The AI Operating System for Production-Grade Development

Build production-grade features 3–5x faster — with enforced architecture, autonomous workflows, and a self-learning AI that never repeats mistakes.

PikaKit transforms any AI into a Senior Engineer — not by prompting harder, but by controlling how it executes, learns, and improves over time.

npx pikakit

Used with Cursor · Windsurf · Roo Code · Cline · Antigravity

⚡ AI Coding is Broken

Today’s AI tools can write code — but they:

• Break your architecture
• Forget past mistakes
• Require constant supervision
• Produce inconsistent results

PikaKit Fixes This

PikaKit turns AI into a deterministic engineering system:

• Enforces architecture & best practices
• Learns from every failure
• Executes workflows autonomously
• Ships production-ready code

⚡ What Makes PikaKit Different?

Without PikaKit:

• AI = autocomplete
• You = babysitter
• Bugs = repeated forever

With PikaKit:

• AI follows enforced engineering rules
• Errors become permanent knowledge
• Fixes evolve into reusable Skills
• Workflows execute end-to-end autonomously
• Dynamic Skill Detection auto-loads domain expertise based on your prompt

🏗️ System Overview

You → AI → PikaKit → Production Code
             ↑
      Learns from mistakes

FAANG-Grade Pipeline

/think → /plan → /build → /validate → /launch → /monitor
  ↑                                                  |
  └──────────────── feedback loop ───────────────────┘

Deep Architecture

flowchart TD
    subgraph IDE ["PikaKit Engine (VS Code)"]
        A[Real-time Errors] --> B[Auto-click CDP]
    end
    subgraph Brain ["The Knowledge Engine"]
        A -->|Ingest| C(Raw Signals)
        C -->|Compile| D(Concept Wiki)
        D -->|Generate| E[Executable Skills]
    end
    subgraph Runtime ["Workflows & Skills"]
        E --> F[Agent routing & Execution]
        F --> G[Project completed securely]
    end
    style IDE fill:#374151,color:#fff
    style Brain fill:#18181b,color:#fff,stroke:#10b981
    style Runtime fill:#065f46,color:#fff

🧱 The 5 Pillars

1️⃣ Executable Skills

53 battle-tested engineering capabilities injected directly into the AI runtime — enforcing architecture, security, and performance constraints.

Top Skills include:

• ⚛️ react-pro: Next.js App Router & React expert.
• 🐞 debug-pro: Systematic root-cause analysis & defense-in-depth verification.
• 📐 system-design: Architectural decision framework & ADR documentation.

2️⃣ Autonomous Workflows

Run complex tasks with a single command:

• /autopilot — plan → build → test → ship
• /think — structured decision-making
• /diagnose — hypothesis-driven debugging

All 7 core workflows include Phase 0: Dynamic Skill Detection — automatically scanning your prompt for domain signals (SEO, Auth, Mobile, etc.) and injecting the right specialist skills at runtime.

3️⃣ Self-Learning Knowledge Engine

Every failure becomes permanent:

• Errors → captured
• Fixes → compiled
• Patterns → turned into new Skills

4️⃣ Modular Rules Architecture

4 focused rule files that control AI behavior:

| File | Purpose | |------|---------| | GEMINI.md | Supreme Law — safety, skill routing, hard gate | | autopilot.md | Autonomous execution, agent hierarchy, metrics | | code-rules.md | Task classification, code standards, checklists | | dynamic-skill-detection.md | Phase 0 domain signal → skill mapping (25 domains) |

Zero duplication — each fact lives in exactly one file. Others cross-reference.

5️⃣ IDE Execution Layer

A PikaKit Engine extension that gives AI real-world control:

• Reads errors in real-time
• Prevents destructive actions
• Handles UI interactions automatically

🛡️ Built for Safe Autonomy

PikaKit operates under strict safeguards:

• Human approval for critical operations
• Automatic Git checkpoints before risky changes
• Multi-layer rollback system (6 levels)
• Zero destructive actions without confirmation

Autonomy without control is dangerous. PikaKit gives you both.

⚡ Get Started in Seconds

Prerequisites

• Node.js: v18 or newer.
• AI Editor: Cursor, Windsurf, Roo Code, Cline, or Antigravity.
• LLM Context: Claude 3.5 Sonnet or Gemini 3.1 Pro via API (recommended for best autonomy).

Quick Start

npx pikakit

Then in your AI editor:

Run /autopilot to rebuild auth using Next.js App Router

Updating PikaKit

To update to the latest version while safely preserving your personal data (knowledge base, memory, concepts):

npx pikakit update

(Tip: Add --force to skip interactive prompts: npx pikakit update --force)

🧠 Not a Prompt Library. Not a Wrapper.

PikaKit is an AI Operating System.

It sits between your AI and your codebase — controlling execution, enforcing rules, and continuously improving outcomes.

Like how Docker standardized environments, PikaKit standardizes AI behavior in production.

🔥 Built for Serious Developers

Designed for teams who want:

• Production-grade AI outputs
• Deterministic behavior
• Long-term learning systems

Not just demos. Not just prototypes.

🤝 Contributing

We welcome contributions to PikaKit! Whether it's adding a new Skill, improving documentation, or fixing a bug, please feel free to open a Pull Request or Issue on GitHub.

⚖️ License

PikaKit is open-source software licensed under the MIT License.

🚀 Stop Prompting. Start Building.

Turn your AI into a real engineer.

npx pikakit

PikaKit v3.9.160 · 53 Skills · 19 Workflows · 4 Rules · Phase 0 Dynamic Detection

⭐ Star on GitHub · Install via npm · pikakit.com