From 7990dc65757b4f780fc8151f4f7b6863bcc8a733 Mon Sep 17 00:00:00 2001
From: Raghav Pillai <raghavpillai101@gmail.com>
Date: Tue, 18 Nov 2025 18:04:34 -0800
Subject: [PATCH 1/5] Migrate gen-commit from Python to TypeScript

- Remove Python CLI and helpers (gencommit.py, utils/config.py, utils/llm_wrapper.py)
- Add Node/TypeScript CLI (src/cli.ts) implementing arg parsing, init, version, and commit flow
- Introduce TypeScript utils: config.ts (zod validation), llm-wrapper.ts (ai SDK adapters), prompts.ts
- Implement diff formatting, token estimation/truncation, retrying LLM calls, and safer git commit via spawnSync
- Add config initialization template and improved config error handling (ConfigError)
- Convert prompt templates to TS and wire LLM chat to generate structured commit messages
- Remove Python package entry import (src/__init__.py) to reflect migration
---
 src/__init__.py                      |   1 -
 src/cli.ts                           | 341 +++++++++++++++++++++++++++
 src/gencommit.py                     | 195 ---------------
 src/utils/config.py                  |  31 ---
 src/utils/config.ts                  |  81 +++++++
 src/utils/llm-wrapper.ts             | 110 +++++++++
 src/utils/llm_wrapper.py             |  72 ------
 src/utils/{prompts.py => prompts.ts} |  20 +-
 8 files changed, 542 insertions(+), 309 deletions(-)
 delete mode 100644 src/__init__.py
 create mode 100644 src/cli.ts
 delete mode 100644 src/gencommit.py
 delete mode 100644 src/utils/config.py
 create mode 100644 src/utils/config.ts
 create mode 100644 src/utils/llm-wrapper.ts
 delete mode 100644 src/utils/llm_wrapper.py
 rename src/utils/{prompts.py => prompts.ts} (74%)

diff --git a/src/__init__.py b/src/__init__.py
deleted file mode 100644
index f7b1b0e..0000000
--- a/src/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-from .gencommit import gencommit
diff --git a/src/cli.ts b/src/cli.ts
new file mode 100644
index 0000000..8cb21ae
--- /dev/null
+++ b/src/cli.ts
@@ -0,0 +1,341 @@
+#!/usr/bin/env node
+
+import { execSync, spawnSync } from "node:child_process";
+import { existsSync, writeFileSync } from "node:fs";
+import { z } from "zod";
+import {
+  CONFIG_FILE,
+  type Config,
+  ConfigError,
+  readConfig,
+  readVersionFromPackageJson,
+} from "./utils/config";
+import { chat } from "./utils/llm-wrapper";
+import {
+  COMMIT_PROMPT_SYSTEM,
+  COMMIT_PROMPT_WITH_DESCRIPTION,
+} from "./utils/prompts";
+
+const VERSION = readVersionFromPackageJson();
+
+const CommitMessageSchema = z.object({
+  commit_message: z
+    .string()
+    .describe("Brief descriptive commit message in no longer than 10 words"),
+  commit_description: z
+    .string()
+    .describe("Hyphenated bullet point list of changes"),
+});
+
+type CommitMessage = z.infer<typeof CommitMessageSchema>;
+
+interface Args {
+  m?: string;
+  d?: string;
+  init?: boolean;
+  version?: boolean;
+  unknownArgs: string[];
+}
+
+function parseArgs(): Args {
+  const args = process.argv.slice(2);
+  const parsed: Args = { unknownArgs: [] };
+
+  for (let i = 0; i < args.length; i++) {
+    const arg = args[i];
+
+    if (arg === "-m" && i + 1 < args.length) {
+      parsed.m = args[++i];
+    } else if (arg === "-d" && i + 1 < args.length) {
+      parsed.d = args[++i];
+    } else if (arg === "--init" || arg === "--initialize") {
+      parsed.init = true;
+    } else if (arg === "--version" || arg === "--v") {
+      parsed.version = true;
+    } else {
+      parsed.unknownArgs.push(arg);
+    }
+  }
+
+  return parsed;
+}
+
+function formatDiff(diffText: string, maxLineLength: number): string {
+  const fileChanges: Record<
+    string,
+    Array<{ type: "add" | "remove"; content: string }>
+  > = {};
+  let currentFile = "";
+
+  for (const line of diffText.split("\n")) {
+    if (line.startsWith("diff --git")) {
+      const parts = line.split(" ");
+      currentFile = parts[parts.length - 1].replace(/^b\//, "");
+      fileChanges[currentFile] = [];
+    } else if (line.startsWith("+") && !line.startsWith("+++")) {
+      if (currentFile) {
+        fileChanges[currentFile].push({
+          type: "add",
+          content: line.slice(1, maxLineLength + 1).trim(),
+        });
+      }
+    } else if (line.startsWith("-") && !line.startsWith("---")) {
+      if (currentFile) {
+        fileChanges[currentFile].push({
+          type: "remove",
+          content: line.slice(1, maxLineLength + 1).trim(),
+        });
+      }
+    }
+  }
+
+  // Format into structured output
+  let formattedDiff = "### Git Changes Summary ###\n\n";
+
+  for (const [filename, changes] of Object.entries(fileChanges)) {
+    formattedDiff += `File: ${filename}\n`;
+    formattedDiff += "Changes:\n";
+
+    const limit = filename.endsWith(".lock") ? 30 : 2000;
+    const limitedChanges = changes.slice(0, limit);
+
+    for (const change of limitedChanges) {
+      const prefix = change.type === "add" ? "+" : "-";
+      formattedDiff += `${prefix} ${change.content}\n`;
+    }
+
+    if (changes.length > limit) {
+      formattedDiff += `\n... (${changes.length - limit} additional changes truncated)\n`;
+    }
+
+    formattedDiff += "\n";
+  }
+
+  return formattedDiff;
+}
+
+// Simple tokenizer approximation (4 chars ≈ 1 token)
+function estimateTokens(text: string): number {
+  return Math.ceil(text.length / 4);
+}
+
+function truncateToTokenLimit(text: string, maxTokens: number): string {
+  const estimatedTokens = estimateTokens(text);
+  if (estimatedTokens <= maxTokens) {
+    return text;
+  }
+
+  // Approximate character limit
+  const charLimit = maxTokens * 4;
+  return text.slice(0, charLimit);
+}
+
+async function generateCommitMessage(
+  diffText: string,
+  maxTokensAllowed: number,
+  maxRetries = 3,
+): Promise<CommitMessage> {
+  if (!diffText) {
+    throw new Error("No changes to commit");
+  }
+
+  const truncatedDiff = truncateToTokenLimit(diffText, maxTokensAllowed);
+  let lastError: Error | undefined;
+
+  for (let attempt = 1; attempt <= maxRetries; attempt++) {
+    try {
+      if (attempt > 1) {
+        console.log(`Retrying... (attempt ${attempt}/${maxRetries})`);
+      }
+
+      const llmResponse = await chat<typeof CommitMessageSchema>(
+        COMMIT_PROMPT_SYSTEM(),
+        COMMIT_PROMPT_WITH_DESCRIPTION(truncatedDiff),
+        CommitMessageSchema,
+      );
+      return llmResponse;
+    } catch (error) {
+      lastError = error as Error;
+
+      if (attempt < maxRetries) {
+        const delay = Math.min(1000 * 2 ** (attempt - 1), 5000);
+        console.error(`Attempt ${attempt} failed, retrying in ${delay}ms...`);
+        await new Promise((resolve) => setTimeout(resolve, delay));
+      }
+    }
+  }
+
+  console.error("Error generating commit message:", lastError);
+  throw lastError;
+}
+
+const DEFAULT_CONFIG_TEMPLATE = `MODEL=anthropic:claude-3-5-sonnet-20241022
+OPENAI_API_KEY=
+ANTHROPIC_API_KEY=
+GOOGLE_API_KEY=
+MAX_LINE_LENGTH=300
+MAX_TOKENS_ALLOWED=30000`;
+
+async function initialize(): Promise<boolean> {
+  const configFile = CONFIG_FILE;
+
+  if (existsSync(configFile)) {
+    const readline = require("node:readline").createInterface({
+      input: process.stdin,
+      output: process.stdout,
+    });
+
+    return new Promise<boolean>((resolve) => {
+      readline.question(
+        `Config file already exists at ${configFile}. Overwrite? (Y/n): `,
+        (answer: string) => {
+          readline.close();
+          const response = answer.trim().toLowerCase();
+
+          if (response !== "y" && response !== "") {
+            console.log("Initialization cancelled.");
+            resolve(false);
+            return;
+          }
+
+          writeFileSync(configFile, DEFAULT_CONFIG_TEMPLATE);
+          console.log(
+            "gen-commit initialized successfully, wrote config to ~/.gen-commit",
+          );
+          resolve(true);
+        },
+      );
+    });
+  }
+
+  writeFileSync(configFile, DEFAULT_CONFIG_TEMPLATE);
+  console.log(
+    "gen-commit initialized successfully, wrote config to ~/.gen-commit",
+  );
+  return true;
+}
+
+async function main() {
+  const args = parseArgs();
+
+  if (args.version) {
+    console.log(`gencommit ${VERSION}`);
+    process.exit(0);
+  }
+
+  if (args.init) {
+    const success = await initialize();
+    process.exit(success ? 0 : 1);
+  }
+
+  let config: Config;
+  try {
+    config = readConfig();
+  } catch (error) {
+    if (error instanceof ConfigError) {
+      console.error(error.message);
+      process.exit(1);
+    }
+    throw error;
+  }
+
+  const MAX_LINE_LENGTH = parseInt(config.MAX_LINE_LENGTH || "300", 10);
+  const MAX_TOKENS_ALLOWED = parseInt(config.MAX_TOKENS_ALLOWED || "30000", 10);
+
+  const hasMessage = args.m !== undefined;
+  const hasDescription = args.d !== undefined;
+
+  // Check if there are any commits
+  let commitsExist = true;
+  try {
+    execSync("git rev-parse --verify HEAD", {
+      encoding: "utf-8",
+      stdio: "pipe",
+    });
+  } catch {
+    commitsExist = false;
+  }
+
+  // Check for unstaged changes if -a flag is present
+  if (args.unknownArgs.includes("-a")) {
+    try {
+      const unstagedChanges = execSync("git status --porcelain", {
+        encoding: "utf-8",
+        stdio: "pipe",
+      }).trim();
+      if (!unstagedChanges) {
+        console.error("No changes detected.");
+        process.exit(1);
+      }
+    } catch (_error) {
+      console.error("Error checking for unstaged changes");
+      process.exit(1);
+    }
+  }
+
+  // Check for staged changes
+  try {
+    const stagedChanges = execSync("git diff --staged --name-only", {
+      encoding: "utf-8",
+      stdio: "pipe",
+    }).trim();
+    if (!stagedChanges && !args.unknownArgs.includes("-a")) {
+      console.error("No changes staged for commit.");
+      process.exit(1);
+    }
+  } catch (_error) {
+    console.error("Error checking staged changes");
+    process.exit(1);
+  }
+
+  let commitMessage: string;
+  let commitDescription: string;
+
+  if (commitsExist) {
+    try {
+      const diffOutput = execSync("git diff --staged", {
+        encoding: "utf-8",
+        stdio: "pipe",
+      }).trim();
+      const formattedDiff = formatDiff(diffOutput, MAX_LINE_LENGTH);
+      const commitMessageObject = await generateCommitMessage(
+        formattedDiff,
+        MAX_TOKENS_ALLOWED,
+      );
+      commitMessage =
+        hasMessage && args.m ? args.m : commitMessageObject.commit_message;
+      commitDescription =
+        hasDescription && args.d
+          ? args.d
+          : commitMessageObject.commit_description;
+    } catch (error) {
+      console.error("Error generating commit message:", error);
+      process.exit(1);
+    }
+  } else {
+    commitMessage = hasMessage && args.m ? args.m : "Initial commit";
+    commitDescription = hasDescription && args.d ? args.d : "";
+  }
+
+  // Build git commit arguments (no shell escaping needed with spawnSync)
+  const gitArgs = ["commit", ...args.unknownArgs, "-m", commitMessage];
+  if (commitDescription) {
+    gitArgs.push("-m", commitDescription);
+  }
+
+  // Use spawnSync instead of execSync to avoid shell injection
+  const result = spawnSync("git", gitArgs, {
+    encoding: "utf-8",
+    stdio: "inherit",
+  });
+
+  if (result.error || result.status !== 0) {
+    console.error("Error executing git commit");
+    process.exit(1);
+  }
+}
+
+main().catch((error) => {
+  console.error("Fatal error:", error);
+  process.exit(1);
+});
diff --git a/src/gencommit.py b/src/gencommit.py
deleted file mode 100644
index 2501a69..0000000
--- a/src/gencommit.py
+++ /dev/null
@@ -1,195 +0,0 @@
-import argparse
-import os
-import subprocess
-import sys
-
-import tiktoken
-from pydantic import BaseModel, Field
-
-from .utils.config import read_config, read_version_from_pyproject
-from .utils.llm_wrapper import chat
-from .utils.prompts import (
-    COMMIT_PROMPT_SYSTEM,
-    COMMIT_PROMPT_WITH_DESCRIPTION,
-)
-
-CONFIG: dict = read_config()
-MAX_LINE_LENGTH: int = CONFIG.get("MAX_LINE_LENGTH", 300)
-MAX_TOKENS_ALLOWED: int = CONFIG.get("MAX_TOKENS_ALLOWED", 30000)
-VERSION: str = read_version_from_pyproject()
-
-
-class CommitMessage(BaseModel):
-    thinking: str = Field(
-        ...,
-        description="A scratchpad to put your concise reasoning and chain of thought after looking at the diffs.",
-    )
-    commit_message: str = Field(
-        ..., description="Brief descriptive commit message in no longer than 10 words"
-    )
-    commit_description: str = Field(
-        ..., description="Hyphenated bullet point list of changes"
-    )
-
-
-def format_diff(diff_text: str) -> str:
-    file_changes: dict[str, list[tuple[str, str]]] = {}
-    current_file: str = ""
-
-    for line in diff_text.split("\n"):
-        if line.startswith("diff --git"):
-            current_file = line.split()[-1].lstrip("b/")
-            file_changes[current_file] = []
-        elif line.startswith("+") and not line.startswith("+++"):
-            if current_file:
-                file_changes[current_file].append(
-                    ("add", line[1:MAX_LINE_LENGTH].strip())
-                )
-        elif line.startswith("-") and not line.startswith("---"):
-            if current_file:
-                file_changes[current_file].append(
-                    ("remove", line[1:MAX_LINE_LENGTH].strip())
-                )
-
-    # Format into a structured output
-    formatted_diff_text: str = "### Git Changes Summary ###\n\n"
-    for filename, changes in file_changes.items():
-        formatted_diff_text += f"File: {filename}\n"
-        formatted_diff_text += "Changes:\n"
-        limit: int = 30 if filename.endswith(".lock") else 2000
-        for change_type, content in changes[:limit]:
-            prefix = "+" if change_type == "add" else "-"
-            formatted_diff_text += f"{prefix} {content}\n"
-        if len(changes) > limit:
-            formatted_diff_text += (
-                f"\n... ({len(changes) - limit} additional changes truncated)\n"
-            )
-        formatted_diff_text += "\n"
-
-    return formatted_diff_text
-
-
-def generate_commit_message(diff_text: str) -> CommitMessage:
-    tokenizer: tiktoken.Encoding = tiktoken.encoding_for_model("gpt-4o")
-    if not diff_text:
-        return "No changes to commit", ""
-
-    token_list: list[int] = tokenizer.encode(diff_text)
-    truncated_tokens: list[int] = token_list[:MAX_TOKENS_ALLOWED]
-    truncated_diff: str = tokenizer.decode(truncated_tokens)
-
-    try:
-        llm_response: CommitMessage = chat(
-            system_prompt=COMMIT_PROMPT_SYSTEM(),
-            user_prompt=COMMIT_PROMPT_WITH_DESCRIPTION(truncated_diff),
-            response_model=CommitMessage,
-        )
-    except Exception as e:
-        print(f"Error generating commit message: {e}")
-        raise e
-    return llm_response
-
-
-def _initialize() -> bool:
-    home_dir: str = os.path.expanduser("~")
-    config_file: str = os.path.join(home_dir, ".gen-commit")
-    if os.path.exists(config_file):
-        user_input = (
-            input(f"Config file already exists at {config_file}. Overwrite? (Y/n): ")
-            .strip()
-            .lower()
-        )
-        if user_input not in ["y", ""]:
-            print("Initialization cancelled.")
-            return False
-
-    with open(config_file, "w") as f:
-        f.write(
-            "MODEL=anthropic:claude-3-5-sonnet-20241022\nOPENAI_API_KEY=\nANTHROPIC_API_KEY="
-        )
-    return True
-
-
-def gencommit():
-    arg_parser: argparse.ArgumentParser = argparse.ArgumentParser()
-    arg_parser.add_argument("-m", type=str, help="Override commit message")
-    arg_parser.add_argument("-d", type=str, help="Override commit description")
-    arg_parser.add_argument(
-        "--init", "--initialize", action="store_true", help="Initialize gen-commit"
-    )
-    arg_parser.add_argument(
-        "--version", "--v", action="version", version=f"%(prog)s {VERSION}"
-    )
-    found_args, unknown_args = arg_parser.parse_known_args()
-
-    has_message: bool = found_args.m is not None
-    has_description: bool = found_args.d is not None
-
-    if found_args.init:
-        success: bool = _initialize()
-        if success:
-            print("gen-commit initialized successfully, wrote config to ~/.gen-commit")
-            sys.exit(0)
-        else:
-            print("gen-commit initialization failed.")
-            sys.exit(1)
-
-    try:
-        # Check if there are any commits
-        subprocess.check_output(
-            ["git", "rev-parse", "--verify", "HEAD"], text=True
-        ).strip()
-        commits_exist = True
-    except subprocess.CalledProcessError:
-        commits_exist = False
-
-    if "-a" in unknown_args:
-        # Check for unstaged changes
-        unstaged_changes = subprocess.check_output(
-            ["git", "status", "--porcelain"],
-            text=True,
-        ).strip()
-        if not unstaged_changes:
-            print("No changes detected.")
-            sys.exit(1)
-
-    staged_changes = subprocess.check_output(
-        ["git", "diff", "--staged", "--name-only"],
-        text=True,
-    ).strip()
-    if not staged_changes and "-a" not in unknown_args:
-        print("No changes staged for commit.")
-        sys.exit(1)
-
-    commit_message: str
-    commit_description: str
-    if commits_exist:
-        diff_output: str = subprocess.check_output(
-            ["git", "diff", "--staged"], text=True
-        ).strip()
-        formatted_diff: str = format_diff(diff_output)
-        commit_message_object: CommitMessage = generate_commit_message(
-            diff_text=formatted_diff
-        )
-        commit_message = commit_message_object.commit_message
-        commit_description = commit_message_object.commit_description
-    else:
-        commit_message: str = found_args.m if has_message else "Initial commit"
-        commit_description: str = found_args.d if has_description else ""
-
-    commit_message = commit_message.replace('"', '\\"')
-    commit_description = commit_description.replace('"', '\\"')
-
-    commit_command: str
-    if commit_description:
-        commit_command = f"""git commit {" ".join(unknown_args)} -m "{commit_message}" -m "{commit_description}" """
-    else:
-        commit_command = (
-            f"""git commit {" ".join(unknown_args)} -m "{commit_message}" """
-        )
-
-    subprocess.run(commit_command, shell=True, check=True)
-
-
-if __name__ == "__main__":
-    gencommit()
diff --git a/src/utils/config.py b/src/utils/config.py
deleted file mode 100644
index 94c2c86..0000000
--- a/src/utils/config.py
+++ /dev/null
@@ -1,31 +0,0 @@
-import os
-import sys
-
-import tomli
-
-HOME_DIR: str = os.path.expanduser("~")
-CONFIG_FILE: str = os.path.join(HOME_DIR, ".gen-commit")
-
-
-def read_config() -> dict:
-    if not os.path.exists(CONFIG_FILE):
-        print(
-            f"Config file not found at {CONFIG_FILE}. Please run `gencommit --init` to create a config file."
-        )
-        sys.exit(1)
-
-    config: dict[str, str] = {}
-    with open(CONFIG_FILE, "r") as f:
-        for line in f:
-            key, value = line.strip().split("=", 1)
-            config[key] = value
-    return config
-
-
-def read_version_from_pyproject() -> str:
-    try:
-        with open("pyproject.toml", "rb") as f:
-            pyproject_data: dict[str, any] = tomli.load(f)
-        return pyproject_data["project"]["version"]
-    except (FileNotFoundError, KeyError):
-        return "0.0.0"  # Default version if not found
diff --git a/src/utils/config.ts b/src/utils/config.ts
new file mode 100644
index 0000000..3a6034c
--- /dev/null
+++ b/src/utils/config.ts
@@ -0,0 +1,81 @@
+import { existsSync, readFileSync } from "node:fs";
+import { homedir } from "node:os";
+import { join } from "node:path";
+import { z } from "zod";
+
+const HOME_DIR = homedir();
+export const CONFIG_FILE = join(HOME_DIR, ".gen-commit");
+
+const ConfigSchema = z.object({
+  MODEL: z.string().min(1, "MODEL is required and cannot be empty"),
+  OPENAI_API_KEY: z.string().optional(),
+  ANTHROPIC_API_KEY: z.string().optional(),
+  GOOGLE_API_KEY: z.string().optional(),
+  MAX_LINE_LENGTH: z.string().optional(),
+  MAX_TOKENS_ALLOWED: z.string().optional(),
+});
+
+export type Config = z.infer<typeof ConfigSchema>;
+
+export class ConfigError extends Error {
+  constructor(message: string) {
+    super(message);
+    this.name = "ConfigError";
+  }
+}
+
+export function readConfig(): Config {
+  if (!existsSync(CONFIG_FILE)) {
+    throw new ConfigError(
+      `Config file not found at ${CONFIG_FILE}. Please run \`gencommit --init\` to create a config file.`,
+    );
+  }
+
+  const config: Record<string, string> = {};
+  const fileContent = readFileSync(CONFIG_FILE, "utf-8");
+
+  for (const line of fileContent.split("\n")) {
+    const trimmedLine = line.trim();
+    if (trimmedLine && !trimmedLine.startsWith("#")) {
+      const separatorIndex = trimmedLine.indexOf("=");
+      if (separatorIndex !== -1) {
+        const key = trimmedLine.slice(0, separatorIndex).trim();
+        const value = trimmedLine.slice(separatorIndex + 1).trim();
+        if (key) {
+          // Normalize empty strings to undefined for optional fields
+          config[key] = value || undefined;
+        }
+      }
+    }
+  }
+
+  try {
+    return ConfigSchema.parse(config);
+  } catch (error) {
+    if (error instanceof z.ZodError) {
+      const issues = error.issues.map((issue) => issue.message).join(", ");
+      throw new ConfigError(`Invalid config file at ${CONFIG_FILE}: ${issues}`);
+    }
+    throw error;
+  }
+}
+
+export function readVersionFromPackageJson(): string {
+  try {
+    const packageJsonPath = join(process.cwd(), "package.json");
+    if (existsSync(packageJsonPath)) {
+      const packageJson = JSON.parse(readFileSync(packageJsonPath, "utf-8"));
+      return packageJson.version || "0.0.0";
+    }
+  } catch (_error) {
+    // Fallback: try to import from package.json directly
+    try {
+      // For when running as installed package
+      const packageJson = require("../../package.json");
+      return packageJson.version || "0.0.0";
+    } catch {
+      return "0.0.0";
+    }
+  }
+  return "0.0.0";
+}
diff --git a/src/utils/llm-wrapper.ts b/src/utils/llm-wrapper.ts
new file mode 100644
index 0000000..c20ed91
--- /dev/null
+++ b/src/utils/llm-wrapper.ts
@@ -0,0 +1,110 @@
+import { anthropic } from "@ai-sdk/anthropic";
+import { google } from "@ai-sdk/google";
+import { openai } from "@ai-sdk/openai";
+import { generateObject } from "ai";
+import type { z } from "zod";
+import { type Config, readConfig } from "./config";
+
+export interface ModelParams {
+  provider: string;
+  modelName: string;
+  apiKey: string;
+}
+
+export function getModelParams(): ModelParams {
+  const config: Config = readConfig();
+
+  if (!config.MODEL) {
+    throw new Error("MODEL not found in config");
+  }
+
+  const [provider, modelName] = config.MODEL.toLowerCase().split(":", 2);
+
+  if (!provider || !modelName) {
+    throw new Error('Invalid MODEL format. Expected "provider:model-name"');
+  }
+
+  let apiKey: string | undefined;
+
+  switch (provider) {
+    case "openai":
+      apiKey = config.OPENAI_API_KEY;
+      if (!apiKey) {
+        throw new Error("OPENAI_API_KEY not found in config");
+      }
+      break;
+    case "anthropic":
+      apiKey = config.ANTHROPIC_API_KEY;
+      if (!apiKey) {
+        throw new Error("ANTHROPIC_API_KEY not found in config");
+      }
+      break;
+    case "google":
+      apiKey = config.GOOGLE_API_KEY;
+      if (!apiKey) {
+        throw new Error("GOOGLE_API_KEY not found in config");
+      }
+      break;
+    default:
+      throw new Error(`Invalid provider: ${provider}`);
+  }
+
+  return { provider, modelName, apiKey };
+}
+
+export function getModel(params: ModelParams) {
+  const { provider, modelName, apiKey } = params;
+
+  switch (provider) {
+    case "openai":
+      return openai(modelName, { apiKey });
+    case "anthropic":
+      return anthropic(modelName, { apiKey });
+    case "google":
+      return google(modelName, { apiKey });
+    default:
+      throw new Error(`Unsupported provider: ${provider}`);
+  }
+}
+
+export interface ChatOptions {
+  temperature?: number;
+  maxTokens?: number;
+  timeout?: number;
+}
+
+export async function chat<T extends z.ZodType>(
+  systemPrompt: string,
+  userPrompt: string,
+  schema: T,
+  options: ChatOptions = {},
+): Promise<z.infer<T>> {
+  const { temperature = 0, maxTokens = 1024, timeout = 60000 } = options;
+
+  const params = getModelParams();
+  const model = getModel(params);
+
+  const controller = new AbortController();
+  const timeoutId = setTimeout(() => controller.abort(), timeout);
+
+  try {
+    const result = await generateObject({
+      model,
+      schema,
+      system: systemPrompt,
+      prompt: userPrompt,
+      temperature,
+      maxTokens,
+      abortSignal: controller.signal,
+    });
+
+    return result.object as z.infer<T>;
+  } catch (error) {
+    const errorMessage = error instanceof Error ? error.message : String(error);
+    throw new Error(
+      `Failed to generate object using ${params.provider}:${params.modelName}: ${errorMessage}`,
+    );
+  } finally {
+    clearTimeout(timeoutId);
+  }
+}
diff --git a/src/utils/llm_wrapper.py b/src/utils/llm_wrapper.py
deleted file mode 100644
index 9631f57..0000000
--- a/src/utils/llm_wrapper.py
+++ /dev/null
@@ -1,72 +0,0 @@
-from openai import OpenAI
-from openai.types.chat import ChatCompletion
-from pydantic import BaseModel
-
-from .config import read_config
-
-
-def chat(
-    system_prompt: str,
-    user_prompt: str,
-    response_model: BaseModel,
-) -> BaseModel:
-    provider_params, request_params = _get_params()
-
-    client: OpenAI = OpenAI(**provider_params)
-    response: ChatCompletion = client.chat.completions.parse(
-        **request_params,
-        messages=[
-            {"role": "system", "content": system_prompt},
-            {"role": "user", "content": user_prompt},
-        ],
-        max_tokens=1024,
-        temperature=0,
-        response_format=response_model,
-    )
-    return response.choices[0].message.parsed
-
-
-def _get_params() -> tuple[dict, dict]:
-    config: dict = read_config()
-    model: str = config.get("MODEL")
-    if not model:
-        raise ValueError("MODEL not found in config")
-
-    provider, model_name = model.lower().split(":", 1)
-
-    provider_params: dict = {}
-    request_params: dict = {}
-
-    if provider == "openai":
-        api_key: str = config.get("OPENAI_API_KEY")
-        if not api_key:
-            raise ValueError("OPENAI_API_KEY not found in environment")
-        provider_params["api_key"] = api_key
-    elif provider == "anthropic":
-        api_key: str = config.get("ANTHROPIC_API_KEY")
-        if not api_key:
-            raise ValueError("ANTHROPIC_API_KEY not found in environment")
-        provider_params["api_key"] = api_key
-        provider_params["base_url"] = "https://api.anthropic.com/v1/"
-    elif provider == "ollama":
-        api_key: str = config.get("GOOGLE_API_KEY")
-        if not api_key:
-            raise ValueError("GOOGLE_API_KEY not found in environment")
-        provider_params["api_key"] = api_key
-        provider_params["base_url"] = (
-            "https://generativelanguage.googleapis.com/v1beta/openai/"
-        )
-    else:
-        raise ValueError(f"Invalid provider: {provider}")
-
-    reasoning_models: list[str] = [
-        "gemini-2.5-flash-lite",
-        "gemini-2.5-flash",
-        "gemini-2.5-pro",
-    ]
-    if model_name in reasoning_models:
-        request_params["reasoning_effort"] = "none"
-
-    request_params["model"] = model_name
-
-    return provider_params, request_params
diff --git a/src/utils/prompts.py b/src/utils/prompts.ts
similarity index 74%
rename from src/utils/prompts.py
rename to src/utils/prompts.ts
index d344511..a389ae0 100644
--- a/src/utils/prompts.py
+++ b/src/utils/prompts.ts
@@ -1,7 +1,6 @@
-def COMMIT_PROMPT_SYSTEM() -> str:
-    return """
-You are senior engineer who is looking at your git diff and trying to write a commit message. \
-Your task is to create a descriptive commit message based on this diff.
+export function COMMIT_PROMPT_SYSTEM(): string {
+  return `
+You are senior engineer who is looking at your git diff and trying to write a commit message. Your task is to create a descriptive commit message based on this diff.
 
 
 <guidelines>
@@ -14,16 +13,17 @@ def COMMIT_PROMPT_SYSTEM() -> str:
 - For large changes, summarize the overall impact rather than listing every small modification.
 - You can use incomplete sentences or phrases to get your point across.
 </guidelines>
-""".strip()
+`.trim();
+}
 
-
-def COMMIT_PROMPT_WITH_DESCRIPTION(diffs: str) -> str:
-    return f"""
+export function COMMIT_PROMPT_WITH_DESCRIPTION(diffs: string): string {
+  return `
 Given the following code changes:
 
 <diffs>
-{diffs}
+${diffs}
 </diffs>
 
 Please generate a concise and informative git commit message and description based on these changes.
-""".strip()
+`.trim();
+}

From 946a1629a1b4a5b46a05df71895451f6dc56d8c8 Mon Sep 17 00:00:00 2001
From: Raghav Pillai <raghavpillai101@gmail.com>
Date: Tue, 18 Nov 2025 18:20:17 -0800
Subject: [PATCH 2/5] Migrate project from Python to TypeScript/Bun

- Replace Python project configuration (pyproject, requirements, uv.lock) with Node/Bun setup (package.json, bun.lock)
- Introduce TypeScript build config (tsconfig.json) and Biome linter settings (biome.json)
- Add .npmignore and overhaul .gitignore for JS/TS, Bun, IDE, and OS files
- Add Bun lockfile and dependencies; remove many Python-specific files and scripts
- Convert and update src code: TypeScript CLI tweaks (token/truncation, debug timing, config defaults, git commit execution commented)
- Update LLM wrapper to new SDK factory APIs, set abort timeout and reasoningEffort
- Remove legacy Python tests and utility scripts; clean up build/upload shell scripts
---
 .gitignore                    | 190 +++----------
 .npmignore                    |  19 ++
 bin/build.sh                  |   1 -
 bin/upload.sh                 |   1 -
 biome.json                    |  35 +++
 bun.lock                      |  79 ++++++
 package.json                  |  60 ++++
 pyproject.toml                |  34 ---
 requirements.txt              |  24 --
 src/cli.ts                    |  38 +--
 src/utils/config.ts           |   5 +-
 src/utils/llm-wrapper.ts      |  38 ++-
 tests/generic.py              | 307 --------------------
 tsconfig.json                 |  19 ++
 utils/build.sh                |   1 -
 utils/convert_requirements.py |  61 ----
 utils/upload.sh               |   1 -
 uv.lock                       | 510 ----------------------------------
 18 files changed, 284 insertions(+), 1139 deletions(-)
 create mode 100644 .npmignore
 delete mode 100644 bin/build.sh
 delete mode 100644 bin/upload.sh
 create mode 100644 biome.json
 create mode 100644 bun.lock
 create mode 100644 package.json
 delete mode 100644 pyproject.toml
 delete mode 100644 requirements.txt
 delete mode 100644 tests/generic.py
 create mode 100644 tsconfig.json
 delete mode 100644 utils/build.sh
 delete mode 100644 utils/convert_requirements.py
 delete mode 100644 utils/upload.sh
 delete mode 100644 uv.lock

diff --git a/.gitignore b/.gitignore
index 2294344..712e677 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,165 +1,43 @@
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
+# Node.js / TypeScript
+node_modules/
 dist/
-downloads/
-eggs/
-.eggs/
-lib/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-share/python-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.nox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.py,cover
-.hypothesis/
-.pytest_cache/
-cover/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-db.sqlite3-journal
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-.pybuilder/
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# IPython
-profile_default/
-ipython_config.py
+*.tsbuildinfo
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
 
-# pyenv
-#   For a library or package, you might want to ignore these files since the code is
-#   intended to run in multiple environments; otherwise, check them in:
-# .python-version
+# Build outputs
+*.js.map
 
-# pipenv
-#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
-#   However, in case of collaboration, if having platform-specific dependencies or dependencies
-#   having no cross-platform support, pipenv may install dependencies that don't work, or not
-#   install all needed dependencies.
-#Pipfile.lock
-
-# poetry
-#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
-#   This is especially recommended for binary packages to ensure reproducibility, and is more
-#   commonly ignored for libraries.
-#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
-
-# pdm
-#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#pdm.lock
-#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
-#   in version control.
-#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
-.pdm.toml
-.pdm-python
-.pdm-build/
-
-# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
+# Environment variables
 .env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
+.env.local
+.env.*.local
 
-# mkdocs documentation
-/site
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
 
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
+# OS
+.DS_Store
+Thumbs.db
 
-# Pyre type checker
-.pyre/
+# Bun
+bun.lockb
 
-# pytype static type analyzer
-.pytype/
-
-# Cython debug symbols
-cython_debug/
-
-# PyCharm
-#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
-#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-#  and can be added to the global gitignore or merged into this file.  For a more nuclear
-#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
+# Legacy Python files (if any remain)
+__pycache__/
+*.py[cod]
+*$py.class
+*.egg-info/
+.venv/
+venv/
+.pytest_cache/
 
-# System
-.DS_Store
\ No newline at end of file
+# Logs
+*.log
diff --git a/.npmignore b/.npmignore
new file mode 100644
index 0000000..b68ba2f
--- /dev/null
+++ b/.npmignore
@@ -0,0 +1,19 @@
+src/
+tests/
+bin/
+assets/
+*.py
+*.pyc
+__pycache__/
+.pytest_cache/
+*.egg-info/
+pyproject.toml
+requirements.txt
+uv.lock
+tsconfig.json
+*.ts
+!*.d.ts
+node_modules/
+.DS_Store
+.vscode/
+.idea/
diff --git a/bin/build.sh b/bin/build.sh
deleted file mode 100644
index d1c3285..0000000
--- a/bin/build.sh
+++ /dev/null
@@ -1 +0,0 @@
-python3 -m build
\ No newline at end of file
diff --git a/bin/upload.sh b/bin/upload.sh
deleted file mode 100644
index 42215c6..0000000
--- a/bin/upload.sh
+++ /dev/null
@@ -1 +0,0 @@
-twine upload dist/* 
\ No newline at end of file
diff --git a/biome.json b/biome.json
new file mode 100644
index 0000000..0a0e1b3
--- /dev/null
+++ b/biome.json
@@ -0,0 +1,35 @@
+{
+	"$schema": "https://biomejs.dev/schemas/2.3.6/schema.json",
+	"vcs": {
+		"enabled": true,
+		"clientKind": "git",
+		"useIgnoreFile": true
+	},
+	"files": {
+		"includes": ["**", "!!**/dist"]
+	},
+	"formatter": {
+		"enabled": true,
+		"indentStyle": "space",
+		"indentWidth": 2
+	},
+	"linter": {
+		"enabled": true,
+		"rules": {
+			"recommended": true
+		}
+	},
+	"javascript": {
+		"formatter": {
+			"quoteStyle": "double"
+		}
+	},
+	"assist": {
+		"enabled": true,
+		"actions": {
+			"source": {
+				"organizeImports": "on"
+			}
+		}
+	}
+}
diff --git a/bun.lock b/bun.lock
new file mode 100644
index 0000000..cd7a538
--- /dev/null
+++ b/bun.lock
@@ -0,0 +1,79 @@
+{
+  "lockfileVersion": 1,
+  "workspaces": {
+    "": {
+      "name": "gen-commit",
+      "dependencies": {
+        "@ai-sdk/anthropic": "^2.0.45",
+        "@ai-sdk/google": "^2.0.36",
+        "@ai-sdk/openai": "^2.0.68",
+        "ai": "^5.0.95",
+        "zod": "^4.1.12",
+      },
+      "devDependencies": {
+        "@biomejs/biome": "^2.3.6",
+        "@types/bun": "latest",
+        "typescript": "^5.7.0",
+      },
+    },
+  },
+  "packages": {
+    "@ai-sdk/anthropic": ["@ai-sdk/anthropic@2.0.45", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.17" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-Ipv62vavDCmrV/oE/lXehL9FzwQuZOnnlhPEftWizx464Wb6lvnBTJx8uhmEYruFSzOWTI95Z33ncZ4tA8E6RQ=="],
+
+    "@ai-sdk/gateway": ["@ai-sdk/gateway@2.0.11", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.17", "@vercel/oidc": "3.0.3" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-B0Vt2Xv88Lo9rg861Oyzq/SdTmT4LiqdjkpOxpSPpNk8Ih5TXTgyDAsV/qW14N6asPdK1YI5PosFLnVzfK5LrA=="],
+
+    "@ai-sdk/google": ["@ai-sdk/google@2.0.36", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.17" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-1Z2tV6A4PobK+zTKDd9NqqlDPh0lwF8yf8+FcOLCjHzyDB498iyiBFwKQ6lhQT8YYhY60jVsmsSvSTm+TOyazw=="],
+
+    "@ai-sdk/openai": ["@ai-sdk/openai@2.0.68", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.17" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-qUSLFkqgUoFArzBwttu0KWVAZYjbsdZGOklSJXpfZ2nDC61yseHxtcnuG8u6tqKnGXDh4eakEgREDWU2sRht7A=="],
+
+    "@ai-sdk/provider": ["@ai-sdk/provider@2.0.0", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA=="],
+
+    "@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@3.0.17", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@standard-schema/spec": "^1.0.0", "eventsource-parser": "^3.0.6" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-TR3Gs4I3Tym4Ll+EPdzRdvo/rc8Js6c4nVhFLuvGLX/Y4V9ZcQMa/HTiYsHEgmYrf1zVi6Q145UEZUfleOwOjw=="],
+
+    "@biomejs/biome": ["@biomejs/biome@2.3.6", "", { "optionalDependencies": { "@biomejs/cli-darwin-arm64": "2.3.6", "@biomejs/cli-darwin-x64": "2.3.6", "@biomejs/cli-linux-arm64": "2.3.6", "@biomejs/cli-linux-arm64-musl": "2.3.6", "@biomejs/cli-linux-x64": "2.3.6", "@biomejs/cli-linux-x64-musl": "2.3.6", "@biomejs/cli-win32-arm64": "2.3.6", "@biomejs/cli-win32-x64": "2.3.6" }, "bin": { "biome": "bin/biome" } }, "sha512-oqUhWyU6tae0MFsr/7iLe++QWRg+6jtUhlx9/0GmCWDYFFrK366sBLamNM7D9Y+c7YSynUFKr8lpEp1r6Sk7eA=="],
+
+    "@biomejs/cli-darwin-arm64": ["@biomejs/cli-darwin-arm64@2.3.6", "", { "os": "darwin", "cpu": "arm64" }, "sha512-P4JWE5d8UayBxYe197QJwyW4ZHp0B+zvRIGCusOm1WbxmlhpAQA1zEqQuunHgSIzvyEEp4TVxiKGXNFZPg7r9Q=="],
+
+    "@biomejs/cli-darwin-x64": ["@biomejs/cli-darwin-x64@2.3.6", "", { "os": "darwin", "cpu": "x64" }, "sha512-I4rTebj+F/L9K93IU7yTFs8nQ6EhaCOivxduRha4w4WEZK80yoZ8OAdR1F33m4yJ/NfUuTUbP/Wjs+vKjlCoWA=="],
+
+    "@biomejs/cli-linux-arm64": ["@biomejs/cli-linux-arm64@2.3.6", "", { "os": "linux", "cpu": "arm64" }, "sha512-JjYy83eVBnvuINZiqyFO7xx72v8Srh4hsgaacSBCjC22DwM6+ZvnX1/fj8/SBiLuUOfZ8YhU2pfq2Dzakeyg1A=="],
+
+    "@biomejs/cli-linux-arm64-musl": ["@biomejs/cli-linux-arm64-musl@2.3.6", "", { "os": "linux", "cpu": "arm64" }, "sha512-oK1NpIXIixbJ/4Tcx40cwiieqah6rRUtMGOHDeK2ToT7yUFVEvXUGRKqH0O4hqZ9tW8TcXNZKfgRH6xrsjVtGg=="],
+
+    "@biomejs/cli-linux-x64": ["@biomejs/cli-linux-x64@2.3.6", "", { "os": "linux", "cpu": "x64" }, "sha512-ZjPXzy5yN9wusIoX+8Zp4p6cL8r0NzJCXg/4r1KLVveIPXd2jKVlqZ6ZyzEq385WwU3OX5KOwQYLQsOc788waQ=="],
+
+    "@biomejs/cli-linux-x64-musl": ["@biomejs/cli-linux-x64-musl@2.3.6", "", { "os": "linux", "cpu": "x64" }, "sha512-QvxB8GHQeaO4FCtwJpJjCgJkbHBbWxRHUxQlod+xeaYE6gtJdSkYkuxdKAQUZEOIsec+PeaDAhW9xjzYbwmOFA=="],
+
+    "@biomejs/cli-win32-arm64": ["@biomejs/cli-win32-arm64@2.3.6", "", { "os": "win32", "cpu": "arm64" }, "sha512-YM7hLHpwjdt8R7+O2zS1Vo2cKgqEeptiXB1tWW1rgjN5LlpZovBVKtg7zfwfRrFx3i08aNZThYpTcowpTlczug=="],
+
+    "@biomejs/cli-win32-x64": ["@biomejs/cli-win32-x64@2.3.6", "", { "os": "win32", "cpu": "x64" }, "sha512-psgNEYgMAobY5h+QHRBVR9xvg2KocFuBKm6axZWB/aD12NWhQjiVFQUjV6wMXhlH4iT0Q9c3yK5JFRiDC/rzHA=="],
+
+    "@opentelemetry/api": ["@opentelemetry/api@1.9.0", "", {}, "sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg=="],
+
+    "@standard-schema/spec": ["@standard-schema/spec@1.0.0", "", {}, "sha512-m2bOd0f2RT9k8QJx1JN85cZYyH1RqFBdlwtkSlf4tBDYLCiiZnv1fIIwacK6cqwXavOydf0NPToMQgpKq+dVlA=="],
+
+    "@types/bun": ["@types/bun@1.3.2", "", { "dependencies": { "bun-types": "1.3.2" } }, "sha512-t15P7k5UIgHKkxwnMNkJbWlh/617rkDGEdSsDbu+qNHTaz9SKf7aC8fiIlUdD5RPpH6GEkP0cK7WlvmrEBRtWg=="],
+
+    "@types/node": ["@types/node@24.10.1", "", { "dependencies": { "undici-types": "~7.16.0" } }, "sha512-GNWcUTRBgIRJD5zj+Tq0fKOJ5XZajIiBroOF0yvj2bSU1WvNdYS/dn9UxwsujGW4JX06dnHyjV2y9rRaybH0iQ=="],
+
+    "@types/react": ["@types/react@19.2.6", "", { "dependencies": { "csstype": "^3.2.2" } }, "sha512-p/jUvulfgU7oKtj6Xpk8cA2Y1xKTtICGpJYeJXz2YVO2UcvjQgeRMLDGfDeqeRW2Ta+0QNFwcc8X3GH8SxZz6w=="],
+
+    "@vercel/oidc": ["@vercel/oidc@3.0.3", "", {}, "sha512-yNEQvPcVrK9sIe637+I0jD6leluPxzwJKx/Haw6F4H77CdDsszUn5V3o96LPziXkSNE2B83+Z3mjqGKBK/R6Gg=="],
+
+    "ai": ["ai@5.0.95", "", { "dependencies": { "@ai-sdk/gateway": "2.0.11", "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.17", "@opentelemetry/api": "1.9.0" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-dsvFdYMeGP08zuUQkhKO1UMMXMCb+nro9ZmDdwaAkkTlCGkP3u1S+xaRUDNayu/c0KVkiTtfEroPG//U+kvXzg=="],
+
+    "bun-types": ["bun-types@1.3.2", "", { "dependencies": { "@types/node": "*" }, "peerDependencies": { "@types/react": "^19" } }, "sha512-i/Gln4tbzKNuxP70OWhJRZz1MRfvqExowP7U6JKoI8cntFrtxg7RJK3jvz7wQW54UuvNC8tbKHHri5fy74FVqg=="],
+
+    "csstype": ["csstype@3.2.3", "", {}, "sha512-z1HGKcYy2xA8AGQfwrn0PAy+PB7X/GSj3UVJW9qKyn43xWa+gl5nXmU4qqLMRzWVLFC8KusUX8T/0kCiOYpAIQ=="],
+
+    "eventsource-parser": ["eventsource-parser@3.0.6", "", {}, "sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg=="],
+
+    "json-schema": ["json-schema@0.4.0", "", {}, "sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA=="],
+
+    "typescript": ["typescript@5.9.3", "", { "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" } }, "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw=="],
+
+    "undici-types": ["undici-types@7.16.0", "", {}, "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw=="],
+
+    "zod": ["zod@4.1.12", "", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+  }
+}
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..1959d15
--- /dev/null
+++ b/package.json
@@ -0,0 +1,60 @@
+{
+  "name": "gen-commit",
+  "version": "2.0.0",
+  "description": "Auto-generate git commit messages using AI",
+  "type": "module",
+  "bin": {
+    "gencommit": "./dist/cli.js"
+  },
+  "files": [
+    "dist/**/*",
+    "README.md",
+    "LICENSE"
+  ],
+  "scripts": {
+    "build": "bun run lint && bun build src/cli.ts --outdir dist --target node --format esm --minify --sourcemap=external && chmod +x dist/cli.js",
+    "dev": "bun --watch src/cli.ts",
+    "prepublishOnly": "bun run build",
+    "test": "bun test",
+    "link": "npm link",
+    "lint": "biome check src/",
+    "lint:fix": "biome check --write src/",
+    "format": "biome format --write src/"
+  },
+  "keywords": [
+    "git",
+    "commit",
+    "ai",
+    "llm",
+    "cli",
+    "automation"
+  ],
+  "author": {
+    "name": "Raghav Pillai",
+    "email": "me@raghav.sh"
+  },
+  "license": "MIT",
+  "repository": {
+    "type": "git",
+    "url": "https://github.com/raghavpillai/gen-commit.git"
+  },
+  "bugs": {
+    "url": "https://github.com/raghavpillai/gen-commit/issues"
+  },
+  "homepage": "https://github.com/raghavpillai/gen-commit#readme",
+  "engines": {
+    "node": ">=18.0.0"
+  },
+  "dependencies": {
+    "@ai-sdk/anthropic": "^2.0.45",
+    "@ai-sdk/google": "^2.0.36",
+    "@ai-sdk/openai": "^2.0.68",
+    "ai": "^5.0.95",
+    "zod": "^4.1.12"
+  },
+  "devDependencies": {
+    "@biomejs/biome": "^2.3.6",
+    "@types/bun": "latest",
+    "typescript": "^5.7.0"
+  }
+}
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index 9b49db4..0000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,34 +0,0 @@
-[build-system]
-requires = ["hatchling"]
-build-backend = "hatchling.build"
-
-[project]
-name = "gen-commit"
-version = "1.0.0"
-dependencies = [
-    "openai",
-    "tiktoken>=0.9.0",
-    "tomli",
-]
-requires-python = ">=3.11"
-authors = [
-  { name="Raghav Pillai", email="me@raghav.sh" },
-]
-description = "Auto-generate git commit messages"
-readme = "README.md"
-license = { file="LICENSE" }
-classifiers = [
-    "Programming Language :: Python :: 3",
-    "License :: OSI Approved :: MIT License",
-    "Operating System :: OS Independent",
-]
-
-[project.urls]
-Homepage = "https://github.com/raghavpillai/gen-commit"
-Issues = "https://github.com/raghavpillai/gen-commit/issues"
-
-[project.scripts]
-gencommit = "src.gencommit:gencommit"
-
-[tool.hatch.build.targets.wheel]
-packages = ["src"]
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 7257da1..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,24 +0,0 @@
-# This file was autogenerated by uv via the following command:
-annotated-types==0.7.0
-anyio==4.9.0
-certifi==2025.7.14
-charset-normalizer==3.4.2
-colorama==0.4.6 ; platform_system == 'Windows'
-distro==1.9.0
-h11==0.16.0
-httpcore==1.0.9
-httpx==0.28.1
-idna==3.10
-jiter==0.10.0
-openai==1.97.1
-pydantic==2.11.7
-pydantic-core==2.33.2
-regex==2024.11.6
-requests==2.32.4
-sniffio==1.3.1
-tiktoken==0.9.0
-tomli==2.2.1
-tqdm==4.67.1
-typing-extensions==4.14.1
-typing-inspection==0.4.1
-urllib3==2.5.0
diff --git a/src/cli.ts b/src/cli.ts
index 8cb21ae..bc31c4c 100644
--- a/src/cli.ts
+++ b/src/cli.ts
@@ -89,7 +89,6 @@ function formatDiff(diffText: string, maxLineLength: number): string {
     }
   }
 
-  // Format into structured output
   let formattedDiff = "### Git Changes Summary ###\n\n";
 
   for (const [filename, changes] of Object.entries(fileChanges)) {
@@ -114,7 +113,6 @@ function formatDiff(diffText: string, maxLineLength: number): string {
   return formattedDiff;
 }
 
-// Simple tokenizer approximation (4 chars ≈ 1 token)
 function estimateTokens(text: string): number {
   return Math.ceil(text.length / 4);
 }
@@ -125,9 +123,11 @@ function truncateToTokenLimit(text: string, maxTokens: number): string {
     return text;
   }
 
-  // Approximate character limit
   const charLimit = maxTokens * 4;
-  return text.slice(0, charLimit);
+  const halfLimit = Math.floor(charLimit / 2);
+  const start = text.slice(0, halfLimit);
+  const end = text.slice(-halfLimit);
+  return `${start}\n\n... [truncated] ...\n\n${end}`;
 }
 
 async function generateCommitMessage(
@@ -148,11 +148,18 @@ async function generateCommitMessage(
         console.log(`Retrying... (attempt ${attempt}/${maxRetries})`);
       }
 
+      const startTime = Date.now();
+
       const llmResponse = await chat<typeof CommitMessageSchema>(
         COMMIT_PROMPT_SYSTEM(),
         COMMIT_PROMPT_WITH_DESCRIPTION(truncatedDiff),
         CommitMessageSchema,
       );
+
+      const endTime = Date.now();
+      const duration = ((endTime - startTime) / 1000).toFixed(2);
+      console.log(`[DEBUG] AI generation completed in ${duration}s`);
+
       return llmResponse;
     } catch (error) {
       lastError = error as Error;
@@ -169,7 +176,7 @@ async function generateCommitMessage(
   throw lastError;
 }
 
-const DEFAULT_CONFIG_TEMPLATE = `MODEL=anthropic:claude-3-5-sonnet-20241022
+const DEFAULT_CONFIG_TEMPLATE = `MODEL=openai:gpt-5-mini
 OPENAI_API_KEY=
 ANTHROPIC_API_KEY=
 GOOGLE_API_KEY=
@@ -245,7 +252,6 @@ async function main() {
   const hasMessage = args.m !== undefined;
   const hasDescription = args.d !== undefined;
 
-  // Check if there are any commits
   let commitsExist = true;
   try {
     execSync("git rev-parse --verify HEAD", {
@@ -256,7 +262,6 @@ async function main() {
     commitsExist = false;
   }
 
-  // Check for unstaged changes if -a flag is present
   if (args.unknownArgs.includes("-a")) {
     try {
       const unstagedChanges = execSync("git status --porcelain", {
@@ -273,7 +278,6 @@ async function main() {
     }
   }
 
-  // Check for staged changes
   try {
     const stagedChanges = execSync("git diff --staged --name-only", {
       encoding: "utf-8",
@@ -317,22 +321,20 @@ async function main() {
     commitDescription = hasDescription && args.d ? args.d : "";
   }
 
-  // Build git commit arguments (no shell escaping needed with spawnSync)
   const gitArgs = ["commit", ...args.unknownArgs, "-m", commitMessage];
   if (commitDescription) {
     gitArgs.push("-m", commitDescription);
   }
 
-  // Use spawnSync instead of execSync to avoid shell injection
-  const result = spawnSync("git", gitArgs, {
-    encoding: "utf-8",
-    stdio: "inherit",
-  });
+  // const result = spawnSync("git", gitArgs, {
+  //   encoding: "utf-8",
+  //   stdio: "inherit",
+  // });
 
-  if (result.error || result.status !== 0) {
-    console.error("Error executing git commit");
-    process.exit(1);
-  }
+  // if (result.error || result.status !== 0) {
+  //   console.error("Error executing git commit");
+  //   process.exit(1);
+  // }
 }
 
 main().catch((error) => {
diff --git a/src/utils/config.ts b/src/utils/config.ts
index 3a6034c..66c8755 100644
--- a/src/utils/config.ts
+++ b/src/utils/config.ts
@@ -42,8 +42,7 @@ export function readConfig(): Config {
         const key = trimmedLine.slice(0, separatorIndex).trim();
         const value = trimmedLine.slice(separatorIndex + 1).trim();
         if (key) {
-          // Normalize empty strings to undefined for optional fields
-          config[key] = value || undefined;
+          config[key] = value;
         }
       }
     }
@@ -68,9 +67,7 @@ export function readVersionFromPackageJson(): string {
       return packageJson.version || "0.0.0";
     }
   } catch (_error) {
-    // Fallback: try to import from package.json directly
     try {
-      // For when running as installed package
       const packageJson = require("../../package.json");
       return packageJson.version || "0.0.0";
     } catch {
diff --git a/src/utils/llm-wrapper.ts b/src/utils/llm-wrapper.ts
index c20ed91..c763109 100644
--- a/src/utils/llm-wrapper.ts
+++ b/src/utils/llm-wrapper.ts
@@ -1,6 +1,6 @@
-import { anthropic } from "@ai-sdk/anthropic";
-import { google } from "@ai-sdk/google";
-import { openai } from "@ai-sdk/openai";
+import { createAnthropic } from "@ai-sdk/anthropic";
+import { createGoogleGenerativeAI } from "@ai-sdk/google";
+import { createOpenAI } from "@ai-sdk/openai";
 import { generateObject } from "ai";
 import type { z } from "zod";
 import { type Config, readConfig } from "./config";
@@ -56,36 +56,33 @@ export function getModel(params: ModelParams) {
   const { provider, modelName, apiKey } = params;
 
   switch (provider) {
-    case "openai":
-      return openai(modelName, { apiKey });
-    case "anthropic":
-      return anthropic(modelName, { apiKey });
-    case "google":
-      return google(modelName, { apiKey });
+    case "openai": {
+      const openai = createOpenAI({ apiKey });
+      return openai(modelName);
+    }
+    case "anthropic": {
+      const anthropic = createAnthropic({ apiKey });
+      return anthropic(modelName);
+    }
+    case "google": {
+      const google = createGoogleGenerativeAI({ apiKey });
+      return google(modelName);
+    }
     default:
       throw new Error(`Unsupported provider: ${provider}`);
   }
 }
 
-export interface ChatOptions {
-  temperature?: number;
-  maxTokens?: number;
-  timeout?: number;
-}
-
 export async function chat<T extends z.ZodType>(
   systemPrompt: string,
   userPrompt: string,
   schema: T,
-  options: ChatOptions = {},
 ): Promise<z.infer<T>> {
-  const { temperature = 0, maxTokens = 1024, timeout = 60000 } = options;
-
   const params = getModelParams();
   const model = getModel(params);
 
   const controller = new AbortController();
-  const timeoutId = setTimeout(() => controller.abort(), timeout);
+  const timeoutId = setTimeout(() => controller.abort(), 60000);
 
   try {
     const result = await generateObject({
@@ -93,9 +90,8 @@ export async function chat<T extends z.ZodType>(
       schema,
       system: systemPrompt,
       prompt: userPrompt,
-      temperature,
-      maxTokens,
       abortSignal: controller.signal,
+      reasoningEffort: "minimal",
     });
 
     return result.object as z.infer<T>;
diff --git a/tests/generic.py b/tests/generic.py
deleted file mode 100644
index d3c59c0..0000000
--- a/tests/generic.py
+++ /dev/null
@@ -1,307 +0,0 @@
-import time
-
-from src.gencommit import CommitMessage, format_diff, generate_commit_message
-
-
-class FakeGitDiffs:
-    """Collection of fake git diffs for testing gencommit performance."""
-
-    @staticmethod
-    def small_python_change() -> str:
-        """Small Python file modification."""
-        return """diff --git a/src/main.py b/src/main.py
-index 1234567..abcdefg 100644
---- a/src/main.py
-+++ b/src/main.py
-@@ -10,7 +10,8 @@ def calculate_total(items):
-     total = 0
-     for item in items:
--        total += item.price
-+        # Apply discount if available
-+        total += item.price * (1 - item.discount)
-     return total
- 
- def process_order(order):"""
-
-    @staticmethod
-    def medium_javascript_refactor() -> str:
-        """Medium-sized JavaScript refactoring."""
-        return """diff --git a/frontend/components/UserProfile.js b/frontend/components/UserProfile.js
-index abcd123..efgh456 100644
---- a/frontend/components/UserProfile.js
-+++ b/frontend/components/UserProfile.js
-@@ -1,15 +1,22 @@
--import React from 'react';
-+import React, { useState, useEffect } from 'react';
-+import { fetchUserData } from '../api/users';
- 
--const UserProfile = ({ user }) => {
-+const UserProfile = ({ userId }) => {
-+  const [user, setUser] = useState(null);
-+  const [loading, setLoading] = useState(true);
-+
-+  useEffect(() => {
-+    const loadUser = async () => {
-+      try {
-+        const userData = await fetchUserData(userId);
-+        setUser(userData);
-+      } catch (error) {
-+        console.error('Failed to load user:', error);
-+      } finally {
-+        setLoading(false);
-+      }
-+    };
-+    loadUser();
-+  }, [userId]);
-+
-+  if (loading) return <div>Loading...</div>;
-   return (
-     <div className="user-profile">
-       <h2>{user.name}</h2>
--      <p>{user.email}</p>
-+      <p>Email: {user.email}</p>
-+      <p>Joined: {new Date(user.createdAt).toLocaleDateString()}</p>
-     </div>
-   );
- };"""
-
-    @staticmethod
-    def large_database_migration() -> str:
-        """Large database migration with multiple tables."""
-        return """diff --git a/migrations/001_add_user_preferences.sql b/migrations/001_add_user_preferences.sql
-new file mode 100644
-index 0000000..1234567
---- /dev/null
-+++ b/migrations/001_add_user_preferences.sql
-@@ -0,0 +1,45 @@
-+-- Add user preferences table
-+CREATE TABLE user_preferences (
-+    id SERIAL PRIMARY KEY,
-+    user_id INTEGER NOT NULL REFERENCES users(id) ON DELETE CASCADE,
-+    theme VARCHAR(20) DEFAULT 'light',
-+    language VARCHAR(10) DEFAULT 'en',
-+    timezone VARCHAR(50) DEFAULT 'UTC',
-+    email_notifications BOOLEAN DEFAULT true,
-+    push_notifications BOOLEAN DEFAULT true,
-+    marketing_emails BOOLEAN DEFAULT false,
-+    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
-+    updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
-+);
-+
-+-- Add indexes for better query performance
-+CREATE INDEX idx_user_preferences_user_id ON user_preferences(user_id);
-+CREATE INDEX idx_user_preferences_theme ON user_preferences(theme);
-+CREATE INDEX idx_user_preferences_language ON user_preferences(language);
-+
-+-- Add trigger to update updated_at timestamp
-+CREATE OR REPLACE FUNCTION update_updated_at_column()
-+RETURNS TRIGGER AS $$
-+BEGIN
-+    NEW.updated_at = CURRENT_TIMESTAMP;
-+    RETURN NEW;
-+END;
-+$$ language 'plpgsql';
-+
-+CREATE TRIGGER update_user_preferences_updated_at
-+    BEFORE UPDATE ON user_preferences
-+    FOR EACH ROW
-+    EXECUTE FUNCTION update_updated_at_column();
-+
-+-- Insert default preferences for existing users
-+INSERT INTO user_preferences (user_id)
-+SELECT id FROM users WHERE id NOT IN (SELECT user_id FROM user_preferences);
-+
-+-- Add new columns to users table
-+ALTER TABLE users ADD COLUMN last_login_at TIMESTAMP;
-+ALTER TABLE users ADD COLUMN login_count INTEGER DEFAULT 0;
-+ALTER TABLE users ADD COLUMN is_premium BOOLEAN DEFAULT false;
-+
-+-- Create index on new columns
-+CREATE INDEX idx_users_last_login ON users(last_login_at);
-+CREATE INDEX idx_users_is_premium ON users(is_premium);"""
-
-    @staticmethod
-    def config_file_changes() -> str:
-        """Configuration file updates."""
-        return """diff --git a/config/database.yml b/config/database.yml
-index abc123..def456 100644
---- a/config/database.yml
-+++ b/config/database.yml
-@@ -1,8 +1,12 @@
- development:
-   adapter: postgresql
-   encoding: unicode
--  database: myapp_development
-+  database: myapp_dev
-   pool: 5
--  username: postgres
--  password: password
-+  username: <%= ENV['DB_USERNAME'] %>
-+  password: <%= ENV['DB_PASSWORD'] %>
-   host: localhost
-+  port: 5432
-+  timeout: 5000
-+  prepared_statements: false
-+  advisory_locks: true
-
-diff --git a/config/redis.conf b/config/redis.conf
-index 789abc..012def 100644
---- a/config/redis.conf
-+++ b/config/redis.conf
-@@ -50,10 +50,15 @@ save 900 1
- save 300 10
- save 60 10000
- 
--maxmemory 2gb
-+maxmemory 4gb
- maxmemory-policy allkeys-lru
-+maxmemory-samples 5
- 
- # Network
- bind 127.0.0.1
--port 6379
-+port <%= ENV['REDIS_PORT'] || 6379 %>
- timeout 0
-+tcp-keepalive 300
-+tcp-backlog 511
-+
-+# Security
-+requirepass <%= ENV['REDIS_PASSWORD'] %>"""
-
-    @staticmethod
-    def multi_file_feature() -> str:
-        """Multiple files changed for a new feature."""
-        return """diff --git a/src/api/auth.py b/src/api/auth.py
-new file mode 100644
-index 0000000..1234567
---- /dev/null
-+++ b/src/api/auth.py
-@@ -0,0 +1,25 @@
-+from flask import Blueprint, request, jsonify
-+from werkzeug.security import check_password_hash
-+from models.user import User
-+from utils.jwt_handler import generate_token
-+
-+auth_bp = Blueprint('auth', __name__)
-+
-+@auth_bp.route('/login', methods=['POST'])
-+def login():
-+    data = request.get_json()
-+    email = data.get('email')
-+    password = data.get('password')
-+    
-+    user = User.query.filter_by(email=email).first()
-+    
-+    if user and check_password_hash(user.password_hash, password):
-+        token = generate_token(user.id)
-+        return jsonify({
-+            'success': True,
-+            'token': token,
-+            'user': user.to_dict()
-+        })
-+    
-+    return jsonify({'success': False, 'message': 'Invalid credentials'}), 401
-
-diff --git a/src/models/user.py b/src/models/user.py
-index abc123..def456 100644
---- a/src/models/user.py
-+++ b/src/models/user.py
-@@ -1,4 +1,5 @@
- from sqlalchemy import Column, Integer, String, DateTime, Boolean
-+from werkzeug.security import generate_password_hash
- from database import db
- import datetime
- 
-@@ -8,8 +9,18 @@ class User(db.Model):
-     email = Column(String(120), unique=True, nullable=False)
-     password_hash = Column(String(128), nullable=False)
-     is_active = Column(Boolean, default=True)
-+    is_verified = Column(Boolean, default=False)
-     created_at = Column(DateTime, default=datetime.datetime.utcnow)
-+    last_login = Column(DateTime)
- 
-     def __repr__(self):
-         return f'<User {self.email}>'
-+    
-+    def set_password(self, password):
-+        self.password_hash = generate_password_hash(password)
-+    
-+    def to_dict(self):
-+        return {
-+            'id': self.id,
-+            'email': self.email,
-+            'is_active': self.is_active
-+        }
-
-diff --git a/tests/test_auth.py b/tests/test_auth.py
-new file mode 100644
-index 0000000..7890abc
---- /dev/null
-+++ b/tests/test_auth.py
-@@ -0,0 +1,20 @@
-+import pytest
-+from app import create_app
-+from models.user import User
-+
-+@pytest.fixture
-+def client():
-+    app = create_app('testing')
-+    with app.test_client() as client:
-+        yield client
-+
-+def test_login_success(client):
-+    # Create test user
-+    user = User(email='test@example.com')
-+    user.set_password('password123')
-+    
-+    response = client.post('/api/auth/login', json={
-+        'email': 'test@example.com',
-+        'password': 'password123'
-+    })
-+    assert response.status_code == 200"""
-
-
-def benchmark_generate_commit_message():
-    """Benchmark generate_commit_message performance with different diff sizes."""
-
-    test_diffs: list[tuple[str, str]] = [
-        ("Small Python Change", FakeGitDiffs.small_python_change()),
-        ("Medium JS Refactor", FakeGitDiffs.medium_javascript_refactor()),
-        ("Large DB Migration", FakeGitDiffs.large_database_migration()),
-        ("Config File Changes", FakeGitDiffs.config_file_changes()),
-        ("Multi-file Feature", FakeGitDiffs.multi_file_feature()),
-    ]
-
-    for test_name, diff_content in test_diffs:
-        print(f"\nTesting: {test_name}")
-        print("-" * 40)
-
-        formatted_diff: str = format_diff(diff_content)
-
-        start_time = time.time()
-        try:
-            commit_message: CommitMessage = generate_commit_message(formatted_diff)
-            generation_time = time.time() - start_time
-
-            print(f"Duration: {generation_time:.2f}s")
-            print(f"Thinking: {commit_message.thinking}")
-            print(f"Commit Message: {commit_message.commit_message}")
-            print(f"Description: {commit_message.commit_description}")
-
-        except Exception as e:
-            generation_time = time.time() - start_time
-            print(f"Duration: {generation_time:.2f}s")
-            print(f"Error: {e}")
-
-
-if __name__ == "__main__":
-    try:
-        benchmark_generate_commit_message()
-
-        print("\nAll tests completed successfully!")
-
-    except Exception as e:
-        print(f"\nTest failed: {e}")
-        import traceback
-
-        traceback.print_exc()
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..a84cd23
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,19 @@
+{
+  "compilerOptions": {
+    "target": "ESNext",
+    "module": "ESNext",
+    "lib": ["ESNext"],
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "allowJs": true,
+    "outDir": "./dist",
+    "rootDir": "./src",
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "types": ["bun-types"]
+  },
+  "include": ["src/**/*"],
+  "exclude": ["node_modules", "dist", "tests"]
+}
diff --git a/utils/build.sh b/utils/build.sh
deleted file mode 100644
index d1c3285..0000000
--- a/utils/build.sh
+++ /dev/null
@@ -1 +0,0 @@
-python3 -m build
\ No newline at end of file
diff --git a/utils/convert_requirements.py b/utils/convert_requirements.py
deleted file mode 100644
index 50e5ed6..0000000
--- a/utils/convert_requirements.py
+++ /dev/null
@@ -1,61 +0,0 @@
-import requests
-
-
-def generate_resource_blocks(requirements_file="requirements.txt"):
-    pypi_base_url = "https://pypi.org/pypi"
-
-    resource_blocks = ""
-
-    with open(requirements_file, "r") as file:
-        for line in file:
-            line = line.strip()
-
-            if line.startswith("-e") or line.startswith("#") or line == "":
-                continue
-
-            try:
-                pkg_name, version = line.split("==")
-            except ValueError:
-                print(f"Skipping invalid line: {line}")
-                continue
-
-            pkg_info_url = f"{pypi_base_url}/{pkg_name}/{version}/json"
-            response = requests.get(pkg_info_url)
-
-            if response.status_code != 200:
-                print(f"Failed to fetch package info for {pkg_name}=={version}")
-                continue
-
-            pkg_info = response.json()
-            # Select the tar.gz distribution URL
-            selected_url = next(
-                (
-                    url_info
-                    for url_info in pkg_info["urls"]
-                    if url_info["url"].endswith(".tar.gz")
-                ),
-                None,
-            )
-
-            if not selected_url:
-                print(f"No .tar.gz distribution found for {pkg_name}=={version}")
-                continue
-
-            download_url = selected_url["url"]
-            sha256 = selected_url["digests"]["sha256"]
-
-            resource_block = (
-                f'resource "{pkg_name}" do\n'
-                f'  url "{download_url}"\n'
-                f'  sha256 "{sha256}"\n'
-                "end\n\n"
-            )
-
-            resource_blocks += resource_block
-
-    return resource_blocks
-
-
-if __name__ == "__main__":
-    resources_text = generate_resource_blocks()
-    print(resources_text)
diff --git a/utils/upload.sh b/utils/upload.sh
deleted file mode 100644
index 40b91ef..0000000
--- a/utils/upload.sh
+++ /dev/null
@@ -1 +0,0 @@
-twine upload dist/*
\ No newline at end of file
diff --git a/uv.lock b/uv.lock
deleted file mode 100644
index b93442f..0000000
--- a/uv.lock
+++ /dev/null
@@ -1,510 +0,0 @@
-version = 1
-requires-python = ">=3.11"
-
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-version = "0.7.0"
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-]
-
-[[package]]
-name = "anyio"
-version = "4.9.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "idna" },
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From 025592cd65af9aa07c231b4e5b8ebfa1c4175e2d Mon Sep 17 00:00:00 2001
From: Raghav Pillai <raghavpillai101@gmail.com>
Date: Tue, 18 Nov 2025 18:33:29 -0800
Subject: [PATCH 3/5] Simplify diff handling and improve LLM wrapper options

- Remove custom diff formatting and return raw git diff text
- Support unstaged full-diff via '-a' flag (use git diff HEAD)
- Remove MAX_LINE_LENGTH config/env usage and related parsing
- Re-enable git commit execution error handling (spawnSync check)
- Add provider-specific reasoningEffort options for OpenAI/Anthropic/Google in LLM wrapper
- Update prompts and config schema to reflect removed MAX_LINE_LENGTH setting
---
 src/cli.ts               | 85 ++++++++--------------------------------
 src/utils/config.ts      |  1 -
 src/utils/llm-wrapper.ts | 12 +++++-
 src/utils/prompts.ts     |  2 +-
 4 files changed, 28 insertions(+), 72 deletions(-)

diff --git a/src/cli.ts b/src/cli.ts
index bc31c4c..40cf5ca 100644
--- a/src/cli.ts
+++ b/src/cli.ts
@@ -60,57 +60,8 @@ function parseArgs(): Args {
   return parsed;
 }
 
-function formatDiff(diffText: string, maxLineLength: number): string {
-  const fileChanges: Record<
-    string,
-    Array<{ type: "add" | "remove"; content: string }>
-  > = {};
-  let currentFile = "";
-
-  for (const line of diffText.split("\n")) {
-    if (line.startsWith("diff --git")) {
-      const parts = line.split(" ");
-      currentFile = parts[parts.length - 1].replace(/^b\//, "");
-      fileChanges[currentFile] = [];
-    } else if (line.startsWith("+") && !line.startsWith("+++")) {
-      if (currentFile) {
-        fileChanges[currentFile].push({
-          type: "add",
-          content: line.slice(1, maxLineLength + 1).trim(),
-        });
-      }
-    } else if (line.startsWith("-") && !line.startsWith("---")) {
-      if (currentFile) {
-        fileChanges[currentFile].push({
-          type: "remove",
-          content: line.slice(1, maxLineLength + 1).trim(),
-        });
-      }
-    }
-  }
-
-  let formattedDiff = "### Git Changes Summary ###\n\n";
-
-  for (const [filename, changes] of Object.entries(fileChanges)) {
-    formattedDiff += `File: ${filename}\n`;
-    formattedDiff += "Changes:\n";
-
-    const limit = filename.endsWith(".lock") ? 30 : 2000;
-    const limitedChanges = changes.slice(0, limit);
-
-    for (const change of limitedChanges) {
-      const prefix = change.type === "add" ? "+" : "-";
-      formattedDiff += `${prefix} ${change.content}\n`;
-    }
-
-    if (changes.length > limit) {
-      formattedDiff += `\n... (${changes.length - limit} additional changes truncated)\n`;
-    }
-
-    formattedDiff += "\n";
-  }
-
-  return formattedDiff;
+function formatDiff(diffText: string): string {
+  return diffText;
 }
 
 function estimateTokens(text: string): number {
@@ -148,18 +99,12 @@ async function generateCommitMessage(
         console.log(`Retrying... (attempt ${attempt}/${maxRetries})`);
       }
 
-      const startTime = Date.now();
-
       const llmResponse = await chat<typeof CommitMessageSchema>(
         COMMIT_PROMPT_SYSTEM(),
         COMMIT_PROMPT_WITH_DESCRIPTION(truncatedDiff),
         CommitMessageSchema,
       );
 
-      const endTime = Date.now();
-      const duration = ((endTime - startTime) / 1000).toFixed(2);
-      console.log(`[DEBUG] AI generation completed in ${duration}s`);
-
       return llmResponse;
     } catch (error) {
       lastError = error as Error;
@@ -180,7 +125,6 @@ const DEFAULT_CONFIG_TEMPLATE = `MODEL=openai:gpt-5-mini
 OPENAI_API_KEY=
 ANTHROPIC_API_KEY=
 GOOGLE_API_KEY=
-MAX_LINE_LENGTH=300
 MAX_TOKENS_ALLOWED=30000`;
 
 async function initialize(): Promise<boolean> {
@@ -246,7 +190,6 @@ async function main() {
     throw error;
   }
 
-  const MAX_LINE_LENGTH = parseInt(config.MAX_LINE_LENGTH || "300", 10);
   const MAX_TOKENS_ALLOWED = parseInt(config.MAX_TOKENS_ALLOWED || "30000", 10);
 
   const hasMessage = args.m !== undefined;
@@ -297,15 +240,19 @@ async function main() {
 
   if (commitsExist) {
     try {
-      const diffOutput = execSync("git diff --staged", {
+      const diffCommand = args.unknownArgs.includes("-a")
+        ? "git diff HEAD"
+        : "git diff --staged";
+      const diffOutput = execSync(diffCommand, {
         encoding: "utf-8",
         stdio: "pipe",
       }).trim();
-      const formattedDiff = formatDiff(diffOutput, MAX_LINE_LENGTH);
+      const formattedDiff = formatDiff(diffOutput);
       const commitMessageObject = await generateCommitMessage(
         formattedDiff,
         MAX_TOKENS_ALLOWED,
       );
+
       commitMessage =
         hasMessage && args.m ? args.m : commitMessageObject.commit_message;
       commitDescription =
@@ -326,15 +273,15 @@ async function main() {
     gitArgs.push("-m", commitDescription);
   }
 
-  // const result = spawnSync("git", gitArgs, {
-  //   encoding: "utf-8",
-  //   stdio: "inherit",
-  // });
+  const result = spawnSync("git", gitArgs, {
+    encoding: "utf-8",
+    stdio: "inherit",
+  });
 
-  // if (result.error || result.status !== 0) {
-  //   console.error("Error executing git commit");
-  //   process.exit(1);
-  // }
+  if (result.error || result.status !== 0) {
+    console.error("Error executing git commit");
+    process.exit(1);
+  }
 }
 
 main().catch((error) => {
diff --git a/src/utils/config.ts b/src/utils/config.ts
index 66c8755..f62767a 100644
--- a/src/utils/config.ts
+++ b/src/utils/config.ts
@@ -11,7 +11,6 @@ const ConfigSchema = z.object({
   OPENAI_API_KEY: z.string().optional(),
   ANTHROPIC_API_KEY: z.string().optional(),
   GOOGLE_API_KEY: z.string().optional(),
-  MAX_LINE_LENGTH: z.string().optional(),
   MAX_TOKENS_ALLOWED: z.string().optional(),
 });
 
diff --git a/src/utils/llm-wrapper.ts b/src/utils/llm-wrapper.ts
index c763109..a8349ae 100644
--- a/src/utils/llm-wrapper.ts
+++ b/src/utils/llm-wrapper.ts
@@ -91,7 +91,17 @@ export async function chat<T extends z.ZodType>(
       system: systemPrompt,
       prompt: userPrompt,
       abortSignal: controller.signal,
-      reasoningEffort: "minimal",
+      providerOptions: {
+        openai: {
+          reasoningEffort: "minimal",
+        },
+        anthropic: {
+          reasoningEffort: "minimal",
+        },
+        google: {
+          reasoningEffort: "minimal",
+        },
+      },
     });
 
     return result.object as z.infer<T>;
diff --git a/src/utils/prompts.ts b/src/utils/prompts.ts
index a389ae0..2df4609 100644
--- a/src/utils/prompts.ts
+++ b/src/utils/prompts.ts
@@ -7,7 +7,7 @@ You are senior engineer who is looking at your git diff and trying to write a co
 Follow these guidelines:
 
 - You should first think and skim over the diffs to find what's important.
-- The commit message should be brief and descriptive, no longer than 10 words. Focus on the functional changes.
+- The commit message should be brief and descriptive, no longer than 10 words. Focus on the functional and high-level changes.
 - The commit description should be a bullet point list of the main changes. Bullet points should start with '-'.
 - Be concise and get your point across, as functional as possible.
 - For large changes, summarize the overall impact rather than listing every small modification.

From 4e07b2146c3cb90bbba288d81f014166a2828d7f Mon Sep 17 00:00:00 2001
From: Raghav Pillai <raghavpillai101@gmail.com>
Date: Wed, 19 Nov 2025 12:44:00 -0800
Subject: [PATCH 4/5] CI, package rename, publish config, README updates

- Add GitHub Actions CI workflow with test, security, and publish-test jobs
- Remove .npmignore to include files via package.json files field
- Rename package to @raghavp/gen-commit and bump version to 2.0.2
- Add publishConfig public access and adjust files list
- Update README installation instructions and model examples
- Remove Python install instructions and related config notes
---
 .github/workflows/ci.yml | 97 ++++++++++++++++++++++++++++++++++++++++
 .npmignore               | 19 --------
 README.md                | 32 +------------
 package.json             |  9 ++--
 4 files changed, 105 insertions(+), 52 deletions(-)
 create mode 100644 .github/workflows/ci.yml
 delete mode 100644 .npmignore

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..b530b85
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,97 @@
+name: CI
+
+on:
+  push:
+    branches: [main, feat/ts-rewrite]
+  pull_request:
+    branches: [main]
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  test:
+    name: Test (Node v${{ matrix.node-version }})
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        node-version: [18, 20, 22]
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: latest
+
+      - name: Setup Node.js ${{ matrix.node-version }}
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+
+      - name: Install dependencies
+        run: bun install --frozen-lockfile
+
+      - name: Run linting
+        run: bun run lint
+
+      - name: Build project
+        run: bun run build
+
+      - name: Test CLI installation
+        run: |
+          npm pack
+          npm install -g gen-commit-*.tgz
+          gencommit --version
+
+  security:
+    name: Security Audit
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: latest
+
+      - name: Install dependencies
+        run: bun install --frozen-lockfile
+
+      - name: Run security audit
+        run: bun audit
+
+  publish-test:
+    name: Test NPM Publish
+    runs-on: ubuntu-latest
+    if: github.event_name == 'pull_request'
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup Bun
+        uses: oven-sh/setup-bun@v2
+        with:
+          bun-version: latest
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+          registry-url: https://registry.npmjs.org/
+
+      - name: Install dependencies
+        run: bun install --frozen-lockfile
+
+      - name: Build project
+        run: bun run build
+
+      - name: Test package creation
+        run: npm pack --dry-run
diff --git a/.npmignore b/.npmignore
deleted file mode 100644
index b68ba2f..0000000
--- a/.npmignore
+++ /dev/null
@@ -1,19 +0,0 @@
-src/
-tests/
-bin/
-assets/
-*.py
-*.pyc
-__pycache__/
-.pytest_cache/
-*.egg-info/
-pyproject.toml
-requirements.txt
-uv.lock
-tsconfig.json
-*.ts
-!*.d.ts
-node_modules/
-.DS_Store
-.vscode/
-.idea/
diff --git a/README.md b/README.md
index 8ccad80..0447d6f 100644
--- a/README.md
+++ b/README.md
@@ -44,35 +44,8 @@ alias gc="gencommit"
 
 ## Installation
 
-### Recommended: Homebrew (macOS and Linux)
-
-```bash
-brew tap raghavpillai/gen-commit
-brew install gen-commit
-```
-
-### Python
-
-#### Prerequisites:
-
-- Python 3.11+
-
-Install the gen-commit package using pip:
-
-```bash
-pip install gen-commit
-```
-
-If you get
-
-```bash
-error: externally-managed-environment
-```
-
-This means Python now doesn't want you to install this as a system-wide package. You can install it using `pipx` or `venv`, or be lazy and install it via:
-
 ```bash
-pip3 install gen-commit --break-system-packages
+npm install -g @raghavp/gen-commit
 ```
 
 ### Initialization
@@ -88,7 +61,7 @@ Go to `~/.gen-commit` and add your OpenAI, Anthropic, or Google API key.
 ### Configuration
 
 ```bash
-MODEL=<provider:model (i.e. openai:gpt-4.1-mini-2025-04-14, anthropic:claude-3-5-haiku-20241022, or google:gemini-2.5-flash-lite)>
+MODEL=<provider:model (i.e. openai:gpt-5-mini, anthropic:claude-haiku-4-5, or google:gemini-2.5-flash-lite)>
 OPENAI_API_KEY=<your openai api key>
 ANTHROPIC_API_KEY=<your anthropic api key>
 GOOGLE_API_KEY=<your google api key>
@@ -97,6 +70,5 @@ GOOGLE_API_KEY=<your google api key>
 OPTIONAL:
 
 ```
-MAX_LINE_LENGTH=<number>
 MAX_TOKENS_ALLOWED=<number>
 ```
diff --git a/package.json b/package.json
index 1959d15..028a7a3 100644
--- a/package.json
+++ b/package.json
@@ -1,13 +1,13 @@
 {
-  "name": "gen-commit",
-  "version": "2.0.0",
+  "name": "@raghavp/gen-commit",
+  "version": "2.0.2",
   "description": "Auto-generate git commit messages using AI",
   "type": "module",
   "bin": {
     "gencommit": "./dist/cli.js"
   },
   "files": [
-    "dist/**/*",
+    "dist",
     "README.md",
     "LICENSE"
   ],
@@ -34,6 +34,9 @@
     "email": "me@raghav.sh"
   },
   "license": "MIT",
+  "publishConfig": {
+    "access": "public"
+  },
   "repository": {
     "type": "git",
     "url": "https://github.com/raghavpillai/gen-commit.git"

From a463202ee99d35e2d741c1a7a39d446b7a46d996 Mon Sep 17 00:00:00 2001
From: Raghav Pillai <raghavpillai101@gmail.com>
Date: Wed, 19 Nov 2025 12:45:25 -0800
Subject: [PATCH 5/5] Update CI to install namespaced package tarball

- change npm global install pattern in CI from gen-commit-*.tgz to raghavp-gen-commit-*.tgz
- ensure CI tests install and run the correct packaged CLI tarball
---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b530b85..f4ba62a 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -45,7 +45,7 @@ jobs:
       - name: Test CLI installation
         run: |
           npm pack
-          npm install -g gen-commit-*.tgz
+          npm install -g raghavp-gen-commit-*.tgz
           gencommit --version
 
   security: