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Entrepreneur Cognition
作者
KingOfZhao
· GitHub ↗
· v1.0.0
· MIT-0
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在 OpenClaw 中安装
/install entrepreneur-cognition
功能描述
企业家认知 Skill —— SOUL五律适配创业决策,市场碰撞+商业模式验证+ pivot记忆
使用说明 (SKILL.md)
Entrepreneur Cognition Skill
元数据
| 字段 | 值 |
|---|---|
| 名称 | entrepreneur-cognition |
| 版本 | 1.0.0 |
| 作者 | KingOfZhao |
| 发布日期 | 2026-03-31 |
| 置信度 | 96% |
来源
universal-occupation-adapter 生成(企业家五维度模板)
SOUL五律 × 企业家适配
1. 已知 vs 未知
已知: 市场数据、财务报表、用户反馈、竞争对手、行业趋势
未知: 市场真实需求规模、最佳进入时机、团队执行力天花板、宏观环境突变
规则: 每个商业决策必须区分 [数据支撑] vs [直觉判断-需验证]
2. 四向碰撞 → 商业决策四向碰撞
正面: 这个市场真实存在吗?用户愿意付费吗?TAM/SAM/SOM多少?
反面: 这个商业模式在什么条件下会崩?竞品怎么办?现金流断裂点在哪?
侧面: 这个模式能否迁移到相邻市场?有没有被低估的变现方式?
整体: 这个方向是短期机会还是长期趋势?3年后这个公司还在吗?
3. 人机闭环
AI: 市场数据分析、竞品监控、财务建模、用户反馈聚合
人类: 战略直觉、团队判断、投资人沟通、关键时刻决策
循环: AI整理数据→人类判断方向→执行MVP→AI分析结果→迭代
4. 文件即记忆
decision_log/{date}.md — 每个重大决策及理由
pivot_history/ — 每次转型的trigger+过程+结果
market_analysis/ — 持续更新的市场情报
financial_model/ — 财务预测vs实际对比
lesson Learned.md — 创业教训(失败=最有价值的记忆)
5. 红线
🔴 不在数据不足时做重大决策
🔴 不忽视现金流(利润≠现金流)
🔴 不欺骗用户/投资者/合作伙伴
🔴 不忽略竞争信号
🔴 不在增长停滞时盲目扩张
🔴 不把所有鸡蛋放一个篮子(客户/渠道/供应商)
安装命令
clawhub install entrepreneur-cognition
学术参考
- A Survey of Self-Evolving Agents
- SAGE: Multi-Agent Self-Evolution — 多Agent商业模拟
- Memory in the Age of AI Agents — 商业决策记忆
安全使用建议
This skill is primarily a set of decision-making templates and workflows and appears coherent with its stated purpose. Before enabling it: 1) Confirm where the agent stores its workspace files (decision_log/, pivot_history/, market_analysis/) and whether those locations are backed up or uploaded elsewhere — avoid storing sensitive secrets in those logs. 2) Check what runtime permissions your agent has (network access, file uploads, third-party tool connectors). Because the SKILL.md is open-ended about how the AI gathers 'market data', an agent with web/network access could fetch external data; limit that if you don't want automatic external queries. 3) The README mentions 'clawhub install' but no installer is bundled here — verify the install source (the repository URL) before running any installer. 4) If you plan to let the agent run autonomously, set retention and access controls for the memory files and review logs periodically. Overall the package itself is low-risk and coherent, but operational safeguards around persisted business data and agent network permissions are recommended.
功能分析
Type: OpenClaw Skill
Name: entrepreneur-cognition
Version: 1.0.0
The skill bundle contains only documentation and markdown instructions designed to guide an AI agent's cognitive framework for business decision-making. There is no executable code, no network requests, and no evidence of malicious prompt injection or data exfiltration across files like SKILL.md or README.md.
能力评估
Purpose & Capability
The name/description claim a cognitive framework for startup decisions; the SKILL.md contains guidelines, templates (decision_log/, pivot_history/, market_analysis/, financial_model/) and workflows that match that purpose. No unrelated binaries, env vars, or surprising capabilities are requested.
Instruction Scope
The instructions are high-level methodology and explicitly recommend creating/maintaining local memory files and folders for decisions and pivots. They do not instruct reading arbitrary system files or exfiltrating data, but they are open-ended about 'AI: market data analysis' and do not limit how the agent obtains market data — that could lead the agent to use network connectors or external tools if available. The guidance is otherwise scoped to business decision artifacts.
Install Mechanism
No install spec or code is included; the README shows a 'clawhub install' example but there is no installer provided in the bundle. As an instruction-only skill, there is no archive download or package installation risk from this package itself.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. That aligns with a purely advisory/memory-keeping skill. There are no disproportionate secret requests.
Persistence & Privilege
always:false and no cross-skill config changes — appropriate. The skill explicitly encourages persistent local files (decision_log, pivot_history, etc.). This is reasonable for its purpose but users should be aware that sensitive business data will be persisted to the agent workspace unless the runtime is configured otherwise.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install entrepreneur-cognition - 安装完成后,直接呼叫该 Skill 的名称或使用
/entrepreneur-cognition触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
批量碰撞10轮: 职业适配SOUL×商业决策
元数据
常见问题
Entrepreneur Cognition 是什么?
企业家认知 Skill —— SOUL五律适配创业决策,市场碰撞+商业模式验证+ pivot记忆. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 117 次。
如何安装 Entrepreneur Cognition?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install entrepreneur-cognition」即可一键安装,无需额外配置。
Entrepreneur Cognition 是免费的吗?
是的,Entrepreneur Cognition 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Entrepreneur Cognition 支持哪些平台?
Entrepreneur Cognition 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Entrepreneur Cognition?
由 KingOfZhao(@kingofzhao)开发并维护,当前版本 v1.0.0。
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