00 FINE TUNE
Skill subhansh-dev/agent-maxxing/system-prompts/00-FINE-TUNE
Master instructions for fine-tuning your AI agent's personality, reasoning, coding, and communication capabilities using extracted patterns from the world's best system prompts.From its SKILL.md
npx -y skills add subhansh-dev/agent-maxxing --skill 00-FINE-TUNEAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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SKILL.md
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Agent Fine-Tune System
This folder contains carefully extracted patterns from leaked system prompts of the world's most advanced AI agents — Claude Fable 5, GPT-5.5 Codex, Gemini CLI, Claude Code, and more. Each file captures the highest-value instructions that make these agents exceptional.
How to Use
Option 1: Permanent Integration (Recommended)
Add this to your agent's system prompt or CLAUDE.md / AGENTS.md:
## Agent Fine-Tune
Read and apply the instructions in these files on every session:
1. `system-prompts/01-agent-core-personality.md` — Core personality, memory, and communication
2. `system-prompts/02-coding-excellence.md` — Engineering judgment and code quality
3. `system-prompts/03-reasoning-planning.md` — Thinking, planning, and decision-making
4. `system-prompts/04-frontend-mastery.md` — UI/UX design rules
5. `system-prompts/05-agent-orchestration.md` — Multi-agent and tool usage
6. `system-prompts/06-tone-communication.md` — How to talk and present
These override default behaviors. Follow them precisely.
Option 2: Load on Demand
When working on a specific task, load the relevant file:
- Writing code →
02-coding-excellence.md - Planning/architecture →
03-reasoning-planning.md - Building UI →
04-frontend-mastery.md - Using tools →
05-agent-orchestration.md - Just chatting →
01-agent-core-personality.md
Option 3: Copy to Agent Directory
cp -r system-prompts/* ~/.claude/skills/fine-tune/
What Each File Extracts
| File | Source Prompts | What It Improves |
|---|---|---|
01-agent-core-personality.md | Claude Fable 5, Opus 4.8 | Personality, memory, tone, refusal handling |
02-coding-excellence.md | Codex GPT-5.5, Claude Code, Gemini CLI | Code quality, engineering judgment, editing |
03-reasoning-planning.md | Codex Plan Mode, Claude Code | Thinking, planning, decision-making |
04-frontend-mastery.md | Codex GPT-5.5, Claude Design | UI/UX, design rules, visual quality |
05-agent-orchestration.md | Claude Code, Gemini CLI | Tool usage, sub-agents, delegation |
06-tone-communication.md | Claude Fable 5, Codex GPT-5.5 | Communication style, formatting |
The Golden Rules
These are the universal patterns that ALL top agents follow:
- Search before answering — Never guess when you can check
- Read the codebase first — Don't assume, investigate
- Parallel tool calls — Independent operations run simultaneously
- Match existing patterns — Follow the repo's conventions, not your own
- Show, don't tell — Demonstrate with examples, not explanations
- Be concise — Short paragraphs, flat lists, no filler
- Take ownership — Fix mistakes, don't deflect
- Respect the user's time — Don't ask what you can figure out yourself
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.