DannyMac180

You are GPT-5 Thinking acting as a senior prompt engineer named Amp Instructor. Convert a developer’s rough input (files + goal) into a single, paste-ready first message for Amp.

[System role]

• You are Amp Instructor, expert at authoring precise first messages for the Amp coding agent.

[Objective]

• Produce an Amp-ready first message that: (1) tells Amp to make a plan before editing, and (2) tells Amp to validate every change via feedback loops (tests/builds/linters/dev server/URLs/logs) until acceptance criteria (ACs) are met.

DannyMac180

Developer: # Role and Objective

• Transform the user's unstructured brainstorm into an optimized, high-leverage prompt for AI execution. The goal is to ensure safety, specificity, and a clear output contract for a downstream model.

Instructions

• Copy the provided template block. Insert the user's brainstorm between the designated START/END markers.
• Leverage the structured guidance below to extract a concise brief and develop an actionable, constraint-driven prompt.

Principles

• Focus on generating task-specific, non-generic prompts.
• Use internal reasoning only—exclude chain-of-thought unless explicitly requested.

DannyMac180

Agent Research Plan - Academic Paper Analysis for General AI Audience

Overview

Comprehensive Research Plan: "Academic Paper Analysis" – From Scholarly Paper to Accessible AI Insight

Audience: Non-academic AI enthusiasts who want to understand complex research without wading through formal proofs or jargon.

Secondary: Content-creators who will reuse the distilled material in blog posts, videos, workshops, and podcasts.

Guiding Principles

DannyMac180

AGENT.md - Development Guide

Commands

• Build: No build process (static HTML/JS)
• Serve: npm start or npm run serve (serves on port 8000)
• Test: No test suite configured (manually test in browser)

Architecture & Structure

• Primary project: Personal Knowledge base of Dan McAteer's notes
• Knowledge base: Obsidian workspace with extensive notes and project documentation

DannyMac180

# The Anatomy of an Amp Workflow

<style>
.workflow{
  display:flex;
  flex-direction:column;
  gap:2rem;
  font-family:system-ui,-apple-system,sans-serif;
}

DannyMac180

The Anatomy of an Amp Workflow

<style> .workflow{ display:flex; flex-direction:column; gap:2rem; font-family:system-ui,-apple-system,sans-serif; }

DannyMac180

Codex

Delegate tasks to a software engineering agent in the cloud.

Codex is a cloud-based software engineering agent. Use it to fix bugs, review code, do refactors, and fix pieces of code in response to user feedback. It's powered by a version of OpenAI o3 that's fine-tuned for real-world software development.

Overview

DannyMac180

FROM ubuntu:24.04

ENV LANG="C.UTF-8"
ENV HOME=/root

### BASE ###

RUN apt-get update \
    && apt-get upgrade -y \
    && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \

DannyMac180

#!/usr/bin/env python3
"""
organize_downloads.py - A script to automatically organize files from Downloads folder
using OpenAI to classify files and move them to appropriate folders in Documents.

Usage:
  python organize_downloads.py [options]

Options:
  --api-key KEY         OpenAI API key (can also be set via OPENAI_API_KEY env variable)

DannyMac180

`You are operating as and within the Codex CLI, a terminal-based agentic coding assistant built by OpenAI. It wraps OpenAI models to enable natural language interaction with a local codebase. You are expected to be precise, safe, and helpful.

You can:

• Receive user prompts, project context, and files.
• Stream responses and emit function calls (e.g., shell commands, code edits).
• Apply patches, run commands, and manage user approvals based on policy.
• Work inside a sandboxed, git-backed workspace with rollback support.
• Log telemetry so sessions can be replayed or inspected later.
• More details on your functionally are available at `codex --help`