nurtantioquidar

The Autonomous Agent Prompting Framework

This repository contains a disciplined, evidence-first prompting framework designed to elevate an Agentic AI from a simple command executor to an Autonomous Principal Engineer.

The philosophy is simple: Autonomy through discipline. Trust through verification.

This framework is not just a collection of prompts; it is a complete operational system for managing AI agents. It enforces a rigorous workflow of reconnaissance, planning, safe execution, and self-improvement, ensuring every action the agent takes is deliberate, verifiable, and aligned with senior engineering best practices.

I also have Claude Code prompting for your reference: https://gist.github.com/aashari/1c38e8c7766b5ba81c3a0d4d124a2f58

Customising dbt snapshots

It is currently not possible to modify the actual names of the snapshot metafields (dbt_valid_from and friends) even if you go down this path to customize the built in macros below - dbt-labs/dbt-core#7018

Customising dbt snapshots so that dbt_valid_from dates can use a variable.

Macros that need to be overridden are in the materializations/snapshots folder in dbt-core.

Setup initial snapshot:

Based on this blogpost.

To sign Git commits, you need a gpg key. GPG stands for GNU Privacy Guard and is the de facto implementation of the OpenPGP message format. PGP stands for ‘Pretty Good Privacy’ and is a standard to sign and encrypt messages.

Setting up

Install with Homebrew:

$ brew install gpg

Use (most) macOS style shortcuts on Windows

Make Windows PC's shortcut act like macOS (Mac OS X)

With this AutoHotKey script, you can use most macOS style shortcuts (eg, cmd+c, cmd+v, ...) on Windows with a standard PC keyboard.

Note that

You should disable the Between input languages shotcut from Control Panel\Clock, Language, and Region\Language\Advanced settings > Change lanugage bar hot keys because it conflicts with cmd + shift + ↑ / ↓ / ← / → (select text between cursor and top / bottom / beginning of line / end of line)
you shouldn't change the modifier keys mapping with keyboard DIP. This script assumes you use a standard PC keyboard layout, and wish to use shortcuts as if it was a mac keyboard layout.

Installing `pyenv` on macOS for Zsh using Homebrew

Published May-13-2020

Installation
Basic Usage
Virtualenv

How to connect to the App Store Connect API using Python3

You will need the requests and authlib packages. Just run :

$ pip install requests authlib

Then you need to generate an API Key from the App Store Connect portal (https://developer.apple.com/documentation/appstoreconnectapi/creating_api_keys_for_app_store_connect_api).

gpg-agent setup

Need to setup gpg-agent first, on OSX I use keychain (it also does ssh-agent)

$ brew info keychain
keychain: stable 2.8.5
User-friendly front-end to ssh-agent(1)
https://www.funtoo.org/Keychain
/usr/local/Cellar/keychain/2.8.5 (7 files, 108.5KB) *

Renew GPG key

Given that your key has expired.

$ gpg --list-keys
$ gpg --edit-key KEYID

Use the expire command to set a new expire date:

If .DS_Store was never added to your git repository, simply add it to your .gitignore file.

If you don't have one, create a file called

.gitignore

In your the root directory of your app and simply write

	CREATE TEMP FUNCTION BytesToUUID(data BYTES)
	RETURNS STRING
	LANGUAGE js AS """
	const tableStr = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/";
	const atob = function (base64) {
	if (/(=[^=]+\|={3,})$/.test(base64)) throw new Error("String contains an invalid character");
	base64 = base64.replace(/=/g, "");
	var n = base64.length & 3;
	if (n === 1) throw new Error("String contains an invalid character");
	for (var i = 0, j = 0, len = base64.length / 4, bin = []; i < len; ++i) {