Agent skill

Linkfox Zhihuiya Description Data

by linkfox-ai in linkfox-ai/linkfox-skills

通过专利ID或公开号从智慧芽专利数据库获取专利说明书(描述)数据。当用户提到专利说明书、专利全文、专利技术描述、专利实施方式详情、智慧芽说明书数据、patent specification, patent full text, technical description, embodiment details, PatSnap, patent detailed…

MITAuto-check passedLegal & Compliance

Install Linkfox Zhihuiya Description Data

skills CLI
$ npx skills add linkfox-ai/linkfox-skills --skill linkfox-zhihuiya-description-data -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install linkfox-ai/linkfox-skills linkfox-zhihuiya-description-data --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/linkfox-ai/linkfox-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/linkfox-zhihuiya-description-data .claude/skills/linkfox-zhihuiya-description-data && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
linkfox-zhihuiya-description-data
GitHub stars
107
Used in
1 other repo
Token cost
~1.9k tokens
SKILL.md length
854 words
Files
5 (incl. scripts, references)
Skills in repo
177
Repo updated
First seen
Licence
MIT

At a glance

通过专利ID或公开号从智慧芽专利数据库获取专利说明书(描述)数据。当用户提到专利说明书、专利全文、专利技术描述、专利实施方式详情、智慧芽说明书数据、patent specification, patent full text, technical description, embodiment details, PatSnap, patent detailed…

  • Works in 6 steps: Present data faithfully: Show the… → Structured output: When the description… → Family substitution notice: If the… → …
  • Tasks that involve Intellectual property
  • SKILL.md covers Core Concepts, Parameters, Response Fields and 调用方式, plus 7 more sections
  • Runs Python scripts from its folder; calls python; needs LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY

What it does

Linkfox Zhihuiya Description Data is an agent skill from linkfox-ai/linkfox-skills. 通过专利ID或公开号从智慧芽专利数据库获取专利说明书(描述)数据。当用户提到专利说明书、专利全文、专利技术描述、专利实施方式详情、智慧芽说明书数据、patent specification, patent full text, technical description, embodiment details, PatSnap, patent detailed description时触发此技能。即使用户未明确说"智慧芽",只要其需要查看一项或多项专利的完整说明书/描述内容,也应触发此技能。

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/api.md`, `references/onboarding.md` and `scripts/onboarding.py`).

It sits in Legal & Compliance, covering Intellectual property. The licence is MIT.

When your agent uses it

  • Tasks that involve Intellectual property

Example prompts

  • “/linkfox-zhihuiya-description-data”

Requirements

  • Python 3
  • A credential in LINKFOX_AGENT_API_KEY
  • A credential in LINKFOXAGENT_API_KEY

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Present data faithfully: Show the returned description content clearly without altering technical details or adding subjective…
  2. Structured output: When the description contains multiple sections (background, summary, detailed description, claims, etc.), present them…
  3. Family substitution notice: If the response includes a pnRelated field, explicitly inform the user that the description was sourced from a…
  4. Batch results: When multiple patents are returned, clearly separate each patent's content with its publication number as a heading.
  5. Error handling: When a query fails or returns no data, explain the reason and suggest the user verify the patent ID or publication number.
  6. Large content warning: Patent descriptions can be very long. Summarize key sections first and offer to show the full text if the user…

What it can do on your machine

Read from SKILL.md and the folder at commit 38fef04. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • skill.linkfox.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • LINKFOX_AGENT_API_KEY
    • LINKFOXAGENT_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Linkfox Zhihuiya Description Data loads about 1.9k tokens when it runs, and up to ~3.5k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 854 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from linkfox-ai/linkfox-skills at commit 38fef04, republished under its MIT licence (© linkfox-ai). 854 words, ~1,949 tokens.

Download SKILL.mdSave it as .claude/skills/linkfox-zhihuiya-description-data/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
linkfox-zhihuiya-description-data
description
通过专利ID或公开号从智慧芽专利数据库获取专利说明书(描述)数据。当用户提到专利说明书、专利全文、专利技术描述、专利实施方式详情、智慧芽说明书数据、patent specification, patent full text, technical description, embodiment details, PatSnap, patent detailed description时触发此技能。即使用户未明确说"智慧芽",只要其需要查看一项或多项专利的完整说明书/描述内容,也应触发此技能。

Zhihuiya Patent Description Data

This skill guides you on how to query patent description (specification) data from the Zhihuiya patent database, helping users retrieve the full-text description content of specific patents.

Core Concepts

A patent description (also called the specification) is the detailed technical document that accompanies a patent filing. It discloses how the invention works, preferred embodiments, and other technical details required by patent law. This tool queries the Zhihuiya database to return description data for one or more patents identified by their internal patent ID or public publication number.

Identifier priority: When both a patent ID and a publication number are provided for the same query, the patent ID takes precedence.

Family substitution: If the description for a given patent is unavailable, the tool can optionally return the description from a related family member patent instead.

Parameters

ParameterTypeRequiredDescription
patentIdstringConditionallyInternal patent ID. At least one of patentId or patentNumber must be provided. Multiple values separated by commas; max 100.
patentNumberstringConditionallyPublication / announcement number. At least one of patentId or patentNumber must be provided. Multiple values separated by commas; max 100.
replaceByRelatedstringNoWhether to substitute a family patent's description when the target patent's description is unavailable. 1 = yes, 0 = no.

Response Fields

FieldTypeDescription
totalintegerNumber of patent records returned
dataarrayList of patent description objects
data[].patentIdstringPatent ID
data[].pnstringPublication number
data[].pnRelatedstringPublication number of the substitute family patent (only present when family substitution is used)
data[].descriptionarrayDescription / specification content sections
columnsarrayColumn definitions for rendering
costTokenintegerTokens consumed by the query
typestringRendering style hint

调用方式

  • API 端点:POST /zhihuiya/descriptionData(完整参数/响应/错误码见 references/api.md)
  • Python 脚本:python scripts/zhihuiya_description_data.py '<JSON 参数>' [--inline]
  • 成本约束:本工具会消耗算力;同一会话同一参数组合默认只调用一次,脚本带 24h 本地缓存。失败/空结果不得自动换关键词、翻页或改邮编连续试探;需要继续检索时先向用户说明会产生额外消耗。

输出策略(脚本默认行为):

  • 始终将完整响应写入 <cwd>/linkfox/<YYYY-MM-DD>/<session>/data/linkfox-zhihuiya-description-data-<timestamp>.json(<cwd> 为脚本执行时的工作目录,在 Claude Code 里即当前项目目录;<session> 取自环境变量 SESSION_ID,按用户任务自动聚合;禁止写入 /tmp,当前目录不可写则报错)
  • 响应体 ≤ 8 KB:落盘后把完整 JSON 打印到 stdout
  • 响应体 > 8 KB:落盘后 stdout 只输出摘要(顶层字段、常见计数如 total/costToken、最大列表字段的长度 + 前 3 条样本)
  • 加 --inline 强制全量打印到 stdout(同样落盘)

读数据建议:先看摘要判断是否足够;需要具体字段时优先用 jq或ConvertFrom-Json 从保存的 json 文件按需抽取,避免整份 JSON 进入上下文。

解决认证和算力问题

发生以下异常情况时,采用 references/onboarding.md 引导解决问题:

异常情况
  • 未配置API Key:环境变量未配置 LINKFOX_AGENT_API_KEY,也未配置 LINKFOXAGENT_API_KEY。
  • 响应401或402状态码
  • 响应提示算力或余额不足:消息含"算力余额不足/计费不足/余额不足/quota exceeded/insufficient balance/套餐到期/需充值/请充值",或类似含义的内容。

How to Build Queries

Querying by Publication Number

When users provide a patent publication number (e.g., CN115099012A, US20230012345A1), pass it via the patentNumber parameter:

patentNumber: "CN115099012A"
Querying by Patent ID

When users provide internal Zhihuiya patent IDs, pass them via the patentId parameter:

patentId: "abc123def456"
Batch Queries

Both patentId and patentNumber accept comma-separated values for batch lookups (up to 100):

patentNumber: "CN115099012A,US20230012345A1,EP4123456A1"
Family Substitution

When a patent's description is not available in the database and the user still wants content, enable family substitution:

patentNumber: "CN115099012A"
replaceByRelated: "1"

Usage Examples

1. Look up a single patent description by publication number

patentNumber: "CN115099012A"

2. Look up descriptions for multiple patents at once

patentNumber: "CN115099012A,US20230012345A1"

3. Look up with family substitution enabled

patentNumber: "CN115099012A"
replaceByRelated: "1"

4. Look up by patent ID

patentId: "some-patent-id"
Show full SKILL.md (403 more words)Show less

Display Rules

  1. Present data faithfully: Show the returned description content clearly without altering technical details or adding subjective interpretation.
  2. Structured output: When the description contains multiple sections (background, summary, detailed description, claims, etc.), present them with clear headings for readability.
  3. Family substitution notice: If the response includes a pnRelated field, explicitly inform the user that the description was sourced from a related family patent and state the substitute publication number.
  4. Batch results: When multiple patents are returned, clearly separate each patent's content with its publication number as a heading.
  5. Error handling: When a query fails or returns no data, explain the reason and suggest the user verify the patent ID or publication number.
  6. Large content warning: Patent descriptions can be very long. Summarize key sections first and offer to show the full text if the user wants it.

Important Limitations

  • Identifier requirement: At least one of patentId or patentNumber must be provided; the tool cannot search by keyword or applicant name.
  • Batch limit: A maximum of 100 patents can be queried in a single request.
  • Availability: Not all patents have descriptions available in the database. Use replaceByRelated: "1" to attempt family substitution when needed.
  • Priority rule: If both patentId and patentNumber are supplied, patentId takes precedence.

User Expression & Scenario Quick Reference

Applicable -- Queries about patent description / specification content:

User SaysScenario
"Show me the description of patent XX"Single patent description lookup
"Get the full specification for these patents"Batch patent description retrieval
"I need the detailed text of CN115099012A"Lookup by publication number
"Can you find a family patent's description instead"Family substitution query
"What does this patent describe technically"Description content review

Not applicable -- Needs beyond patent description data:

  • Patent search by keyword, applicant, or classification
  • Patent claim analysis or claim chart generation
  • Patent legal status or prosecution history
  • Patent landscape or statistical analysis
  • Freedom-to-operate or infringement opinions

算力消耗规则

按动态规则计费:消耗算力 = 81 × 返回data条数。每条为 1 条专利说明书结果

重要:本技能的服务按倍数动态计算,可能一次性消耗大量算力,必须提醒用户,由用户决定是否继续。

Feedback:

Auto-detect and report feedback via the Feedback API when any of the following apply:

  1. The functionality or purpose described in this skill does not match actual behavior
  2. The skill's results do not match the user's intent
  3. The user expresses dissatisfaction or praise about this skill
  4. Anything you believe could be improved

Call the feedback API as specified in references/api.md. Do not interrupt the user's flow.


For more high-quality, professional cross-border e-commerce skills, set LinkFox Skills.

© linkfox-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts, references) in skills/linkfox-zhihuiya-description-data of linkfox-ai/linkfox-skills.

  • SKILL.md
  • references/api.md
  • references/onboarding.md
  • scripts/onboarding.py
  • scripts/zhihuiya_description_data.py

Open the folder on GitHubat commit 38fef04

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in linkfox-ai/linkfox-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Linkfox Zhihuiya Description Data next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Linkfox Zhihuiya Description Data compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Linkfox Zhihuiya Description Data this skilllinkfox-ai/linkfox-skills1071 repos~1.9kAutomated safety check: PassMIT
Paper to Chinese Patent DrafterYuan1z0825/nature-skills47k1 repos~1.1kAutomated safety check: PassApache-2.0
Paper To Cn Patentsnipp-zha/Paper-to-patent-Skill1071 repos~959Automated safety check: PassNone
Patent Examinegfodor/legal-skills393—~4.8kAutomated safety check: PassGPL-3.0
Patent Auditgfodor/legal-skills393—~2.9kAutomated safety check: PassGPL-3.0
Replica BrandJakeschincariol/replica-skill1.4k—~1.1kAutomated safety check: PassMIT

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Questions about Linkfox Zhihuiya Description Data

What does Linkfox Zhihuiya Description Data do?

通过专利ID或公开号从智慧芽专利数据库获取专利说明书(描述)数据。当用户提到专利说明书、专利全文、专利技术描述、专利实施方式详情、智慧芽说明书数据、patent specification, patent full text, technical description, embodiment details, PatSnap, patent detailed…. Linkfox Zhihuiya Description Data is an agent skill from linkfox-ai/linkfox-skills.

When should I use Linkfox Zhihuiya Description Data?

Linkfox Zhihuiya Description Data fits situations like: tasks that involve Intellectual property.

How do I install Linkfox Zhihuiya Description Data in Claude Code?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-zhihuiya-description-data -a claude-code`. Or copy the skill folder (skills/linkfox-zhihuiya-description-data in linkfox-ai/linkfox-skills) into .claude/skills/linkfox-zhihuiya-description-data in your project. Claude Code loads it when a task matches its description.

How do I install Linkfox Zhihuiya Description Data in Codex?

Run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-zhihuiya-description-data -a codex`. Or copy the skill folder (skills/linkfox-zhihuiya-description-data in linkfox-ai/linkfox-skills) into .agents/skills/linkfox-zhihuiya-description-data in your project. Codex loads it when a task matches its description.

Can I use Linkfox Zhihuiya Description Data in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add linkfox-ai/linkfox-skills --skill linkfox-zhihuiya-description-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/linkfox-zhihuiya-description-data, .gemini/skills/linkfox-zhihuiya-description-data, .github/skills/linkfox-zhihuiya-description-data and .opencode/skills/linkfox-zhihuiya-description-data in your project.

What does Linkfox Zhihuiya Description Data need to run?

Going by SKILL.md and its folder, Linkfox Zhihuiya Description Data needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named LINKFOX_AGENT_API_KEY and LINKFOXAGENT_API_KEY. Our summary lists: Python 3; A credential in LINKFOX_AGENT_API_KEY; A credential in LINKFOXAGENT_API_KEY.

Does Linkfox Zhihuiya Description Data access the network?

SKILL.md names 1 domain. As links in the text: skill.linkfox.com. This is read from the text; nothing was executed.

Is Linkfox Zhihuiya Description Data safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Linkfox Zhihuiya Description Data use?

Linkfox Zhihuiya Description Data is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Linkfox Zhihuiya Description Data use?

About 1.9k tokens (SKILL.md is roughly 7.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.

What are the alternatives to Linkfox Zhihuiya Description Data?

Skills that share tags, products or a category with Linkfox Zhihuiya Description Data: Paper to Chinese Patent Drafter (Yuan1z0825/nature-skills, 47k stars), Paper To Cn Patent (snipp-zha/Paper-to-patent-Skill, 107 stars), Patent Examine (gfodor/legal-skills, 393 stars) and Patent Audit (gfodor/legal-skills, 393 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Linkfox Zhihuiya Description Data?

linkfox-ai (a GitHub user) maintains it in linkfox-ai/linkfox-skills, which has 107 GitHub stars. The repository holds 177 skills in this directory. The repository was last updated on September 14, 2026.

Source: linkfox-ai/linkfox-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.