Skills Hub is a cross-platform desktop application for installing, organizing, updating, and syncing Agent Skills across AI coding tools. Developers use it to maintain one central skill library and distribute selected skills to tools such as Claude Code, Codex, Cursor, OpenCode, and Antigravity. Its catalogue instructions describe how to work with the managed skills.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add qufei1993/skills-hub --skill dsh-find-simplificationsgit clone --depth 1 https://github.com/qufei1993/skills-hubWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/qufei1993/skills-hub/dsh-find-simplifications)<a href="https://agentmods.dev/skills/qufei1993/skills-hub/dsh-find-simplifications"><img src="https://agentmods.dev/badge/skills/qufei1993/skills-hub/dsh-find-simplifications/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/qufei1993/skills-hub/dsh-find-simplifications"><img src="https://agentmods.dev/badge/skills/qufei1993/skills-hub/dsh-find-simplifications.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00042 | $0.00406 |
| Opus 5.5 | $0.00017 | $0.00162 |
| Sonnet 5.5 | $0.00008 | $0.00081 |
| Haiku 4.5 | $0.00004 | $0.00041 |
Grade A, and why
dsh-find-simplifications scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
在保留行为的前提下简化维护
阅读项目上下文和验证证据。涉及保留状态或资源负责方时读生命周期；涉及依赖方向、默认值或扩展点的实际必要性时读编码规范。
- 明确必须保持的行为：公开入口、受支持版本和数据、错误、顺序、取消，以及当前调用方。审查请求给出建议；实现请求可以落实有依据的简化。
- 追踪候选抽象、重复状态和兼容路径的实际提供方与调用方，包括动态注册、插件、反射和外部使用者。没有直接文本匹配，不能证明公开 API 无人使用。
- 优先移除多余的负责方、重复约束、不必要的状态转换或无用选项。解释减少了哪些维护责任。仅仅减少行数，可能掩盖职责或把复杂性转移给每个调用方。
- 用必须保留的行为要求评估一个具体、更小的设计。已发布数据或调用方需要适配器时保留它，不为猜测中的需求增加兼容逻辑。
- 需要实现时做聚焦改动，验证真实入口和边界情况。用独立断言比较输出、失败行为和生命周期。维护模型变化时更新其负责文档。
报告减少的维护责任、保留的行为、验证证据，以及阻止进一步简化的兼容约束。不顺带重写无关部分。
What ships with it
8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 17 lines · 42 tokens per session scan A 459ca45784de
dsh-find-simplifications is a skill published in the GitHub repository qufei1993/skills-hub (1,861 stars, last pushed 5d ago), licensed MIT. It adds 42 tokens to every session and 406 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-31.
dsh-find-simplifications compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| dsh-find-simplificationsqufei1993/skills-hub | Skill | 1.9k | 5d ago | MIT | A | 42 | Codex |
| agentbro-pr-mergeshirenchuang/agentbro | Skill | 166 | 1mo ago | Apache-2.0 | A | 38 | Claude Code, Codex |
| architect-boundary-reviewjoinwell52-AI/CodeFlowMu-open | Skill | 2 | 2mo ago | MIT | A | 52 | Claude Code, Codex |
| tm-review-routingjoinwell52-AI/CodeFlowMu-open | Skill | 2 | 2mo ago | MIT | A | 48 | Claude Code, Codex |
| eval-observation-writingjoinwell52-AI/CodeFlowMu-open | Skill | 2 | 2mo ago | MIT | A | 46 | Claude Code, Codex |
| eval-risk-gap-analysisjoinwell52-AI/CodeFlowMu-open | Skill | 2 | 2mo ago | MIT | A | 40 | Claude Code, Codex |
| go-testingGentleman-Programming/gentle-ai | Skill | 8.4k | yesterday | MIT | A | 26 | Claude Code, Codex |