CS146S_CN is a Chinese-language, hands-on course about developing software with coding agents, including agent skills, MCP, specification-driven development, testing, deployment, and software-factory practices. It is for programmers learning how to design and use agent-assisted development workflows. The catalogue entries are commands associated with the course.
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.
git clone --depth 1 https://github.com/ShouZhengAI/CS146S_CNWrote 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/shouzhengai/cs146s_cn/docs-sync)<a href="https://agentmods.dev/commands/shouzhengai/cs146s_cn/docs-sync"><img src="https://agentmods.dev/badge/commands/shouzhengai/cs146s_cn/docs-sync.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 | $0.00000 | $0.00203 |
| Opus 5 | $0.00000 | $0.00102 |
| Sonnet 5 | $0.00000 | $0.00041 |
| Haiku 4.5 | $0.00000 | $0.00020 |
Grade A, and why
docs-sync 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
Synchronize API documentation
Synchronize docs/API.md with the FastAPI OpenAPI document. $ARGUMENTS may contain a server base URL; default to http://127.0.0.1:8000.
- Read the routers and schemas under
backend/app/and the currentdocs/API.md. - Fetch
$ARGUMENTS/openapi.json(or the default URL). If the server is unavailable, ask the user to runmake run; do not invent schema fields. - Compare every OpenAPI path, method, status code, parameter, request body, and response model with the documentation.
- Update only
docs/API.md, preserving its concise endpoint-table format and adding validation/error behavior. - Fetch OpenAPI once more and report a diff-style summary: added, changed, removed, and remaining drift.
The operation must be idempotent. Never edit generated OpenAPI JSON, application code, or delete hand-written safety notes.
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 · 11 lines · 0 tokens per session scan A 5fe279429f44
docs-sync is a command published in the GitHub repository ShouZhengAI/CS146S_CN (1,545 stars, last pushed 6d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 203 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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