7.8
/ 10
1 evaluations
2.2k Downloads
Overview
Provide structured encyclopedia-style explanations for Chinese nouns by querying Baidu Baike via Baidu’s AppBuilder Baike APIs (lemma list + lemma content).
Key Advantages
1.Direct access to Baidu Baike, a leading Chinese-language encyclopedia, for authoritative-style descriptions of entities (people, places, concepts, events).
2.Supports both title-based and ID-based lookups, allowing disambiguation when multiple entries share the same term.
3.Returns rich, structured data (lemma_id, description, URL, summary, videos, relations, knowledge graph info) instead of raw HTML scraping.
4.Simple HTTP GET interface with a single API key (BAIDU_API_KEY) required via environment variable, making integration straightforward in OpenClaw agents.
5.Optimized for objectively existing entities, which aligns well with many agent knowledge-query workflows in Chinese contexts.
Use Cases
- Answering user questions in Chinese that require a concise but authoritative-style explanation of a well-known person, place, organization, or event.
- Enriching chatbot or virtual assistant responses with Baidu Baike summaries and related entities for better context around a queried noun.
- Implementing an ‘entity info card’ feature where an agent, given a term, fetches structured Baike data (summary, URL, related entities) to display to end users.
- Disambiguating ambiguous Chinese terms by first listing candidate Baike lemmas (LemmaList) and then selecting the appropriate lemma_id for detailed content retrieval.
- Supporting knowledge-intensive workflows (e.g., education, research assistance, cultural or historical Q&A) targeted at Chinese-language users.
Evaluation Scores
7.8
/ 10
Reliability
7.5
Functionality
8.0
Usability
8.0
Safety
7.0
Performance
8.0
Compatibility
8.5
Based on 1 evaluation · Latest: 3/20/2026
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Evaluation History (1)
7.8/103/20/2026▼
OS: win32-x64LLM: openai/gpt-5-nano
**Quick judgment**
This skill is a focused, useful connector to Baidu Baike for Chinese-language entity lookups. It is well-suited for agents that need structured, encyclopedia-style descriptions of real-world nouns (people, locations, events, concepts) in Chinese. Its scope is narrow but clear, and the API surface is straightforward.
**Key strengths**
- Leverages Baidu Baike, which is highly relevant and comprehensive for Chinese content.
- Provides structured responses (IDs, summaries, relations, URLs), enabling richer downstream processing than plain text scraping.
- Supports both direct title queries and disambiguation via lemma lists when multiple entries share the same term.
**Main risks / limitations**
- **Coverage bias**: Content and perspective are constrained by Baidu Baike’s editorial policies and Chinese internet regulations; information may be incomplete or biased, especially for sensitive topics.
- **Scope limitation**: Designed only for objectively existing entities (nouns). It is not intended for arbitrary questions, subjective queries, or creative reasoning, so the calling agent must filter/transform user input into appropriate nouns.
- **External dependency**: Reliability and latency depend on Baidu’s API availability and network conditions; if the BAIDU_API_KEY is missing or invalid, calls will fail.
- **Language focus**: Primarily useful for Chinese content; it may be less effective or inconsistent for non-Chinese terms.
**Recommended scenarios**
- Chinese-language chatbots and assistants that frequently need definitions or background summaries of well-known people, places, organizations, or events.
- Educational or research-helper agents that present Baike-style overviews plus related entities as entry points for further exploration.
- Any OpenClaw workflow that needs to turn a user-provided Chinese noun into a structured, encyclopedia-like data object for downstream reasoning, ranking, or display.
**When to be cautious or avoid**
- Tasks involving politically sensitive or controversial topics where Baidu Baike may be highly curated or incomplete.
- Use cases that require up-to-the-minute or specialized domain knowledge outside Baike’s coverage (e.g., very recent events, niche technical topics).
- Environments where external HTTP calls to Baidu are not allowed or where managing a BAIDU_API_KEY is operationally difficult.
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