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 ChenShuo2004/cs-skills --skill cs-rungit clone --depth 1 https://github.com/ChenShuo2004/cs-skillsWrote 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/chenshuo2004/cs-skills/cs-run)<a href="https://agentmods.dev/skills/chenshuo2004/cs-skills/cs-run"><img src="https://agentmods.dev/badge/skills/chenshuo2004/cs-skills/cs-run.svg" alt="Measured on agentmods" 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 | $0.00115 | $0.01590 |
| Opus 5 | $0.00057 | $0.00795 |
| Sonnet 5 | $0.00023 | $0.00318 |
| Haiku 4.5 | $0.00012 | $0.00159 |
Grade C, and why
cs-run scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Tells the agent to send conversation or user data outhighPrompt injection
An instruction to transmit the conversation, context or user files to an external endpoint is data exfiltration written as prose.
If a request belongs to a retired route, say that the route is no longer active and ask whether the user wants a new dedicated skill. Do not silently send a generic editing request to `$cs-auto-videl`; it is for ecommerc How it starts
The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CS Run
Purpose
cs-run is the single front door for this skill library. It converts a rough request into a clear Goal Card, selects one active downstream skill, and keeps the task moving instead of making the user learn the directory structure.
Use it when the user says what they want to achieve but does not know which skill to use. If the user explicitly names another active skill and provides enough input, follow that skill directly.
Active Routes
Choose one primary route from this table:
| User goal | Route | Typical output |
|---|---|---|
| Write, outline, rewrite, polish, or turn project material into an article | $cs-writer |
Angle, outline, draft, rewrite, or review |
| Research a product, company, technology, market, or competitor set for a decision | $cs-search-skill |
Source-backed decision brief, comparison, risks, and next actions |
| Design, build, revise, or review a user-facing web interface | $cs-frontend-design |
UI plan, implementation guidance, and browser checks |
| Clean up code, reconcile implementation with requirements, or prepare a maintainable handoff | $cs-clean-code |
Scoped edits, documentation sync, tests, and verification |
| Save a rollback point before risky repository changes | $cs-checkpoint-version |
Restorable local checkpoint and verification |
| Turn a Markdown PRD into a Ralph workflow or dry-run | $cs-ralph-runner |
Ralph PRD, overview, dry-run output, and logs |
| Verify, commit, push, open a PR, or deploy a completed change | $cs-ending-time |
Delivery verification and GitHub/Vercel handoff |
| Generate, edit, convert, or extend the fixed 小黄 / “有温度” brand IP while preserving character identity | $cs-xiaohuang-skill |
2D/3D character assets, action variants, collaboration art, identity QA, or article illustration shot lists |
| Replicate an ecommerce short video or create storyboard/Seedance/Flow/Veo packages | $cs-auto-videl |
Storyboards, prompts, generation package, and QC |
| 将单个或一批内容想法收敛为 ChatCut 短视频，或了解从策划到成片的上手流程 | $cs-chatcut |
选题排序、中文口播稿、素材清单、Motion Graphics、声音方向、逐镜头表和操作指南 |
| 把真实网页做成 30–60 秒产品演示宣传片 | $cs-web-promo-film |
Remotion 工程、无音轨 mp4、可选口播稿 |
| The user has not described a usable goal yet | $cs-run |
Goal Card and the smallest useful questions |
What ships with it
1 file 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.
- 4d ago Changed · +1 lines 7efc44240cd0
- 8d ago First seen · 97 lines · 115 tokens per session scan C 5584fb2973d2
cs-run is a skill published in the GitHub repository ChenShuo2004/cs-skills (141 stars, last pushed 5d ago), licensed MIT. It adds 115 tokens to every session and 1,590 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it C with 1 finding (tells the agent to send conversation or user data out). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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