For developers who think faster than they type

Rough notes → clean code snippets

Paste your messy notes. Get AI-polished, production-ready code snippets in seconds. No IDE. No setup. Just clean code.

Your rough notesplain text
function that reads a csv file skip blank rows return list of dicts use the header row as keys should handle utf-8 with bom
Polished snippetpython
import csv
from pathlib import Path

def read_csv_as_dicts(path: str | Path) -> list[dict[str, str]]:
    """Read a CSV file and return its rows as dicts keyed by header.

    Blank rows are skipped. UTF-8 BOM is handled transparently.
    """
    rows: list[dict[str, str]] = []
    with open(path, newline="", encoding="utf-8-sig") as f:
        reader = csv.DictReader(f)
        for row in reader:
            if not any((v or "").strip() for v in row.values()):
                continue
            rows.append(row)
    return rows

Three steps. No friction.

SnipForge sits between the back of your head and your codebase.

01

Paste notes

Drop in rough ideas, requirements, or pseudocode. Bullet points and half-sentences are fine.

02

AI polishes

Proper naming, docstrings, edge case handling, and clean formatting — produced in the language you pick.

03

Copy and go

One-click copy. Account history. No re-explaining yourself to anyone or anything.

Works with
Python JavaScript TypeScript Bash Go

Simple pricing

Start free. Upgrade when you ship more.

Free

$0 / month
  • 10 generates / month
  • All supported languages
  • Last 5 snippets in history