agentleFS
subhansh-devsubhansh-dev/agent-maxxing/README/SKILL.md

README

Skill2 starsChanged 4 months agoMITView on GitHub

95+ production-ready skills, 19 UI components, and 7 system prompts extracted from the world's best AI agents. Drop them into any agent — Claude Code, Codex, Cursor, OpenCode — and it instantly becomes elite. [](LICENSE) [](#-skills-roster) [](#-ui-components) [](#-system-prompts) [](#-skills-roster) [](https://makeapullrequest.com) Think of it as: Giving your AI agent a brain transplant — it inherits the engineering judgment of GPT-5.5, the reasoning of Claude Fable 5, the frontend taste of Claude Design, and the tool orchestration of Gemini CLI. Claude Code…

32 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use favicon, build and 6 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • cpiprintSkill

    favicon

    Generate favicons from a source image

    Also in 3 projects that use this

  • Microsoft AzureSkill

    build

    Build the TypeSpec Rust emitter from source. Run this after cloning the repo, after pulling changes, or when TypeScript source files have been modified.

    Also in 3 projects that use this

  • GitHubSkill

    refactor

    Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.

    Also in 3 projects that use this

  • BlockSkill

    plan

    Draft a TDD, PRD, or lightweight plan in the conversation without committing it.

    Also in 3 projects that use this

  • GoogleSkill

    prototype

    Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.

    Also in 3 projects that use this

  • SentrySkill

    commit

    Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.

    Also in 3 projects that use this

The file

Show its rules and text

We split this skill into the rules it gives an agent

13 rules. 0 are common, 8 are distinctive, and 5 are very specific to this project.

  • 0

    Common

    Most of the 32 edited versions we read keep these.

  • 8

    Distinctive

    This author's own choices. Worth a look.

  • 5

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Add this prompt to your agent's system prompt, CLAUDE.md, or AGENTS.md:

    line 103
  2. Distinctive:

    When your agent reads this file, it knows:

    line 355
  3. Distinctive:

    Add this to CLAUDE.md, AGENTS.md, or your agent's equivalent config file:

    line 364
  4. Distinctive:

    When working on a specific task, the agent should load the relevant skill:

    line 397
  5. Very specific:

    Add this to ~/.claude/CLAUDE.md (Claude Code) or your agent's equivalent config file:

    line 410
  6. Very specific:

    If your agent loads CLAUDE.md on every session (OpenCode, MimoCode, Claude Code, Cursor, etc.), it is recommended to integrate …

    line 454
  7. Very specific:

    Follow the template in CONTRIBUTING.md:

    line 458
  8. Very specific:

    Create category/your-skill/SKILL.md with YAML frontmatter

    line 460
  9. Distinctive:

    Test with your agent

    line 462
  10. Very specific:

    No configuration needed — just drop SKILL.md files in the right folder.

    line 473
  11. Distinctive:

    Follow the Agent Skills spec

    line 518
  12. Distinctive:

    Test with Claude Code, Codex, or any compatible agent

    line 520
  13. Distinctive:

    Don't want to read through all of that?

    line 550

“Common” is measured: kept by at least 6 in 10 of the 32 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md
<div align="center">

Agent Maxxing

95+ production-ready skills, 19 UI components, and 7 system prompts extracted from the world's best AI agents. Drop them into any agent — Claude Code, Codex, Cursor, OpenCode — and it instantly becomes elite.

Image: License: MIT Image: Skills Image: Components Image: System Prompts Image: Format Image: PRs Welcome


Think of it as: Giving your AI agent a brain transplant — it inherits the engineering judgment of GPT-5.5, the reasoning of Claude Fable 5, the frontend taste of Claude Design, and the tool orchestration of Gemini CLI.

</div>

⚡ Quick Start

Step 1: Clone the repo

git clone https://github.com/subhansh-dev/agent-maxxing.git

Step 2: Install for your agent

Claude Code (user-wide):

cp -r agent-maxxing ~/.claude/skills/agent-maxxing

Claude Code (project-scoped):

cp -r agent-maxxing .claude/skills/agent-maxxing

Codex CLI (user-wide):

cp -r agent-maxxing ~/.codex/skills/agent-maxxing

OpenCode (user-wide):

cp -r agent-maxxing ~/.opencode/skills/agent-maxxing

Cursor (project-scoped):

cp -r agent-maxxing .cursor/skills/agent-maxxing

Continue (project-scoped):

cp -r agent-maxxing .continue/skills/agent-maxxing

Kilo Code (project-scoped):

cp -r agent-maxxing .kilocode/skills/agent-maxxing

Step 3: Restart your agent

The agent auto-discovers all .md files with YAML frontmatter on next session.

Step 4: Use the skills

Just describe what you want. The agent picks the right skill automatically:

"Build a landing page with glassmorphism"
→ Loads frontend-design + glass-card

"Write a blog post that sounds human"
→ Loads humanizer

"Create a diagram of the system architecture"
→ Loads diagram-maker

"Review my code for security issues"
→ Loads security-review

Step 5: Fine-Tune Your Agent

This is where the magic happens. Your agent can read these skills and transform its own behavior — not through weight training, but through context injection. When an agent reads a skill file, it internalizes the patterns for that session and applies them to every task.

What fine-tuning does:

  • Teaches your agent to avoid AI slop (no "Great question!", no purple gradients)
  • Injects engineering judgment from GPT-5.5 and Claude Fable 5
  • Adds 8-angle code review methodology
  • Installs security review patterns
  • Forces the execution protocol (solve it, don't ask about it)
  • Makes the agent sound human, not like a press release

How to do it:

Add this prompt to your agent's system prompt, CLAUDE.md, or AGENTS.md:

## Self-Fine-Tune Protocol

Before responding to any task, read these files in order:
1. FINE-TUNE-AGENT.md — master instructions
2. system-prompts/01-agent-core-personality.md — personality and tone
3. system-prompts/02-coding-excellence.md — engineering patterns
4. system-prompts/03-reasoning-planning.md — thinking patterns
5. engineering/anti-patterns.md — what to avoid
6. engineering/execution-protocol.md — how to operate
7. content/writing-style.md — how to communicate

After reading, apply these patterns to every response.
Check anti-patterns before shipping code.
Follow the 10 Golden Rules.
Sound human, not like a bot.

Or use the master file: [FINE-TUNE-AGENT.md(FINE-TUNE-AGENT/SKILL.md) — comprehensive step-by-step guide that walks your agent through every skill category.


🔥 What Makes This Different

Agent MaxxingGeneric Skill Packs
SourceExtracted from Claude Fable 5, GPT-5.5, Gemini CLI, Claude CodeCommunity-written prompts
Depth95+ skills covering engineering, design, writing, security5-10 surface-level tips
Components19 production-ready UI patterns with CSSNone
System Prompts7 fine-tuned personality modulesNone
Anti-SlopDedicated anti-patterns + writing style guide"Be helpful"
CompatibilityWorks with 60+ agents via Agent Skills specVendor-locked

🛠️ Skills Roster

💻 Engineering Division

Building things that work.

SkillDescription
Execution ProtocolSolve it don't ask about it — the problem-solving chain
Anti-PatternsCode, design, writing anti-patterns to avoid
Code Review ChecklistShip-ready review: correctness, security, performance
Deep Code Review8-angle methodology from Claude Code bundled skills
Security ReviewSenior security engineer review with false-positive filtering
Code Simplify4-angle cleanup: reuse, simplify, efficiency, altitude
Runtime VerifyRun the app don't test it — observation is evidence
Debugging PatternsSystematic methodology, common bug categories
Testing PatternsWhat to test, test structure, test pyramid
API DesignREST patterns, naming, status codes, pagination
Database PatternsSchema design, indexing, migrations, query optimization
Performance PatternsLazy loading, caching, memoization, optimization
Code GeneratorGenerate code with best practices
DistillStrip to essence by removing complexity
ExtractExtract reusable components and tokens
HardenError handling, edge cases, resilience
NormalizeMatch your design system
OptimizeLoading, rendering, bundle size
OverdrivePush past conventional limits
QuieterTone down overly bold designs
Node DebuggerNode.js debugging with inspect protocol
Python DebuggerPython remote debugging with debugpy

🎨 Frontend & Design Division

Making it beautiful, usable, and distinctly human.

SkillDescription
Frontend DesignPremium UI patterns, glassmorphism, anti-slop rules
AnimateMotion design, micro-interactions, timing
ColorizeColor theory, palettes, strategic color
TypesetTypography systems, font pairing, hierarchy
BolderAmplify safe designs to make them interesting
DelightMoments of joy and personality
PolishFinal quality pass — alignment, spacing
CritiqueEvaluate design from UX perspective
OnboardOnboarding flows and first-time experiences
Artifact DesignDeliberate design choices, avoid AI-generated looks
TypographyFont pairing, scale, typographic systems
Color & ContrastColor theory and accessibility
Interaction DesignMicro-interactions, hover states
Motion DesignTiming, easing, enter/exit patterns
Responsive DesignBreakpoints, fluid layouts, mobile-first
Spatial DesignLayout, spacing, visual rhythm

📝 Content & Writing Division

Sound human, not like a press release.

SkillDescription
HumanizerStrip AI-isms, add real voice
ClarifyImprove unclear UX copy and errors
Writing StyleHow to sound human — voice, rhythm, what to avoid
UX WritingMicrocopy, error messages, clear interface text

🖼️ Visual Division

Diagrams, memes, and canvas art.

SkillDescription
Diagram MakerSVG, HTML, or Excalidraw diagrams
Meme MakerGenerate memes from curated templates
CanvasCanvas-based visual creation
Excalidraw PatternsHand-drawn diagram patterns
SVG TemplateSVG generation templates

🧠 Agent Meta & Self-Improvement

Make your agent better over time.

SkillDescription
Self-ImprovementAgent learning loops and evolution
Skill CreatorCreate new agent skills from scratch
Skill VetterValidate and review skills
Find SkillsSearch and discover available skills
GitHubGitHub integration and repo management
Teach ImpeccablePersistent design guidelines setup
Init ProjectCreate CLAUDE.md by analyzing codebase

⚙️ Workflows & Orchestration

How to manage complex tasks.

SkillDescription
Batch OrchestrationParallel work with isolated worktrees
Git WorkflowCommits, branching, PRs, conflict resolution
TaskflowStructured task management
Taskflow Inbox TriageInbox triage and priority
SpikeQuick prototyping and exploration
HealthcheckSystem health monitoring

🔄 Adaptation & Learning

Cross-platform and responsive patterns.

SkillDescription
AdaptCross-screen, cross-device adaptation
ArrangeLayout, spacing, visual rhythm
AuditAccessibility, performance, theming audit

🧩 UI Components

19 production-ready component patterns with CSS. Drop into any project.

ComponentDescription
Glass CardGlassmorphism with backdrop blur and specular tracking
Gradient ButtonButtons with hover glow and press feedback
Animated InputFloating labels and focus animations
Modal DialogBackdrop blur, spring animation, focus trap
Loading SkeletonShimmer placeholders for content
Toast NotificationSlide-in, auto-dismiss, stacking
NavbarGlass effect, scroll-aware styling
Data TableSorting, striped rows, hover states
TooltipArrow, delays, smart positioning
TabsAnimated indicator, keyboard nav
DropdownGlass styling, keyboard navigation
AvatarStatus indicators, initials fallback
Progress BarAnimated, gradient, multi-step
Badge & TagMultiple color variants
Toggle SwitchSmooth animation, accessible
AccordionExpandable sections, smooth height
BreadcrumbNavigation with separators
PaginationPage numbers, prev/next

🧠 System Prompts

Extracted from the leaked system prompts of Claude Fable 5, GPT-5.5 Codex, Gemini CLI, Claude Code, and Cursor. Intelligently curated — not dumped.

FileSourceWhat It Improves
Fine-TuneMaster guideHow to use all prompts
Fable 5 BaseClaude Fable 5Personality, memory, tone, refusal handling
Coding ExcellenceCodex GPT-5.5 + Claude CodeEngineering judgment, code quality
Reasoning & PlanningCodex Plan Mode3-phase planning, decision-making
Frontend MasteryCodex GPT-5.5 + Claude DesignUI/UX rules, anti-AI-slop
Agent OrchestrationClaude Code + Gemini CLITool usage, sub-agents, delegation
Tone & CommunicationFable 5 + Codex + CursorHow to talk and present

📂 File Structure

agent-maxxing/
├── FINE-TUNE-AGENT/          ← Start here — master instruction file
│   └── SKILL.md
├── README.md                 ← You are here
├── LICENSE                   ← MIT
│
├── frontend-design/          (16) ← UI, CSS, motion, typography
│   ├── 01-FRONTEND-DESIGN/SKILL.md
│   ├── 02-ANIMATE/SKILL.md
│   └── ...
├── content/                  (3)  ← Writing, humanization
├── visual/                   (6)  ← Diagrams, memes, canvas
├── engineering/              (22) ← Code, security, testing, debugging
├── agent-meta/               (8)  ← Self-improvement, skill creation
├── workflows/                (6)  ← Task management, git, orchestration
├── adaptation/               (3)  ← Cross-platform, responsive
├── components/               (19) ← Reusable UI patterns
└── system-prompts/           (7)  ← Extracted from top AI agents

Each skill lives in its own folder as SKILL.md — this is the standard naming convention that OpenCode, Claude Code, and other agents use for skill discovery.

9 folders. 95+ SKILL.md files. Zero dependencies. Just markdown.


🔌 Integration Guide

How Skills Work

Each skill is a SKILL.md file with YAML frontmatter:

---
name: skill-name
description: One-line description
---

# Skill Name

## When to Use
- Trigger condition 1
- Trigger condition 2

## Instructions
1. Step one
2. Step two

## Rules
- Rule 1
- Rule 2

When your agent reads this file, it knows:

  • When to activate this skill (from description and "When to Use")
  • What to do (from "Instructions")
  • What not to do (from "Rules")

Permanent Integration (Recommended)

If your agent loads CLAUDE.md on every session (OpenCode, MimoCode, Claude Code, Cursor, or any agent that reads a config/rules file at startup) — add the integration block there. This is the most reliable method. The agent will know about agent-maxxing on EVERY prompt, no plugin needed.

Add this to CLAUDE.md, AGENTS.md, or your agent's equivalent config file:

## Agent Maxxing Skills

You have access to 95+ skills at `~/.claude/skills/agent-maxxing/` (adjust path for your agent).

When working on any task, check if a relevant skill exists:

### Frontend Work
- frontend-design/01-FRONTEND-DESIGN/SKILL.md — premium UI, glassmorphism, anti-slop
- frontend-design/02-ANIMATE/SKILL.md — motion design, micro-interactions
- frontend-design/04-TYPESET/SKILL.md — typography systems
- frontend-design/artifact-design/SKILL.md — deliberate design choices

### Code Work
- engineering/execution-protocol/SKILL.md — solve it don't ask about it
- engineering/deep-code-review/SKILL.md — 8-angle code review
- engineering/security-review/SKILL.md — security audit
- engineering/debugging-patterns/SKILL.md — systematic debugging

### Writing Work
- content/writing-style/SKILL.md — how to sound human
- content/09-HUMANIZER/SKILL.md — strip AI-isms

### Always Apply
- engineering/anti-patterns/SKILL.md — what to avoid
- engineering/code-review-checklist/SKILL.md — before shipping
- The 10 Golden Rules (see below)

On-Demand Loading

When working on a specific task, the agent should load the relevant skill:

User: "Build a dashboard with charts"
Agent: *reads frontend-design/01-FRONTEND-DESIGN/SKILL.md*
Agent: *reads components/data-table/SKILL.md*
Agent: *builds the dashboard following the skill patterns*

CLAUDE.md Integration (Best Method for Any Agent)

Any agent that loads CLAUDE.md on every session — OpenCode, MimoCode, Claude Code, Cursor, or similar — should add the integration block there. This ensures the agent starts every session fully maxxed.

Add this to ~/.claude/CLAUDE.md (Claude Code) or your agent's equivalent config file:

## Agent Maxxing Skills

You have 95+ skills at ~/.opencode/skills/agent-maxxing/ (adjust path for your agent).

Before EVERY response:
1. Check if an anti-pattern is present in your output → remove it
2. Check if a relevant skill exists → load it if so
3. Check if you're hedging → remove the hedge
4. Check if you're over-explaining → cut to the point
5. Check if you're asking when you should be doing → just do it

Always apply: engineering/anti-patterns/SKILL.md before writing code.
Always follow: engineering/execution-protocol/SKILL.md (solve it, don't ask about it).
Sound human, not like a bot.

### Quick Skill Reference
- Frontend: frontend-design/01-FRONTEND-DESIGN/SKILL.md
- Code Review: engineering/deep-code-review/SKILL.md
- Writing: content/writing-style/SKILL.md
- Anti-Patterns: engineering/anti-patterns/SKILL.md
- Execution: engineering/execution-protocol/SKILL.md
- Personality: system-prompts/01-agent-core-personality/SKILL.md
- Tone: system-prompts/06-tone-communication/SKILL.md

Golden Rules:
1. Search before answering
2. Read the codebase first
3. Parallel tool calls
4. Match existing patterns
5. Show don't tell
6. Be concise
7. Take ownership
8. Respect user's time
9. Ship working code
10. Sound human

This is the most reliable method — the plugin bootstrap is a fallback, but having it in CLAUDE.md means every session starts with the full integration loaded.

OpenCode / MimoCode / CLAUDE.md Agents

If your agent loads CLAUDE.md on every session (OpenCode, MimoCode, Claude Code, Cursor, etc.), it is recommended to integrate agent-maxxing into CLAUDE.md first, then fine-tune. This way the agent knows about all 95+ skills on every prompt without needing a plugin.

Creating Your Own Skills

Follow the template in CONTRIBUTING.md:

  1. Create category/your-skill/SKILL.md with YAML frontmatter
  2. Include: name, description, when to use, instructions, rules
  3. Test with your agent
  4. The agent discovers it automatically on next session

Skill Discovery

Your agent discovers skills by:

  1. Scanning for SKILL.md files in the skill directory
  2. Reading YAML frontmatter for name and description
  3. Matching task descriptions to skill descriptions
  4. Loading the relevant skill before acting

No configuration needed — just drop SKILL.md files in the right folder.


🤖 Compatible Agents

Works with any agent supporting the Agent Skills specification:

AgentInstall Path
Claude Code~/.claude/skills/
Codex CLI~/.codex/skills/
OpenCode~/.opencode/skills/ (needs plugin for auto-injection — see PROMPT-INTEGRATE.md)
Cursor.cursor/skills/
Continue.continue/skills/
Kilo.kilocode/skills/
OpenClaw.openclaw/skills/
Pi Agent.pi/skills/
Hermes~/.hermes/skills/
60+ moreAny SKILL.md-compatible agent

🏆 The Golden Rules

These patterns come from every top agent in this collection:

  1. Search before answering — Never guess when you can check
  2. Read the codebase first — Don't assume, investigate
  3. Parallel tool calls — Independent ops run simultaneously
  4. Match existing patterns — Follow the repo's conventions
  5. Show, don't tell — Demonstrate with examples
  6. Be concise — Short paragraphs, flat lists, no filler
  7. Take ownership — Fix mistakes, don't deflect
  8. Respect the user's time — Don't ask what you can figure out
  9. Ship working code — Not skeletons, not "you'll need to add..."
  10. Sound human — Not like a press release or corporate blog

🤝 Contributing

Skills are just markdown files. To add one:

  1. Create category/your-skill.md with YAML frontmatter
  2. Follow the Agent Skills spec
  3. Include: name, description, trigger conditions, structured instructions
  4. Test with Claude Code, Codex, or any compatible agent
  5. Open a PR

Skill Template

---
name: your-skill
description: One-line description of what this skill does
---

# Your Skill Name

## When to Use
- Trigger condition 1
- Trigger condition 2

## Instructions
1. Step one
2. Step two

## Rules
- Rule 1
- Rule 2

💡 P.S. — The Lazy Prompt

Don't want to read through all of that? Pick whichever prompt fits your situation:

Quick Prompt (just reads and internalizes)

Deep dive into the agent-maxxing folder at ~/.claude/skills/agent-maxxing (or wherever you installed it). Read every SKILL.md file — every skill, every system prompt, every component, every workflow example. Understand what each file teaches. Then fine-tune yourself: adopt the patterns, internalize the anti-patterns, apply the engineering judgment, use the writing style. Integrate all 95+ skills so you can use them on any task. From now on, before responding to anything, check if a relevant skill exists and apply it. You are no longer a generic agent — you are maxxed.

Fine-Tune Prompt (behavior transformation — the real magic)

Open PROMPT-FINE-TUNE.md on GitHub — copy the prompt from there.

This is NOT an installation prompt. Use this AFTER the skills are already installed. It forces your agent to internalize the patterns and change how it actually operates on every response. 10 steps: read each core file, confirm you loaded it, demonstrate the behavior change.

Full Integration Prompt (install + configure + internalize)

Open PROMPT-INTEGRATE.md on GitHub — copy the prompt from there.

7 phases: detect platform → locate/clone → install skills → configure permanent integration → self-fine-tune → verify → confirm. Works for Claude Code, Codex, OpenCode, Cursor, Continue, and Kilo Code.

Ultra-Short Prompt (for context-limited agents)

Read FINE-TUNE-AGENT/SKILL.md in the agent-maxxing skills folder. Follow its self-fine-tune protocol. Internalize anti-patterns, execution protocol, and writing style. From now on, check for relevant skills before every task.

That's it. One prompt. Your agent reads everything, learns the patterns, and starts applying them. It won't be perfect (context windows have limits), but it'll be noticeably better.


📜 License

MIT License — use these skills anywhere, no restrictions.


<div align="center">

Built for agents, by someone who got tired of generic AI output.

Image: GitHub

</div>

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.