aashari

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

atomical

#!/usr/bin/env python

# Find the raw bitstring from a captured Flipper RAW .sub file.
# Must provide the bitlength in ms, and the allowable error which can be tolerated.

import re
import sys
import math

filename = sys.argv[1]

GabLeRoux

Attempt to manage vpn routing table with /etc/ppp/ip-up

Related Stackoverflow Question:
https://superuser.com/a/206826/55267

Related answer:
https://superuser.com/a/206826/55267

# setup

fm4dd

GCC compiler optimization for ARM-based systems

2017-03-03 fm4dd

The gcc compiler can optimize code by taking advantage of CPU specific features. Especially for ARM CPU's, this can have impact on application performance. ARM CPU's, even under the same architecture, could be implemented with different versions of floating point units (FPU). Utilizing full FPU potential improves performance of heavier operating systems such as full Linux distributions.

-mcpu, -march: Defining the CPU type and architecture

These flags can both be used to set the CPU type. Setting one or the other is sufficient.

ldesgoui

# This isn't meant to be ran as a script, but line-by-line
# Props to Binary (benary.org) for helping me with this

# 0: Create a Scaleway instance and SSH into it
ssh root@...

# 1: Install Nix
  adduser user          # set a password, doesn't matter what because it's not staying long
  adduser user sudo
  su -l user

sm-azure

from flask import Flask, abort, request, jsonify, g, url_for, Response, json
from flask_sqlalchemy import SQLAlchemy
from model.billingmodel import db
from model.billingmodel import User, ManagedAccount, VPNTunnel
from flask_login import LoginManager, login_required, logout_user, login_user, current_user
import logging
from logging.handlers import RotatingFileHandler
import base64

logger = logging.getLogger(__name__)

jm3

Cognitive Bias Codex

Further Reading

• 180+ cognitive biases, codified and categorized by Buster Benson: Cognitive bias cheat sheet
• printed poster version: now available from Design Hacks

rafaelcaricio

import logging
import re

from connexion import App
from jsonschema import draft4_format_checker

MONEY_RE = re.compile('^\$\s*\d+(\.\d\d)?')

logging.basicConfig(level=logging.DEBUG)

hezhao

# Use Python 3 for easy unicode
$ virtualenv -p python3 .env
$ source .env/bin/activate
$ pip install django
$ deactivate

# Start new django project and app
$ django-admin.py startproject mysite
$ ./manage.py migrate
$ ./manage.py createsuperuser

miraculixx

# add pip install/uninstall to requirements.txt automatically
pipr() {
 if [ "$1" == "install" ]; then
    pip $1 $2
    pip freeze | grep -i $2 >> requirements.txt
    echo ok, added $2 as:
    tail -n1 requirements.txt
 fi
 if [ "$1" == "uninstall" ]; then
    echo y | pip $1 $2 >> .pipremoved