Borrowing it
Nothing to install: this file belongs to wanghao9610/STAR. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/wanghao9610/STAR/main/.agents/commands/star.zh-CN.mdgit clone --depth 1 https://github.com/wanghao9610/STARWrote 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/commands/wanghao9610/star/star.zh-cn)<a href="https://agentmods.dev/commands/wanghao9610/star/star.zh-cn"><img src="https://agentmods.dev/badge/commands/wanghao9610/star/star.zh-cn/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/commands/wanghao9610/star/star.zh-cn"><img src="https://agentmods.dev/badge/commands/wanghao9610/star/star.zh-cn.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 | $0.00000 | $0.00754 |
| Opus 5 | $0.00000 | $0.00377 |
| Sonnet 5 | $0.00000 | $0.00151 |
| Haiku 4.5 | $0.00000 | $0.00075 |
Grade A, and why
star.zh-CN 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 3d 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
路由 STAR 请求
本文件是
star.md的中文对照版。运行时路由以英文原文件为准。
使用下表把研究工作流请求准确路由到一个 STAR skill。
| Skill | 用途 | |
|---|---|---|
star-code-architect |
† | 建立或重组代码库，并编写 metds/codearc.md |
star-code-release |
† | 准备仓库发布材料；绝不实际发布 |
star-code-reviewer |
按规约及计划承诺审查代码 | |
star-env-builder |
根据 .env 构建并验证项目的 Python 运行时 |
|
star-expt-analyst |
按计划的完成标准判断一次运行的结果 | |
star-expt-digest |
汇总实验计划最近的进展 | |
star-flow-status |
展示计划树、进度和唯一的下一步行动 | |
star-idea-storm |
† | 把模糊兴趣收敛为经过评分并最终确定的研究主题 |
star-metd-summarize |
把已完成的计划树汇编成可用于论文的方法文档 | |
star-plan-coach |
† | 每次通过一个引导问题起草或重新打开研究计划 |
star-plan-decomposer |
† | 把完成的计划拆分成可执行的叶子子计划 |
star-plan-executor |
执行一个叶子子计划：规划、审批、编码并做轻量验证 | |
star-plan-reviser |
† | 逐项依据执行证据修订计划 |
star-proj-adopt |
† | 在不扰动现有项目的前提下把它纳入 STAR |
star-refs-reviewer |
建立逐论文笔记和已验证的 reference.bib |
标有 † 的七个 skill 只能显式调用，因为每个都控制一项属于研究者的决定。通用 /star 路由绝不直接启动它们：先请求明确确认，给出准确的 /star-<name> <argument> 命令，然后等待。任务明确匹配时，可以选择其余八个 skill。
请求若是"朝一个目标自主推进——计划树接下来需要什么就跑什么，直到达成"，不路由到单个 skill：给出准确的 /star-auto <目标> 命令，然后等待。由用户敲下它，正是让那次运行得以自行启动标记 skill 的授权（规约 §10.7）。
请求为空时选择 star-flow-status。否则，说明选中的 skill、选择它的一句话理由，并把原请求作为参数传入。未标记的 skill 应通过当前宿主的原生 skill 机制启动，并使用该宿主拥有的副本。如果两个 skill 同样合理，只问一个简洁问题，不要混合两者范围。绝不能绕过 skill，凭一般知识直接生成归它所有的产物。
状态、解释或仅评审的请求只授权对应交付物；路由时保留这个范围，不能因报告推荐就启动修复、实现、安装或其他会写入的后继。已有明确执行授权时，可在其目标与限制内接续（规约 §10.6）。
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.
- 3d ago Changed · +2 lines 78e7cd81d51f
- 11d ago First seen · 30 lines · 0 tokens per session scan A 91ff02ac1eab
star.zh-CN is a command published in the GitHub repository wanghao9610/STAR (52 stars, last pushed 3d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 754 tokens. 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 2026-08-30.
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