smart-data-collection

smart-data-collection is a Data warehousing & modelling skill for AI agents, published by UnicomAI in the wanwu repository on GitHub. Skillspace rates smart-data-collection D (65/100) and it passed the safety scan; the rating is based on static analysis only.

智能数据采集技能，用于从图片或文档（PDF、Word、Excel）中提取结构化数据，基于知识网络完成字段映射，生成SQL并写入数据库。当用户提到"数据采集"、"从文档提取数据"、"图片转数据"、"数据导入"、"文档数据入库"、"批量数据提取"或需要从非结构化文件中提取结构化数据并存储时，自动使用此技能。

Grade
D
Quality
65 / 100
Safety
Passed
GitHub stars
2,560

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubUnicomAI/wanwu

Our review

Architecture
78 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 1 collections
Scope
Repo-internal: written for the repository it lives in. Uses wanwu platform's own internal ontology CLI and audit rule.

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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