duplicate_fragment_cleaner

duplicate_fragment_cleaner is a Fine-tuning & training data skill for AI agents, published by cas-bigdatalab in the piflow repository on GitHub. Skillspace rates duplicate_fragment_cleaner D (63/100) and it passed the safety scan; the rating is based on static analysis only.

文本内部重复片段模糊清理工具。读取 JSONL 文本数据，按文本字段删除近似重复的段落、句子或连续片段，保留首次出现内容并输出清理后的样本。

Grade
D
Quality
63 / 100
Safety
Passed
GitHub stars
539

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 GitHubcas-bigdatalab/piflow

Our review

Architecture
91 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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