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hiagent-cli

当用户想使用 HiAgent 观测(observe)能力(API Token、Trace Spans 查询)时,务必使用这个技能给出可直接执行的 cli-anything-hiagent observe 命令与排障步骤。

尤其适用于用户提到 agent-harness、cli_anything、--json、workspace-id、custom-app-id、VOLC_ACCESSKEY/VOLC_SECRETKEY、observe token、observe trace,以及希望用命令行(cli-anything-hiagent / python -m cli_anything.hiagent_sdk)。

trace-ai-process / trace-ai-history / alert-ai-process / RuleID / IsStream

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See how to install

Files included (7)

  • SKILL.md4.1 KB
  • evals/assertions.md976 B
  • evals/evals.json1.4 KB
  • references/observe-ai.md2.6 KB
  • references/observe.md2.8 KB
  • references/troubleshooting.md1.1 KB
  • scripts/smoke_test.py4.5 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

hiagent-cli

作用域

  • 用户提到以下任一关键词时优先使用本技能:
    • cli-anything-hiagent、cli_anything、agent-harness
    • hiagent、HiAgent、hi-agent
    • --json、workspace-id、custom-app-id
    • VOLC_ACCESSKEY、VOLC_SECRETKEY
    • observe、observe token、observe trace
    • trace-ai-process
    • trace-ai-history
    • alert-ai-process
    • RuleID
    • IsStream
    • AI 分析

本技能仅覆盖 cli-anything-hiagent observe ... 开头的命令;其他子命令不在范围内。

快速开始(环境准备)

1. 安装 CLI 工具

# 检查是否已安装,已经安装则跳过安装
which cli-anything-hiagent

# 安装方式
# 方式1: 通过仓库路径安装
pip install git+https://github.com/volcengine/hiagent-python-sdk.git@feat/skill#subdirectory=agent-harness

# 方式2: 本地开发安装
# 如果未下载仓库,先下载仓库
git clone https://github.com/volcengine/hiagent-python-sdk.git@feat/skill
# 到 hiagent-python-sdk 目录下执行以下命令
pip install -e agent-harness

2. 配置环境变量

# 优先使用环境变量,若未配置则使用配置文件
# 配置文件路径:~/.volc/.env(优先推荐) 或 ~/.volc/credentials 或 ~/.volc/config

# 必须配置(observe 模块强制要求)
export VOLC_ACCESSKEY="your_access_key"
export VOLC_SECRETKEY="your_secret_key"

常用命令速查

Observe 观测

# 生成 API Token
# --workspace-id 空间id,必填参数;
# --custom-app-id 自定义应用id,必填参数
cli-anything-hiagent observe token create --workspace-id your_workspace_id --custom-app-id your_custom_app_id
# 列出 Trace Spans, trace 详情
# 输出 JSON 格式,--workspace-id 必填参数,其他参数可选填
cli-anything-hiagent --json observe trace list \
  --workspace-id your_workspace_id \
  --page-size 10 \
  --sort-by StartTime \
  --sort-order Desc

Observe AI 分析

# 对一个或多个 TraceID 触发 AI 分析(默认 SSE 流式)
cli-anything-hiagent --json observe trace-ai-process \
  --workspace-id your_workspace_id \
  --trace-id your_trace_id
# 查询某 TraceID 的 AI 分析历史记录
cli-anything-hiagent --json observe trace-ai-history \
  --workspace-id your_workspace_id \
  --trace-id your_trace_id \
  --page-size 10
# 对一条告警规则触发 AI 分析
cli-anything-hiagent --json observe alert-ai-process \
  --workspace-id your_workspace_id \
  --rule-id your_rule_id

详细说明见 references/observe-ai.md。

全局参数

参数说明示例
--json输出 JSON 格式--json

排障指南

问题1: Volcengine credentials not found

原因: AK/SK 未配置或未读取到

解决:

# 检查环境变量
echo $VOLC_ACCESSKEY
echo $VOLC_SECRETKEY

# 重新设置
export VOLC_ACCESSKEY="your_new_key"
export VOLC_SECRETKEY="your_new_secret"

# 或写入 ~/.volc/.env

问题2: 命令找不到

原因: 未安装或不在 PATH

解决:

# 检查是否已安装,已经安装则跳过安装
which cli-anything-hiagent

# 安装方式
# 方式1: 通过仓库路径安装
pip install git+https://github.com/volcengine/hiagent-python-sdk.git@feat/skill#subdirectory=agent-harness

# 方式2: 本地开发安装
# 如果未下载仓库,先下载仓库
git clone https://github.com/volcengine/hiagent-python-sdk.git@feat/skill
# 到 hiagent-python-sdk 目录下执行以下命令
pip install -e agent-harness

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Command-line interface for HiAgent Python SDK - Observe service (API Token, Trace Spans) via CLI

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volcengine/hiagent-python-sdk29Updated Oct 9, 2026

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