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 agents/modelstudioai/cli/telemetry-changegit clone --depth 1 https://github.com/modelstudioai/cliWhat 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 | $0.00000 | $0.02594 |
| Opus 5 | $0.00000 | $0.01297 |
| Sonnet 5 | $0.00000 | $0.00519 |
| Haiku 4.5 | $0.00000 | $0.00259 |
Grade A, and why
telemetry-change 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 yesterday.
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 — 166 lines — stays where its author put it; the contents beside it link to each section on GitHub.
埋点变更
触发条件
- 调整 AEM 命令事件、事件字段或参数 allowlist
- 调整
User-Agent、x-dashscope-source-config或其他后端渠道标识 - 新增鉴权域、请求网关或绕开统一 Client 的网络出口
- 排查命令量、成功率、版本、鉴权域或后端渠道数据不一致
当前数据流
三套鉴权对应三套请求域，但不代表三套网关使用相同的后端埋点。命令侧另有一套覆盖所有实际执行命令的 AEM 客户端事件，两者必须分开理解。
命令进入 run
├─ telemetryStage
│ ├─ ~/.bailian/telemetry.jsonl
│ └─ AEM(pid=bailian-cli-node, event name=命令路径)
│
└─ authStage
├─ apiKey → DashScope / 模型域
├─ console → Bailian Console Gateway
├─ openapi → 阿里云 OpenAPI
└─ none → 无凭证域；本地命令也仍有 AEM 命令事件
1. 三套鉴权与埋点标识
| 命令声明 | 凭证 / 请求域 | 主要请求出口 | 后端埋点标识 | 前端埋点标识（AEM） |
|---|---|---|---|---|
auth: "apiKey" |
API Key；DashScope / OpenAI-compatible 模型域 | Client.request/requestJson、McpClient、Managed Agent instrumented fetch、上传策略 |
有：User-Agent、x-dashscope-source-config |
有：pid=bailian-cli-node、authMethod=apiKey |
auth: "console" |
Console access token；Bailian Console Gateway | callConsoleGateway() → /cli/api.json |
无 | 有：pid=bailian-cli-node、authMethod=console |
auth: "openapi" |
AccessKey ID/Secret，可选 STS token；阿里云 OpenAPI | Client.openApiJson() |
有：x-dashscope-source-config |
有：pid=bailian-cli-node、authMethod=openapi |
auth: "none" |
无凭证域 | 本地逻辑或命令自行管理的登录/配置流程 | 无 | 有：pid=bailian-cli-node、authMethod=none |
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.
- yesterday First seen · 166 lines · 0 tokens per session scan A 0e3c2139b8ea
telemetry-change is an agent published in the GitHub repository modelstudioai/cli (320 stars, last pushed 4d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,594 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 2026-08-30.
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