Vitalis_Devcore / src /codegen_engine.py
FerrellSyntheticIntelligence
Add understanding engine, conversation interface, meditation engine, unified launcher
7d9e142
#!/usr/bin/env python3
"""
VITALIS CODEGEN ENGINE
Real code generation. Not stubs. Not scaffolds.
"scaffold auth" β†’ complete JWT auth system with routes, middleware, models.
"""
import re, os, json, time
from pathlib import Path
from typing import Dict, List, Optional, Tuple
# ── FULL CODE TEMPLATES ───────────────────────────────────────────────
# These generate working files, not stubs.
GENERATORS: Dict[str, Dict] = {
"auth": {
"description": "Complete JWT authentication system",
"tags": ["auth", "jwt", "login", "register", "security"],
"files": {
"auth/middleware.py": '''import jwt, os
from datetime import datetime, timedelta, timezone
from functools import wraps
from flask import request, jsonify, g
SECRET = os.getenv("JWT_SECRET", "CHANGE_THIS_SECRET")
ALGORITHM = "HS256"
def create_token(user_id: int, role: str = "user", hours: int = 24) -> str:
now = datetime.now(timezone.utc)
return jwt.encode(
{"sub": str(user_id), "role": role, "iat": now,
"exp": now + timedelta(hours=hours)},
SECRET, algorithm=ALGORITHM
)
def decode_token(token: str) -> dict:
return jwt.decode(token, SECRET, algorithms=[ALGORITHM])
def require_auth(f):
@wraps(f)
def decorated(*args, **kwargs):
raw = request.headers.get("Authorization", "")
token = raw.replace("Bearer ", "").strip()
if not token:
return jsonify({"error": "Unauthorized"}), 401
try:
g.user = decode_token(token)
except jwt.ExpiredSignatureError:
return jsonify({"error": "Token expired"}), 401
except jwt.InvalidTokenError:
return jsonify({"error": "Invalid token"}), 401
return f(*args, **kwargs)
return decorated
def require_role(role: str):
def decorator(f):
@wraps(f)
def decorated(*args, **kwargs):
if not hasattr(g, "user") or g.user.get("role") != role:
return jsonify({"error": "Forbidden"}), 403
return f(*args, **kwargs)
return decorated
return decorator
''',
"auth/routes.py": '''from flask import Blueprint, request, jsonify
from werkzeug.security import generate_password_hash, check_password_hash
from .middleware import create_token, require_auth
from .models import User
from extensions import db
auth_bp = Blueprint("auth", __name__, url_prefix="/auth")
@auth_bp.post("/register")
def register():
data = request.get_json(force=True)
email = data.get("email", "").strip().lower()
password = data.get("password", "")
if not email or not password:
return jsonify({"error": "Email and password required"}), 400
if len(password) < 8:
return jsonify({"error": "Password must be at least 8 characters"}), 400
if User.query.filter_by(email=email).first():
return jsonify({"error": "Email already registered"}), 409
user = User(
email=email,
password_hash=generate_password_hash(password),
role="user",
)
db.session.add(user)
db.session.commit()
token = create_token(user.id, user.role)
return jsonify({"token": token, "user": user.to_dict()}), 201
@auth_bp.post("/login")
def login():
data = request.get_json(force=True)
email = data.get("email", "").strip().lower()
password = data.get("password", "")
user = User.query.filter_by(email=email).first()
if not user or not check_password_hash(user.password_hash, password):
return jsonify({"error": "Invalid credentials"}), 401
token = create_token(user.id, user.role)
return jsonify({"token": token, "user": user.to_dict()})
@auth_bp.get("/me")
@require_auth
def me():
from flask import g
user = User.query.get(int(g.user["sub"]))
if not user:
return jsonify({"error": "User not found"}), 404
return jsonify({"user": user.to_dict()})
@auth_bp.post("/refresh")
@require_auth
def refresh():
from flask import g
new_token = create_token(int(g.user["sub"]), g.user.get("role", "user"))
return jsonify({"token": new_token})
''',
"auth/models.py": '''from datetime import datetime, timezone
from extensions import db
class User(db.Model):
__tablename__ = "users"
id = db.Column(db.Integer, primary_key=True)
email = db.Column(db.String(255), unique=True, nullable=False, index=True)
password_hash = db.Column(db.String(512), nullable=False)
role = db.Column(db.String(50), default="user", nullable=False)
is_active = db.Column(db.Boolean, default=True, nullable=False)
created_at = db.Column(db.DateTime, default=lambda: datetime.now(timezone.utc))
last_login = db.Column(db.DateTime, nullable=True)
def to_dict(self):
return {
"id": self.id,
"email": self.email,
"role": self.role,
"is_active": self.is_active,
"created_at": self.created_at.isoformat(),
}
def __repr__(self):
return f"<User {self.email}>"
''',
"auth/__init__.py": "from .routes import auth_bp\n__all__ = ['auth_bp']\n",
}
},
"api": {
"description": "Full REST API scaffold with Flask blueprints",
"tags": ["api", "rest", "flask", "blueprint", "backend"],
"files": {
"api/app.py": '''import os
from flask import Flask, jsonify
from flask_cors import CORS
from extensions import db
from auth import auth_bp
def create_app(config: dict = None) -> Flask:
app = Flask(__name__)
app.config["SQLALCHEMY_DATABASE_URI"] = os.getenv(
"DATABASE_URL", "sqlite:///vitalis.db"
)
app.config["SQLALCHEMY_TRACK_MODIFICATIONS"] = False
app.config["SECRET_KEY"] = os.getenv("SECRET_KEY", "dev-secret-change-me")
if config:
app.config.update(config)
CORS(app, resources={r"/api/*": {"origins": "*"}})
db.init_app(app)
# Register blueprints
app.register_blueprint(auth_bp)
@app.errorhandler(404)
def not_found(e):
return jsonify({"error": "Not found"}), 404
@app.errorhandler(500)
def server_error(e):
return jsonify({"error": "Internal server error"}), 500
@app.get("/health")
def health():
return jsonify({"status": "ok", "service": "vitalis-api"})
with app.app_context():
db.create_all()
return app
if __name__ == "__main__":
app = create_app()
app.run(debug=os.getenv("FLASK_DEBUG", "1") == "1", port=5000)
''',
"api/extensions.py": "from flask_sqlalchemy import SQLAlchemy\ndb = SQLAlchemy()\n",
"api/requirements.txt": (
"flask>=3.0\nflask-sqlalchemy>=3.0\nflask-cors>=4.0\n"
"pyjwt>=2.8\nwerkzeug>=3.0\npython-dotenv>=1.0\n"
),
"api/.env.example": (
"DATABASE_URL=sqlite:///vitalis.db\n"
"JWT_SECRET=change-this-to-something-long-and-random\n"
"SECRET_KEY=another-secret-change-this\n"
"FLASK_DEBUG=1\n"
),
}
},
"react-app": {
"description": "React app with auth, routing, and API client",
"tags": ["react", "frontend", "spa", "auth", "routing"],
"files": {
"frontend/src/api/client.js": '''const BASE_URL = process.env.REACT_APP_API_URL || "http://localhost:5000";
class APIClient {
constructor() {
this.base = BASE_URL;
}
_headers(extra = {}) {
const token = localStorage.getItem("token");
return {
"Content-Type": "application/json",
...(token ? { Authorization: `Bearer ${token}` } : {}),
...extra,
};
}
async _fetch(path, opts = {}) {
const res = await fetch(`${this.base}${path}`, {
...opts,
headers: this._headers(opts.headers),
});
const data = await res.json().catch(() => ({}));
if (!res.ok) throw new Error(data.error || `HTTP ${res.status}`);
return data;
}
get(path) { return this._fetch(path); }
post(path, body) { return this._fetch(path, { method: "POST", body: JSON.stringify(body) }); }
put(path, body) { return this._fetch(path, { method: "PUT", body: JSON.stringify(body) }); }
delete(path) { return this._fetch(path, { method: "DELETE" }); }
}
export const api = new APIClient();
export default api;
''',
"frontend/src/hooks/useAuth.js": '''import { useState, useEffect, useCallback } from "react";
import api from "../api/client";
export const useAuth = () => {
const [user, setUser] = useState(null);
const [loading, setLoading] = useState(true);
const [error, setError] = useState(null);
const fetchMe = useCallback(async () => {
const token = localStorage.getItem("token");
if (!token) { setLoading(false); return; }
try {
const { user } = await api.get("/auth/me");
setUser(user);
} catch {
localStorage.removeItem("token");
} finally {
setLoading(false);
}
}, []);
useEffect(() => { fetchMe(); }, [fetchMe]);
const login = async (email, password) => {
setError(null);
try {
const { token, user } = await api.post("/auth/login", { email, password });
localStorage.setItem("token", token);
setUser(user);
return user;
} catch (err) {
setError(err.message);
throw err;
}
};
const register = async (email, password) => {
setError(null);
try {
const { token, user } = await api.post("/auth/register", { email, password });
localStorage.setItem("token", token);
setUser(user);
return user;
} catch (err) {
setError(err.message);
throw err;
}
};
const logout = () => {
localStorage.removeItem("token");
setUser(null);
};
return { user, loading, error, login, register, logout, isAuthenticated: !!user };
};
export default useAuth;
''',
"frontend/src/components/PrivateRoute.jsx": '''import { Navigate } from "react-router-dom";
import useAuth from "../hooks/useAuth";
const PrivateRoute = ({ children, requiredRole }) => {
const { user, loading, isAuthenticated } = useAuth();
if (loading) return <div className="loading">Loading...</div>;
if (!isAuthenticated) return <Navigate to="/login" replace />;
if (requiredRole && user?.role !== requiredRole) return <Navigate to="/" replace />;
return children;
};
export default PrivateRoute;
''',
}
},
"agent": {
"description": "Autonomous agent loop with memory and tool use",
"tags": ["agent", "autonomous", "loop", "tools", "memory"],
"files": {
"agents/base_agent.py": '''#!/usr/bin/env python3
"""
Vitalis Base Agent
Self-directed execution loop with memory, tools, and self-correction.
"""
import time
from abc import ABC, abstractmethod
from typing import Any, Dict, List, Optional
from pathlib import Path
import json
class BaseTool:
name: str = "base_tool"
description: str = "Override this"
def run(self, **kwargs) -> Any:
raise NotImplementedError
class AgentMemory:
def __init__(self, path: Optional[Path] = None):
self.path = path or (Path.home() / ".vitalis_workspace" / "agent_memory.json")
self._store: List[Dict] = self._load()
def _load(self) -> List[Dict]:
if self.path.exists():
try:
return json.loads(self.path.read_text())
except Exception:
return []
return []
def add(self, role: str, content: str):
self._store.append({"role": role, "content": content, "ts": time.time()})
self.path.parent.mkdir(parents=True, exist_ok=True)
self.path.write_text(json.dumps(self._store[-200:], indent=2))
def recent(self, n: int = 10) -> List[Dict]:
return self._store[-n:]
def clear(self):
self._store = []
if self.path.exists():
self.path.unlink()
class BaseAgent(ABC):
MAX_STEPS = 20
STEP_DELAY = 0.5
def __init__(self, name: str = "VitalisAgent"):
self.name = name
self.memory = AgentMemory()
self.tools: Dict[str, BaseTool] = {}
self._steps = 0
self._running = False
def register_tool(self, tool: BaseTool):
self.tools[tool.name] = tool
print(f"[AGENT:{self.name}] Tool registered: {tool.name}")
def use_tool(self, tool_name: str, **kwargs) -> Any:
tool = self.tools.get(tool_name)
if not tool:
return f"ERROR: Tool '{tool_name}' not found. Available: {list(self.tools.keys())}"
try:
result = tool.run(**kwargs)
self.memory.add("tool", f"{tool_name}({kwargs}) β†’ {str(result)[:200]}")
return result
except Exception as e:
err = f"Tool '{tool_name}' failed: {e}"
self.memory.add("error", err)
return err
@abstractmethod
def think(self, state: Dict) -> Dict:
"""Override: decide next action given current state."""
pass
@abstractmethod
def act(self, decision: Dict) -> Any:
"""Override: execute the decided action."""
pass
@abstractmethod
def is_done(self, state: Dict) -> bool:
"""Override: return True when goal is reached."""
pass
def run(self, goal: str, initial_state: Optional[Dict] = None) -> Any:
print(f"[AGENT:{self.name}] Starting. Goal: {goal}")
self.memory.add("system", f"Goal: {goal}")
state = initial_state or {"goal": goal, "step": 0, "results": []}
self._running = True
self._steps = 0
last_result = None
while self._running and self._steps < self.MAX_STEPS:
if self.is_done(state):
print(f"[AGENT:{self.name}] Goal reached in {self._steps} steps.")
break
try:
decision = self.think(state)
result = self.act(decision)
last_result = result
state["step"] = self._steps
state["results"].append({"step": self._steps, "decision": decision, "result": str(result)[:300]})
self.memory.add("assistant", f"Step {self._steps}: {decision} β†’ {str(result)[:150]}")
except Exception as e:
print(f"[AGENT:{self.name}] Step {self._steps} error: {e}")
self.memory.add("error", str(e))
state["last_error"] = str(e)
self._steps += 1
time.sleep(self.STEP_DELAY)
if self._steps >= self.MAX_STEPS:
print(f"[AGENT:{self.name}] Max steps reached ({self.MAX_STEPS}).")
self._running = False
return last_result
def stop(self):
self._running = False
print(f"[AGENT:{self.name}] Stopped.")
''',
}
},
}
# ── INTENT PARSER ─────────────────────────────────────────────────────
INTENT_MAP: Dict[str, List[str]] = {
"auth": ["auth", "authentication", "jwt", "login", "register", "token"],
"api": ["api", "rest", "backend", "server", "flask", "express", "routes"],
"react-app": ["react", "frontend", "spa", "ui", "component", "hooks"],
"agent": ["agent", "autonomous", "loop", "tool", "self-directed"],
}
def parse_intent(prompt: str) -> Optional[str]:
"""Map a natural-language prompt to a generator key."""
p = prompt.lower()
best_key, best_score = None, 0
for key, keywords in INTENT_MAP.items():
score = sum(1 for kw in keywords if kw in p)
if score > best_score:
best_score, best_key = score, key
return best_key if best_score > 0 else None
# ── CODEGEN ENGINE ─────────────────────────────────────────────────────
class CodegenEngine:
"""
Turns intent into working code files.
No stubs. No TODOs. Real output.
"""
def __init__(self, output_root: Optional[str] = None):
self.output_root = Path(output_root or os.getcwd())
self.log_path = Path.home() / ".vitalis_workspace" / "codegen_log.json"
self.log_path.parent.mkdir(parents=True, exist_ok=True)
self._log: List[Dict] = []
def generate(
self,
intent: str,
dry_run: bool = False,
variables: Optional[Dict[str, str]] = None,
) -> Dict:
"""
Generate code from intent string.
"""
key = parse_intent(intent)
if key is None:
key = intent.strip().lower().replace(" ", "-")
gen = GENERATORS.get(key)
if gen is None:
available = list(GENERATORS.keys())
return {
"error": f"No generator for '{intent}'",
"available": available,
"hint": f"Try one of: {', '.join(available)}",
}
written: List[str] = []
skipped: List[str] = []
for rel_path, content in gen["files"].items():
if variables:
for k, v in variables.items():
content = content.replace(f"{{{k}}}", v)
full_path = self.output_root / rel_path
if dry_run:
print(f"\n{'─'*60}")
print(f"FILE: {rel_path}")
print('─'*60)
print(content[:800] + ("\n..." if len(content) > 800 else ""))
written.append(rel_path)
continue
if full_path.exists():
skipped.append(rel_path)
print(f"[CODEGEN] Skip (exists): {rel_path}")
continue
full_path.parent.mkdir(parents=True, exist_ok=True)
full_path.write_text(content, encoding="utf-8")
written.append(rel_path)
print(f"[CODEGEN] βœ“ Written: {rel_path}")
result = {
"key": key,
"description": gen["description"],
"files": written,
"skipped": skipped,
"output_root": str(self.output_root),
"dry_run": dry_run,
}
self._log.append({"ts": time.time(), **result})
self.log_path.write_text(json.dumps(self._log[-100:], indent=2))
return result
def generate_snippet(self, intent: str, variables: Optional[Dict[str, str]] = None) -> str:
"""
Return a single code snippet for the intent (no file writing).
Useful for inline IDE suggestions.
"""
from src.knowledge_seeder import KnowledgeSeeder, KNOWLEDGE_SEEDS
seeder = KnowledgeSeeder()
results = seeder.search(intent, top_k=1)
if results:
template = results[0].get("template", "")
if variables:
for k, v in variables.items():
template = template.replace(f"{{{k}}}", v)
return template
for key, seed in KNOWLEDGE_SEEDS.items():
if any(tag in intent.lower() for tag in seed.get("tags", [])):
template = seed["template"]
if variables:
for k, v in variables.items():
template = template.replace(f"{{{k}}}", v)
return template
return f"# No snippet found for: {intent}\n# Try: auth, api, react, async, websocket, agent\n"
def list_generators(self) -> List[Dict]:
"""List all available generators."""
return [
{"key": k, "description": v["description"], "tags": v.get("tags", []),
"files": list(v["files"].keys())}
for k, v in GENERATORS.items()
]
def add_generator(self, key: str, description: str, files: Dict[str, str], tags: List[str] = None):
"""Register a custom generator at runtime."""
GENERATORS[key] = {"description": description, "files": files, "tags": tags or []}
print(f"[CODEGEN] Generator registered: {key}")
if __name__ == "__main__":
import sys
engine = CodegenEngine()
if len(sys.argv) < 2:
print("Usage: python3 -m src.codegen_engine <command> [args]")
print("\nCommands:")
print(" list β€” list all generators")
print(" generate <intent> β€” generate files for intent")
print(" preview <intent> β€” dry-run, print files without writing")
print(" snippet <intent> β€” print a single code snippet")
sys.exit(0)
cmd = sys.argv[1]
if cmd == "list":
for g in engine.list_generators():
print(f"\n── {g['key']} ──")
print(f" {g['description']}")
print(f" Files: {', '.join(g['files'])}")
print(f" Tags: {', '.join(g['tags'])}")
elif cmd == "generate" and len(sys.argv) > 2:
intent = " ".join(sys.argv[2:])
result = engine.generate(intent)
if "error" in result:
print(f"[!] {result['error']}")
print(f" {result.get('hint', '')}")
else:
print(f"\n[βœ“] Generated {len(result['files'])} files for: {result['key']}")
elif cmd == "preview" and len(sys.argv) > 2:
intent = " ".join(sys.argv[2:])
engine.generate(intent, dry_run=True)
elif cmd == "snippet" and len(sys.argv) > 2:
intent = " ".join(sys.argv[2:])
print(engine.generate_snippet(intent))
else:
print(f"Unknown command: {cmd}")