 22,托管运行时为 22.22) - 支持 Mac / Linux 8U 开发机 / Linux ECS(Linux 需
sudo权限) - Linux 7U 开发机:需额外执行 glibc 兼容补丁(见第 5 节)
⚠️ 务必使用 nvm 的 Node,不要使用任何 Agent 自带的 Node 环境
部分 AI Coding Agent(例如 Codex、以及其他自带运行时的 CLI 工具)会在安装时 内置一份 Node,并可能把
node指向其私有目录(例如~/.codex/...或 Agent 自身安装目录下的版本)。这类 Node 仅供该 Agent 内部使用,用它安装 pilot 会导致依赖错乱、hook 失效等问题。安装前务必确认:which node # 路径应包含 .nvm,例如 ~/.nvm/versions/node/v22.x.x/bin/node node -v # 输出应 >= v22.13.0(或 23.4+ / 24+),以便加载 node:sqlite若
which node指向任一 Agent 的私有目录(如~/.codex/、Agent 安装目录等), 请先执行nvm use 22(或在新终端中确认nvm已加载)后再继续安装。
2. 安装
执行以下两步完成标准安装(Mac / Linux 8U / ECS):
# 步骤一:安装 nvm + Node.js(已有可加载 node:sqlite 的 node,即 22.13+ / 23.4+,可跳过)
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.7/install.sh | bash
nvm install 22
# 步骤二:安装 LoongSuite Pilot(将 <工号> 替换为 6 位员工号,含前导 0)
curl -fsSL https://aliyun-observability-release-cn-shanghai.oss-cn-shanghai.aliyuncs.com/loongsuite/loongsuite-pilot/loongsuite-pilot-installer-inner.sh \
| bash -s -- install --user.id <工号>
安装成功后验证:
~/.local/bin/loongsuite-pilot status
~/.local/bin/loongsuite-pilot info
# diagnostics 与 monitoring 参考文档已自动写入 loongsuite-pilot-ops/references/
ls -l ~/.loongsuite-pilot/skills/loongsuite-pilot-ops/references/
3. 自定义 Logstore(可选)
安装时或安装完成后,询问用户是否需要使用自定义 Logstore 上报数据。
What ships with it
18 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/claude-code-diagnostics.md 16 KB
- references/codex-diagnostics.md 9.4 KB
- references/cursor-diagnostics.md 11 KB
- references/diagnostics.md 5.3 KB
- references/monitoring.md 3.5 KB
- references/opencode-diagnostics.md 7.6 KB
- references/qoder-cn-diagnostics.md 10 KB
- references/qoder-diagnostics.md 17 KB
- references/qoder-jetbrains-diagnostics.md 11 KB
- references/qoder-work-cn-diagnostics.md 9.9 KB
- references/qoderwork-diagnostics.md 18 KB
- references/qwen-code-cli-diagnostics.md 11 KB
- references/service-diagnostics.md 12 KB
- references/sls-diagnostics.md 9.8 KB
- references/sqlite-diagnostics.md 13 KB
- references/updater-diagnostics.md 10 KB
- references/watchdog-diagnostics.md 8.9 KB
- references/wukong-diagnostics.md 10 KB
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.
- 28d ago Changed d1585193866c
- 2mo ago First seen · 355 lines · 169 tokens per session scan C d8adc26f8f1f
loongsuite-pilot-ops is a skill published in the GitHub repository alibaba/loongsuite-pilot (239 stars, last pushed yesterday), licensed Apache-2.0. It adds 169 tokens to every session and 3,910 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
loongsuite-pilot-ops compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| loongsuite-pilot-opsalibaba/loongsuite-pilot | Skill | 239 | yesterday | Apache-2.0 | C | 169 | Claude Code, Codex |
| autofix-prQwenLM/qwen-code | Skill | 29k | yesterday | Apache-2.0 | A | 141 | Claude Code |
| workflow-authoringQwenLM/qwen-code | Skill | 29k | yesterday | Apache-2.0 | A | 60 | Claude Code, Codex |
| stuckQwenLM/qwen-code | Skill | 29k | yesterday | Apache-2.0 | A | 57 | Claude Code |
| e2e-testingQwenLM/qwen-code | Skill | 29k | yesterday | Apache-2.0 | A | 94 | Claude Code, Codex |
| structured-debuggingQwenLM/qwen-code | Skill | 29k | yesterday | Apache-2.0 | A | 85 | Claude Code, Codex |
| batchQwenLM/qwen-code | Skill | 29k | yesterday | Apache-2.0 | A | 102 | Claude Code |