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nebflow-cache

100 / 100 · Low risk

Fine to try.

By MashiroKai/Nebflow (GitHub) · other · 10 stars · scanned at commit d75d72d

LLM provider prompt cache 命中率优化域知识——指标定义（cache_read/cache_write）、数据源（router 日志/usage-records 五维聚合）、已知事实（间隔悬崖衰减/107 网关低命中/冷启动路由/基线上下文精简）、排查方法（先量化再动手、前缀漂移假设检验）、system prompt 共享前缀维护纪律。Use when 排查命中率下降、分析 cache 指标、统一 system prompt 前缀、调保活/冷启动策略、精简基线上下文。

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'nebflow-cache' ] || [ -L ~/.agents/skills/'nebflow-cache' ]; then echo 'A skill folder named nebflow-cache already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/MashiroKai/Nebflow' "$d" && git -C "$d" checkout --quiet 'd75d72dfd6b0095f40c3b181899a437cd281cdd7' -- 'src/main/resources/seed/plugins/backend-dev/skills/nebflow-cache' && mkdir -p ~/.agents/skills && cp -R "$d"/'src/main/resources/seed/plugins/backend-dev/skills/nebflow-cache' ~/.agents/skills/'nebflow-cache' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'nebflow-cache' ~/.claude/skills/'nebflow-cache' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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