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/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/shouzhengai/cs146s_cn/docs-sync"><img src="https://agentmods.dev/badge/commands/shouzhengai/cs146s_cn/docs-sync.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 | $0.00203 |
| Opus 5.5 | $0.00000 | $0.00081 |
| Sonnet 5.5 | $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 1mo 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.
- 1mo 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 (1,690 stars, last pushed 19d 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.
Other commands, from other repositories
init
Initialize configurations for Supabase local development.
http-service
Build, review or debug a Bun HTTP service. Loads the http-service skill, then works the task through its workflow.
build
Discover an AI Gateway's models and MCP tools, retrieve a credential, and integrate them into your app — call a model, connect MCP tools, or scaffold a runnable agent.
api-contract-review
Review an API contract (shapes, errors, auth model) BEFORE implementation for naming, versioning, pagination, idempotency, and fit with existing endpoints. Use when designing or changing endpoints. Do not use when the API is already implemented (use review-hard or repo-consistency-sweep).
start-10-1
A guided lesson on setting up clasp, a command-line tool for managing Google Apps Script projects, and connecting it to Google’s Apps Script API.
fastapi
FastAPI application design and implementation conventions. Use this skill when building, updating, or reviewing FastAPI services, routers, dependencies, request/response schemas, streaming endpoints, or API tests. Trigger on FastAPI-specific work such as path operation design, dependency injection, response models…