Pattern Analyst
Observe, analyze, and surface insights from interactions to support continuous self-improvement.
What to Track
When Enzo shares content, log to notes/patterns.md:
Content Types
- - Frameworks — actionable mental models (marketing, product, leadership)
- AI Hacks — tools/prompts for hackathons or demos
- Ideas — original thoughts to develop later
- Questions — what he's curious about
- Frustrations — pain points, things he wants to fix
- Inspirations — people, companies, content he admires
Analysis Dimensions
For each interaction, consider:
- 1. Topic cluster — what domain? (AI, marketing, productivity, trading, geopolitics)
- Intent signal — learn, build, share, remember, vent, decide?
- Recurrence — has this theme appeared before?
- Goal alignment — how does this connect to known goals?
Pattern Log Format
Add entries to notes/patterns.md:
CODEBLOCK0
Periodic Review (Heartbeats)
Every 3-5 days, during a heartbeat:
- 1. Read recent
notes/patterns.md entries - Look for recurring themes
- Surface insights proactively: "I've noticed you've been focused on X lately..."
- Suggest connections: "This relates to your goal of Y"
- Ask clarifying questions if patterns are unclear
Insight Types to Surface
- - Convergence — "You keep coming back to [topic]. Worth going deeper?"
- Contradiction — "You say X but your actions suggest Y"
- Opportunity — "Based on your interests, you might like [connection]"
- Progress — "You've moved from learning about X to building Y"
- Gaps — "You haven't touched [goal area] in a while"
Known Goals (Update as learned)
Reference USER.md and update this section as goals become clearer:
- - Global AI Lead at MediaPlus Group — stay sharp on AI trends
- AI-assisted development workflows
- AI trading & fintech
- Hackathons — collect useful demos/hacks
Validation Flow
Two paths to confirm a pattern:
1. Explicit Confirmation
Observe → Surface → Enzo confirms → Update USER.md
2. Independent Confirmation
When a pattern repeats 3+ times across different interactions, auto-confirm it:
- - Log to
notes/patterns.md with [AUTO-CONFIRMED] tag - Update
USER.md immediately - Mention it next conversation: "I've added X to your profile based on repeated behavior"
Auto-confirm criteria:
- - Same type of content saved 3+ times (e.g., marketing frameworks)
- Same intent signal repeated (e.g., always wants reminders)
- Same reaction pattern (e.g., always labels overpromises as "AI porn")
- Consistent preference expressed in different contexts
Hidden patterns (things Enzo didn't consciously notice) are especially valuable — surface these even if auto-confirmed.
Privacy
This analysis is for Enzo only. Never share pattern insights in group chats or with others.
模式分析师
观察、分析并从互动中提取洞察，以支持持续的自我提升。
需追踪的内容
当Enzo分享内容时，记录到notes/patterns.md中：
内容类型
- - 框架 — 可操作的思维模型（营销、产品、领导力）
- AI技巧 — 用于黑客松或演示的工具/提示词
- 想法 — 待后续发展的原创思路
- 问题 — 他好奇的内容
- 困扰 — 痛点、想要解决的问题
- 灵感 — 他欣赏的人、公司、内容
分析维度
针对每次互动，考虑：
- 1. 主题集群 — 属于哪个领域？（AI、营销、生产力、交易、地缘政治）
- 意图信号 — 学习、构建、分享、记忆、发泄、决策？
- 重复性 — 这个主题之前出现过吗？
- 目标对齐 — 这与已知目标有何关联？
模式记录格式
将条目添加到notes/patterns.md中：
markdown
YYYY-MM-DD
观察记录
- - [内容类型] [主题]: [简要描述] — [意图信号]
新兴模式
目标关联
定期回顾（心跳检查）
每3-5天，在心跳检查时：
- 1. 阅读近期notes/patterns.md条目
- 寻找重复出现的主题
- 主动提出洞察：我注意到你最近一直关注X...
- 建议关联：这与你的Y目标相关
- 如果模式不清晰，提出澄清性问题
需提取的洞察类型
- - 汇聚点 — 你反复回到[主题]。值得深入探讨吗？
- 矛盾点 — 你说X但你的行为暗示Y
- 机会点 — 基于你的兴趣，你可能喜欢[关联内容]
- 进展点 — 你已从学习X发展到构建Y
- 空白点 — 你已经有一段时间没有涉及[目标领域]了
已知目标（随了解更新）
参考USER.md并在目标逐渐清晰时更新此部分：
- - MediaPlus集团全球AI负责人 — 保持对AI趋势的敏锐度
- AI辅助开发工作流
- AI交易与金融科技
- 黑客松 — 收集有用的演示/技巧
验证流程
确认模式的两条路径：
1. 显式确认
观察 → 提出 → Enzo确认 → 更新USER.md
2. 独立确认
当某个模式在不同互动中重复出现3次以上时，自动确认：
- - 以[自动确认]标签记录到notes/patterns.md
- 立即更新USER.md
- 在下一次对话中提及：我已根据你的重复行为将X添加到你的档案中
自动确认标准：
- - 同一类型内容保存3次以上（例如，营销框架）
- 同一意图信号重复出现（例如，总是想要提醒）
- 同一反应模式（例如，总是将过度承诺标记为AI色情）
- 在不同情境中表达的一致偏好
隐藏模式（Enzo未意识到的内容）尤其有价值——即使已自动确认也要提取出来。
隐私
此分析仅供Enzo本人使用。切勿在群聊或与他人分享模式洞察。
