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在 OpenClaw 中安装
/install qianfan-knowledgebase-search
功能描述
Search knowledge from Qianfan Knowledgebase. Use this when you need to retrieve information from user's private knowledge bases on Baidu Qianfan platform.
安全使用建议
This skill appears to do exactly what it says: run a local Python script that calls the Baidu Qianfan knowledgebase search API. Before installing, consider: (1) you must provide BAIDU_API_KEY — treat it as sensitive and prefer a key with minimized scope/permissions; (2) queries and returned content (including any sensitive KB data you request) will be transmitted to qianfan.baidubce.com, so ensure you trust Baidu Qianfan and the environment; (3) the skill will fail unless you provide knowledgebase IDs either in the request or via QIANFAN_KNOWLEDGEBASE_IDS env var — the registry and SKILL.md disagree on whether that env var is required; (4) publisher provenance is not shown (no homepage/source), so if you need stronger assurance, obtain the script directly from a trusted source or inspect it yourself (the included search.py is short and readable). If those points are acceptable, the skill is internally consistent.
功能分析
Type: OpenClaw Skill
Name: qianfan-knowledgebase-search
Version: 1.0.1
The skill is designed to search knowledge from Baidu Qianfan Knowledgebase. It correctly uses environment variables `BAIDU_API_KEY` and `QIANFAN_KNOWLEDGEBASE_IDS` as declared in `SKILL.md` and accesses them via `os.getenv` in `search.py`. The `search.py` script makes a single, specific POST request to `https://qianfan.baidubce.com/v2/knowledgebases/search`, which is consistent with its stated purpose. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts against the agent. All actions are clearly aligned with the skill's description.
能力评估
Purpose & Capability
Name/description match the implementation: the script performs POSTs to qianfan.baidubce.com to run knowledgebase searches. Declared binaries (python3) and primaryEnv (BAIDU_API_KEY) are appropriate for this purpose. Note: the package has no homepage/source listed in the registry metadata, so publisher provenance is not verifiable from the provided files.
Instruction Scope
SKILL.md instructs the agent to run search.py with a JSON request body. The script only reads the provided JSON, BAIDU_API_KEY, and optional QIANFAN_KNOWLEDGEBASE_IDS, constructs a request body, and posts to the Qianfan API. It does not access other files, system configs, or unrelated environment variables.
Install Mechanism
There is no install spec (instruction-only runtime plus a small Python script). No remote downloads or archive extraction are performed by the skill itself. Runtime requires python3 and the requests library (not declared, but typical for Python scripts); this is low-risk compared with arbitrary remote installs.
Credentials
Requested environment variables (BAIDU_API_KEY and QIANFAN_KNOWLEDGEBASE_IDS) are appropriate for the Qianfan API. However, there is a minor inconsistency: manifest lists QIANFAN_KNOWLEDGEBASE_IDS as required, SKILL.md marks it optional (used if not supplied in request). In practice the script requires either knowledgebase_ids in the request body or the QIANFAN_KNOWLEDGEBASE_IDS env var, otherwise it exits with an error. No unrelated credentials are requested.
Persistence & Privilege
always:false and the skill does not attempt to modify agent/system config or other skills. It runs only when invoked and sends queries to the Qianfan endpoint; no persistent privileged presence is requested.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install qianfan-knowledgebase-search - 安装完成后,直接呼叫该 Skill 的名称或使用
/qianfan-knowledgebase-search触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.1
- Documentation clean-up: Removed extra trailing whitespace from SKILL.md.
- No functional or user-facing changes in this release.
v1.0.0
Initial release of Qianfan Knowledgebase Search skill:
- Enables search and retrieval from Baidu Qianfan private knowledge bases.
- Supports semantic, full-text, hybrid search, and reranking with configurable parameters.
- Environment variable and request-based configuration for API keys and knowledgebase IDs.
- Returns structured results with chunk data, scores, and metadata.
- Provides detailed usage instructions and response structure documentation.
元数据
常见问题
Qianfan KnowledgeBase Search 是什么?
Search knowledge from Qianfan Knowledgebase. Use this when you need to retrieve information from user's private knowledge bases on Baidu Qianfan platform. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 1225 次。
如何安装 Qianfan KnowledgeBase Search?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install qianfan-knowledgebase-search」即可一键安装,无需额外配置。
Qianfan KnowledgeBase Search 是免费的吗?
是的,Qianfan KnowledgeBase Search 完全免费(开源免费),可自由下载、安装和使用。
Qianfan KnowledgeBase Search 支持哪些平台?
Qianfan KnowledgeBase Search 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Qianfan KnowledgeBase Search?
由 hannatao(@hannatao)开发并维护,当前版本 v1.0.1。
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