Home / Skills / context-compression
context-compression
上下文膨胀、工具结果撑爆窗口、Agent 决策质量随轮次下降时使用——上下文压缩的三个动机（长度成本、思考质量、上下文焦虑）、压缩即检索的机制、六种压缩策略实测数据、生产级五层分层压缩、四条设计原则，以及用子 Agent 隔离代替压缩。
Why this score
This repo hosts 10 skills, so its 54,962 stars are split between them (about 5,496 each) for scoring.
Popularity score: 88/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit dbc046eb896a, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onecontext-compression bojieli/ai-agent-book · Skill | 88 | ★ 55k | ≈35 always | 27d ago |
| cli-compression diegosouzapw/OmniRoute · Skill Both about compression | 90 | ★ 79k | ≈45 always | 16d ago |
| semantic-compression can1357/oh-my-pi · Skill Both about compression | 91 | ★ 36k | ≈105 always | 16d ago |
| model-compression-exploration apple/coreai-models · Skill Both about compression | 78 | ★ 2.2k | ≈153 always | 16d ago |
| 3dgs-compression-deploy jaccen/Awesome-Gaussian-Skills · Skill Both about compression | 61 | ★ 164 | ≈132 always | 16d ago |