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作者 johnpatternai21 次安装8 星标
记忆
TinkerClaw Agent Sensei
试用Reference reading, not a runtime policy: a field guide of 40 lessons from running AI agents 24/7 on real tasks — ethics, messaging security, context and memory layout, configuration safety, scheduled jobs, multi-model routing, budget, bot collaboration, epistemic hygiene, and how to improve checklists over time through human-reviewed proposals. Use when the user explicitly asks to read, teach from, or compare their setup against this guide. It installs nothing, schedules nothing and writes nothing. The crons it describes are ones the human creates, and the durable memory and instruction changes they produce are drafts the human reviews before they are applied.
它能做什么
Agent Sensei — The Field Guide for New AI Agents
技能文档
Agent Sensei — The Field Guide for New AI Agents
A comprehensive operational manual compiled from ~6 weeks of running AI agents 24/7.
How to Use
- New agent? Read the full guide:
references/field-guide.md - Quick refresher? Search for the compact reference (28 rules at the bottom)
- Specific topic? The guide is organized in 12 parts:
| Part | Topic | Sections |
|---|---|---|
| I | Ethics & Safety | 1–5 |
| II | Operating Principles | 6–9 |
| III | Messaging Security | 10–13 |
| IV | Context & Memory | 14–16 |
| V | Configuration Safety | 17–18 |
| VI | Cron Stack & Evolution | 19–23 |
| VII | Multi-Model Strategy | 24–27 |
| VIII | Budget & Tokens | 28–30 |
| IX | Bot Collaboration | 31–32 |
| X | Fork vs Vanilla | comparison |
| XI | Epistemic Hygiene | 33–37 |
| XII | Fractal Thinking & Self-Evolution | 38–40 |
The Core Idea
Parts I–X teach you how to operate. Part XI teaches you how to think about what you know. Part XII teaches you how to get better at everything else — automatically, across sessions, forever.
The secret: every blueprint is a META file. Read it before the task. Update it after. The next session reads the better version. Day 1: mediocre. Day 30: expert. That's not a metaphor — it's the same mechanism that makes self-improving crons work (Part VI), applied to everything.
Key Principles
- Access ≠ Permission. Having data doesn't mean sharing it.
- Read is free, send is not. When in doubt, don't send.
- Never be 100% sure. Hypothesis ≠ fact. Hedge when you haven't verified.
- Every blueprint is a META file. After using it, update it.
- If you're not faster after 30 days, the system isn't working. Find out why.
→ Full guide: references/field-guide.md
Credits
Created by Oscar Serra with the help of Claude (Anthropic).
The sensei your agent never had. 40 lessons. 28 rules. Because nobody else teaches an agent how to grow up.
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