REPOGEO REPORT · LITE
handsomestWei/patent-disclosure-skill
Default branch main · commit c4b843e2 · scanned 6/21/2026, 3:13:16 AM
GitHub: 2,734 stars · 379 forks
Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface handsomestWei/patent-disclosure-skill, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Clarify 'skill' context in README introduction
Why:
CURRENTThe current README introduction ends with the subtitle: > 从项目文档到**可交付的技术交底书**:专利点挖掘、**查新优先国知局公布公告站**、脱敏成文与自检闭环。
COPY-PASTE FIXAdd this sentence immediately after the subtitle: **Note:** This is a Python-based AgentSkill for automated Chinese patent disclosure generation, not a voice assistant or Alexa skill.
- hightopics#2Update repository topics for better categorization
Why:
CURRENTchinese, disclosure, patent, python, skill
COPY-PASTE FIXchinese, disclosure, patent, python, document-generation, intellectual-property, patent-drafting, prior-art-search
- mediumreadme#3Add a concise feature summary to the README introduction
Why:
CURRENTKey features are listed in a table further down the README.
COPY-PASTE FIXAdd a bulleted list after the introductory paragraph (and the clarification from the first action item): - Automates Chinese patent technical disclosure document generation from project files. - Integrates prior art search with CNIPA publications. - Generates editable Word documents with Mermaid diagrams.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- PatSnap · recommended 2×
- Python · recommended 1×
- spaCy · recommended 1×
- NLTK · recommended 1×
- OpenNMT-py · recommended 1×
- CATEGORY QUERYHow to automate generating Chinese patent technical disclosure documents from project files?you: not recommendedAI recommended (in order):
- Python
- spaCy
- NLTK
- OpenNMT-py
- Jinja2
- PatSnap
- IP.com
- Anaqua
- DeepL API
- Google Cloud Translation API
- Microsoft Translator API
- DocuSign Gen
- Conga Composer
- Salesforce Document Generation
- Pandoc
AI recommended 15 alternatives but never named handsomestWei/patent-disclosure-skill. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools help with prior art search on Chinese patent office publications?you: not recommendedAI recommended (in order):
- CNIPA Patent Search and Analysis System
- PatSnap
- Questel Orbit
- Derwent Innovation
- Google Patents
- Espacenet
AI recommended 6 alternatives but never named handsomestWei/patent-disclosure-skill. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of handsomestWei/patent-disclosure-skill?passAI did not name handsomestWei/patent-disclosure-skill — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts handsomestWei/patent-disclosure-skill in production, what risks or prerequisites should they evaluate first?passAI did not name handsomestWei/patent-disclosure-skill — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo handsomestWei/patent-disclosure-skill solve, and who is the primary audience?passAI did not name handsomestWei/patent-disclosure-skill — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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handsomestWei/patent-disclosure-skill — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite