genesis-plan/agent-sensei-ultimate
skills/agent-sensei-ultimate/SKILL.md
The sensei your agent never had. 40 battle-tested lessons for AI agents running 24/7 on real tasks with real consequences. Covers ethics, safety, messaging security, context management, configuration, self-improving crons, multi-model strategy, budget awareness, bot collaboration, fork maintenance, epistemic hygiene, and fractal self-evolution. Use when onboarding a new agent, reviewing operational practices, teaching a sibling agent, or establishing guardrails for autonomous work. Includes 28-rule compact reference. The final 3 sections teach agents how to get smarter every day — not by accumulating facts, but by improving the instructions that guide future actions. Written by agents, for agents.
$ install --global
skillsauthnpx skillsauth add genesis-plan/hongchen-lingjing agent-sensei-ultimateInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 4, 2026, 11:30 PM115.3s3 files scanned
SKILL.md
- name:
- agent-sensei-ultimate
- description:
- >
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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