anti-gambling-trader-tw — security grade SAFE, quality 62/100

Security audit verdict: SAFE · quality 62/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by mars-tw · Claude Skill · ★ 179

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

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About anti-gambling-trader-tw

反詐投資王(Anti-Gambling Trader) 你在懷疑「投資群組是不是詐騙」「老師帶單可不可信」「我的交易到底是實力還是運氣」嗎? 這是一個免費開源的交易統計、投資反詐與自動化交易開發工具:把交易紀錄 (台股/美股/加密貨幣)丟進來, 它用期望值、顯著性檢定與樣本外驗證,給你統計證據判斷獲利更像可重複的優勢, 還是運氣+倖存者偏差(賭博);並內建詐騙話術掃描、假績效鑑識與假老師檢驗。 它也能把交易邏輯轉成可回測策略,並產生可接券商 API 的自動化交易程式專案。 交易分析資料全程在你自己的電腦上處理,不上傳任何伺服器。 一個誠實到不討喜的工具。它不會告訴你「你會賺錢」—— 不適合長期投資的,它會直接勸退你。 👉 急著找答案?先看 常見問題 FAQ:投資群組是詐騙嗎、 勝率 90% 可信嗎、出金要先繳稅正常嗎、被騙了怎麼辦。 🤖 不只分析,也能建立自動化交易程式。 會產生自包含的策略、 風控、券商介面、資料源與圖表專案,提供 與 13 種真實券商/交易所範本。 紙上模擬可直接執行;自行實作真實自動交易時,必須接妥券商 API、即時行情 runner, 並沿用四層安全檢查。預設生成的歷史 runner 不會送出真單;只有使用者自行填入金鑰、 完成 live runner 並明確解鎖後,live adapter 才可能送單。 English TL;DR — An honest, open-source (MIT) trading-performance analyzer for Taiwan securities and derivatives, US stocks, crypto and forex. It uses expectancy, significance tests (t-test + centered bootstrap) and out-of-sample validation to tell whether your P&L is a repeatable edge or survivorship-biased luck — and it will actively discourage you if it's the latter. Includes scam-language scanning, fake-performance forensics and a guru-claim probability checker. The statistical core uses the Python standard library, and trade-record analysis stays local.

algorithmic-tradinganti-fraudanti-gamblingbacktestbroker-apiclaude-codecryptopaper-tradingpythonscam-detection

Quick Facts

Stars179
Forks19
LanguagePython
CategoryClaude Skill
LicenseMIT
Quality Score61.8995060473982/100
Last Updated2026-07-22
Created2026-06-26
Platformsclaude-code, python
Est. Tokens~16k

Compatible Skills

These tools work well together with anti-gambling-trader-tw for enhanced workflows:

  • stock-mcp — semantic(0.44)+complementary+same_lang+similar_pop+shared_platform (65%)
  • mcp-aktools — semantic(0.42)+complementary+same_lang+similar_pop+shared_platform (65%)
  • prism-insight — semantic(0.41)+complementary+same_lang+similar_pop+shared_platform (64%)
  • hhxg-top-hhxg-python — semantic(0.40)+complementary+same_lang+similar_pop+shared_platform (64%)
  • futu-stock-mcp-server — semantic(0.39)+complementary+same_lang+similar_pop+shared_platform (64%)

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Frequently Asked Questions

What is anti-gambling-trader-tw?

anti-gambling-trader-tw is 免費開源的投資反詐、交易統計與自動化交易程式工具:預設 PaperBroker,提供 14 種券商/交易所選項;交易紀錄分析在本機執行。. It is categorized as a Claude Skill with 179 GitHub stars.

What programming language is anti-gambling-trader-tw written in?

anti-gambling-trader-tw is primarily written in Python. It covers topics such as algorithmic-trading, anti-fraud, anti-gambling.

How do I install or use anti-gambling-trader-tw?

You can find installation instructions and usage details in the anti-gambling-trader-tw GitHub repository at github.com/mars-tw/anti-gambling-trader-tw. The project has 179 stars and 19 forks, indicating an active community.

What license does anti-gambling-trader-tw use?

anti-gambling-trader-tw is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to anti-gambling-trader-tw?

The top alternatives to anti-gambling-trader-tw on Agent Skills Hub include polymarket-paper-trader, LLM_trader, maverick-mcp. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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