volcengine-knowledge-search SKILL.md skillA
volcengine-knowledge-search from volcengine/volcengine-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add volcengine/volcengine-agent-toolkit/volcengine-knowledge-search@git:20260915.9c86642Pins git:20260915.9c86642 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- volcengine/volcengine-agent-toolkit
- Path
plugins/volcengine-core/skills/volcengine-knowledge-search/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260915.9c86642, committed Sep 15, 2026
- First version recorded
- Aug 10, 2026
- Size
- 8,824 bytes
- Repository stars
- 26
- License
- MIT
使用 ve docs search/fetch 检索火山引擎官方文档并获取全文。Use when 用户咨询火山引擎产品的概念、用法、计费规则、部署步骤、最佳实践或服务条款，或提供 www.volcengine.com/docs/、docs.volcengine.com/docs/ 链接需要阅读正文时。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# volcengine-knowledge-search 火山引擎文档检索 通过 `ve docs search` 检索官方文档，通过 `ve docs fetch` 获取正文。请求、响应解析、正文清洗和分页由 CLI 处理；本 skill 负责场景判断、query 改写、二次检索和来源引用。 ## CLI 调用约定 执行 `ve` 前，遵循 `volcengine-cli` 的 [调用方标识规则](../volcengine-cli/SKILL.md#agent-caller-metadata-mandatory)。每次调用都必须在进程环境中携带： - `VE_CALLER_TYPE=ai_agent`。 - `VE_CALLER_NAME`：由 Agent 根据当前实际宿主环境确定，不使用固定默认值。 - `VE_SKILL_NAME`：取当前执行操作的 skill 的 frontmatter `name`。本 skill 执行文档检索或正文读取时，该值为 `volcengine-knowledge-search`；引用 CLI 的调用规则不改变操作所属 skill。 该要求覆盖 `--help` 检查、首次检索、改写后的检索、正文读取、分页续读及重试。每次工具调用可能启动新的 shell，必须重新传入三项变量，不依赖上一次的 `export`。下面示例中的 `<agent-id>` 与 `<current-volcengine-skill>` 均由 Agent 根据当前环境和 skill 元数据替换，不得原样传入。这些变量仅用于调用来源标识，不改变公开文档命令无需登录的约定。 ## 准备 首次使用时确认本机具备两个子命令： ```bash VE_CALLER_TYPE=ai_agent VE_CALLER_NAME="<agent-id>" VE_SKILL_NAME="<current-volcengine-skill>" \ ve docs search --help VE_CALLER_TYPE=ai_agent VE_CALLER_NAME="<agent-id>" VE_SKILL_NAME="<current-volcengine-skill>" \ ve docs fetch --help ``` 若 `ve` 未安装或缺少子命令，加载 `volcengine-cli` skill，按其「Install or upgrade the ve CLI」章节安装最新版，再检查能力。文档命令访问公开服务，**无需登录、AK/SK、profile 或地域配置**；安装后直接使用，无需执行资源管理的身份初始化流程。 ## 选择流程 1. **用户提供具体文章链接**：直接 `fetch`，读取与问题相关的正文。 …
Read the whole file at its exact version.
How to install
mdr add volcengine/volcengine-agent-toolkit/volcengine-knowledge-search@sha256:d8a5d623dfbc47a7The line at the top of this page pins the label git:20260915.9c86642, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_br2ksg6srmksdu7s)
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Versions
The registry has recorded 3 versions of this file, between Aug 10, 2026 and Sep 15, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260915.9c86642 latest | 2026-09-15 | 9c86642 | 8,824 B | A | view · diff |
| git:20260907.d15b8eb | 2026-09-07 | d15b8eb | 6,312 B | A | view · diff |
| git:20260810.b6aad39 | 2026-08-10 | b6aad39 | 11,906 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8824 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
volcengine/volcengine-agent-toolkit · 26 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_br2ksg6srmksdu7s GET https://markdownregistry.com/api/v1/resolve?ref=volcengine/volcengine-agent-toolkit/volcengine-knowledge-search GET https://markdownregistry.com/api/v1/blob/d8a5d623dfbc47a792fbf6c6cbcd6700b27b4a668392ff9e679be8c3ea9e0510
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.