OpenAgentSkill
GitHub200+

Skill 审计报告

cold-start-problem 审计报告.

Start and scale networked products using Andrew Chen''s "The Cold Start Problem" framework for network effects. Use when the user mentions "network effects", "chicken and egg", "cold start", "two-sided marketplace", "atomic network", "hard side", "liquidity", "critical mass", "invite-only launch", "how do I get my first users", or "the marketplace has no buyers or sellers". Also trigger when launching a marketplace, social, or collaboration product that is worthless without other users, deciding launch sequencing and seeding tactics, or diagnosing stalled network growth at scale. Covers the five stages: cold start, tipping point, escape velocity, hitting the ceiling, and the moat. For word-of-mouth virality, see contagious. For habit-driven retention, see hooked-ux.

已阻止 · 阻止高风险生成于 2026年10月13日启发式元数据审计
82
审计
77
信任
78
质量
83
安全性
88
维护
92
安装

OpenAgentSkill 信任评分

77
强候选

OpenAgentSkill 信任评分

Trust Score 帮助 Agent 在安装前判断一个 Skill 是否足以进入候选清单。

GitHub 采用度

通过

86

2.1K 个 GitHub Stars

Star/Fork 活跃度

信息

77

2.1K 个 Star，215 个 Fork; 当前元数据中没有议题活跃度信息

近期维护

通过

88

距上次推送 1 个月

许可证清晰度

通过

86

MIT

README/SKILL.md 完整度

通过

86

元数据包含足够的用法与工作流上下文

依赖与运行时风险

通过

90

公开元数据中未发现主要依赖风险提示

安装可用性

通过

92

npx skills add wondelai/skills --skill cold-start-problem

安装命令安全性

通过

92

标准软件包或运行时安装路径

权限范围

通过

86

network or browser access

仓库证据

通过

86

https://github.com/wondelai/skills/tree/main/cold-start-problem

审查状态

信息

66

可用 AI 审查数据

Agent 验证结果

信息

54

暂未有 Agent 结果数据

检查项

安装与采用审查

9 通过 · 10 需审查

安装路径

92

通过

npx skills add wondelai/skills --skill cold-start-problem

仓库

88

通过

https://github.com/wondelai/skills/tree/main/cold-start-problem

许可证

86

通过

MIT

维护

88

通过

距上次推送 1 个月

AI 审查

55

检查

SKILL.md lacks an explicit 'Limitations' or 'When not to use' section, so safe operating boundaries are not fully documented.

README/SKILL.md 完整度

86

通过

Usable description available

依赖风险

90

通过

公开元数据中未发现主要依赖风险提示

安装命令安全性

92

通过

标准软件包或运行时安装路径

权限范围

86

通过

network or browser access

Star/Fork 活跃度

77

检查

2.1K 个 Star，215 个 Fork; 当前元数据中没有议题活跃度信息

采用度

88

通过

2.1K 个 GitHub Stars

Financial decision safety

20

修复

Potential execution surface detected; do not connect live broker, exchange, wallet, or payment credentials.

警告

  • Financial research output is not financial advice; require human review before any live investment decision
  • Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
  • SKILL.md lacks an explicit 'Limitations' or 'When not to use' section, so safe operating boundaries are not fully documented.
  • The documented workflow is mostly a scoring rubric; a more explicit step-by-step usage flow would make agent execution more predictable.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
  • Quality score needs review

方法

本报告综合公开元数据、AI 审查输出、仓库活跃度、安装就绪度、OpenAgentSkill 事件、质量评分、信任检查和 Agent 安全门槛；它不是完整的源代码安全审计。

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