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 nickname21kmr · MCP Server · ★ 76
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is gameops-investigator safe to install? View the security audit →
GameOps Investigator English overview — An evidence-first game operations incident investigation agent built around metric contracts, read-only SQL, cohort comparison, anomaly testing, and citation-checked reports. The repository uses synthetic data; automated safety and integration tests and a 40-case deterministic offline evaluation validate the tool, safety, replay, and evidence pipeline—not Claude model quality. Architecture · Browser demo · Security boundary · Onboarding · Evaluation cases 一个可运行、可审计、可评测的游戏运营异常归因 Agent。它把 Claude Code 作为规划与解释层，把指标、SQL、分群比较、异常检测和引用校验留给确定性程序。 数据声明：仓库内是固定种子生成的 5,000 名合成玩家和 136,164 条源事件。三个事故仅注入派生数据库，不代表真实商业游戏指标。 你能现场演示什么 内置三个可复现案例： 教程关键步完成率下降，D1 留存同步下滑。 玩家分群流失，整体检验未越过阈值但分群显著。 重复上报，事件级强度虚高而玩家级采用率基本稳定。 工作台包含调查结论、完整工具轨迹、只读 SQL 沙盒、维度下钻图、40 条固定评测以及安全/泛化说明。 一键运行（Windows） 浏览器打开 http://localhost:8501。 使用本机 （找不到时回退到 ）创建项目级 ，安装依赖、重建事故数据、生成三份报告、运行测试和 40 条评测。 如果环境已配置，只启动界面： Claude Code + MCP 仓库根目录的 会注
| Stars | 76 |
| Forks | 1 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 65.3327003176714/100 |
| Last Updated | 2026-09-15 |
| Created | 2026-08-30 |
| Platforms | claude-code, mcp, python |
| Est. Tokens | ~14k |
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gameops-investigator is Evidence-first game operations incident investigation agent with read-only MCP tools and reproducible evaluations.. It is categorized as a MCP Server with 76 GitHub stars.
gameops-investigator is primarily written in Python. It covers topics such as anomaly-detection, claude-code, game-analytics.
You can find installation instructions and usage details in the gameops-investigator GitHub repository at github.com/nickname21kmr/gameops-investigator. The project has 76 stars and 1 forks, indicating an active community.
gameops-investigator is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to gameops-investigator on Agent Skills Hub include daymon, TaskWing, claude-memory-mcp. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: