Vibe Coding is a Chinese-language guide to developing software through structured collaboration with AI, covering planning, architecture, implementation, debugging, and iteration. It is intended for developers who want to turn ideas into software while keeping AI-assisted work organized. The catalogue contains skills and an instruction related to this workflow.
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 agentmods add skills/2025emma/vibe-coding-cn/polymarketnpx skills add 2025Emma/vibe-coding-cn --skill polymarketgit clone --depth 1 https://github.com/2025Emma/vibe-coding-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/skills/2025emma/vibe-coding-cn/polymarket)<a href="https://agentmods.dev/skills/2025emma/vibe-coding-cn/polymarket"><img src="https://agentmods.dev/badge/skills/2025emma/vibe-coding-cn/polymarket.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 | $0.01443 |
| Opus 5 | $0.00000 | $0.00722 |
| Sonnet 5 | $0.00000 | $0.00289 |
| Haiku 4.5 | $0.00000 | $0.00144 |
Grade A, and why
polymarket 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 6d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- polymarket — 98% identical, 1 lines differ
How it starts
The opening of the file, as written. The whole thing — 235 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TRANSLATED CONTENT:
name: polymarket description: Comprehensive Polymarket skill covering prediction markets, API, trading, market data, and real-time WebSocket data streaming. Build applications with Polymarket services, monitor live trades, and integrate market predictions.
Polymarket Comprehensive Skill
Complete assistance with Polymarket development - covering the full platform (API, trading, market data) and the real-time data streaming client (WebSocket subscriptions for live market activity).
When to Use This Skill
This skill should be triggered when:
Platform & API:
- Working with Polymarket prediction markets
- Using Polymarket API for market data
- Implementing trading strategies
- Building applications with Polymarket services
- Learning Polymarket best practices
Real-Time Data Streaming:
- Connecting to Polymarket's WebSocket service
- Building prediction market monitoring tools
- Processing live trades, orders, and market updates
- Monitoring market comments and social reactions
- Tracking RFQ (Request for Quote) activity
- Integrating crypto price feeds
Quick Reference
Real-Time Data Client Setup
Installation:
npm install @polymarket/real-time-data-client
Basic Usage:
import { RealTimeDataClient } from "@polymarket/real-time-data-client";
const onMessage = (message: Message): void => {
console.log(message.topic, message.type, message.payload);
};
const onConnect = (client: RealTimeDataClient): void => {
client.subscribe({
subscriptions: [{
topic: "activity",
type: "trades"
}]
});
};
new RealTimeDataClient({ onMessage, onConnect }).connect();
Supported WebSocket Topics
1. Activity (activity)
trades- Completed tradesorders_matched- Order matching events- Filters:
{"event_slug":"string"}OR{"market_slug":"string"}
2. Comments (comments)
comment_created,comment_removedreaction_created,reaction_removed- Filters:
{"parentEntityID":number,"parentEntityType":"Event"}
What ships with it
11 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.
- references/api.md 20 KB
- references/getting_started.md 23 KB
- references/guides.md 7.6 KB
- references/index.md 692 B
- references/learn.md 74 KB
- references/llms-full.md 231 KB
- references/llms.md 14 KB
- references/other.md 23 KB
- references/README.md 25 KB
- references/realtime-client.md 25 KB
- references/trading.md 51 KB
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.
- 6d ago First seen · 235 lines · 0 tokens per session scan A b78651d2f325
polymarket is a skill published in the GitHub repository 2025Emma/vibe-coding-cn (22,939 stars, last pushed 8mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,443 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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