prompt-cache-optimizer

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By Treasoni/kaoyan (GitHub) · coding · 13 stars · scanned at commit 2d1ca8d

审计并优化 LLM 提示缓存命中率、输入 token、延迟与调用成本。用于用户要求“优化缓存命中”“降低 token 成本”“审计 LLM 调用”“提示词缓存优化”“优化 AI 调用费用”，或需要为可自动读取 API 调用指标的应用建立可观测性和固定回归样本时。

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

The author does not mention this. Expected for a coding skill.

Found in 2 places.

.agents/skills/prompt-cache-optimizer/SKILL.md, line 32bash scripts/prompt-cache-bootstrap.sh --check --platform both --target <target-project>
.agents/skills/prompt-cache-optimizer/SKILL.md, line 38bash scripts/prompt-cache-bootstrap.sh --apply --platform both --with-skill --target <target-project>

Other copies in this repository

Treasoni/kaoyan has 2 more folders with a skill named prompt-cache-optimizer. This page shows the lowest-scoring copy.

.agent-template-kits/backups/20260811T133656878405Z/.agents/skills/prompt-cache-optimizer 95/100 · Low risk
.agent-template-kits/backups/20260811T133656878405Z/.codebuddy/skills/prompt-cache-optimizer 95/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'prompt-cache-optimizer' ] || [ -L ~/.agents/skills/'prompt-cache-optimizer' ]; then echo 'A skill folder named prompt-cache-optimizer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Treasoni/kaoyan' "$d" && git -C "$d" checkout --quiet '2d1ca8d59f73216f0d827f24c383057ee37940d3' -- '.agents/skills/prompt-cache-optimizer' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/prompt-cache-optimizer' ~/.agents/skills/'prompt-cache-optimizer' && 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/'prompt-cache-optimizer' ~/.claude/skills/'prompt-cache-optimizer' (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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Score history

Date	Version	Score
2026-11-13	`2d1ca8d`	95
2026-11-08	`581285f`	95

Also found in

Identical copies of this skill exist at:

Treasoni/kaoyan/.claude/skills/prompt-cache-optimizer
Treasoni/kaoyan/.codebuddy/skills/prompt-cache-optimizer