noise-reduction
noise-reduction is a Memory stores & recall skill for AI agents, published by MattWenJun in the ClaWiser repository on GitHub. Skillspace rates noise-reduction C (78/100) and it passed the safety scan; the rating is based on static analysis only.
对话数据降噪（Noise Reduction）。诊断当前环境的噪声模式，编写降噪规则，验证降噪效果。 适用于：首次搭建降噪流程、新增聊天渠道后更新规则、记忆召回质量下降的排查——如果向量搜索搜不到应该搜到的内容，可能是对话数据里噪声太多、搜索结果不相关、记忆库里垃圾信息太多。 当用户表达类似意图时触发——不限于特定措辞。常见表达举例："降噪"、"清洗对话"、"noise reduction"、"信噪比"、"记忆力不行"、"搜不到东西"、"找不到过去的内容"、"搜索结果不相关"、"记忆乱七八糟"、"为什么搜出来的都不是我要的"、"对话记录太杂了"。
- Grade
- C
- Quality
- 78 / 100
- Safety
- Passed
- GitHub stars
- 65
Unproven: rated by static analysis only, not yet compared head-to-head.
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Our review
- Architecture
- 84 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
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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