SJ TouristShaun

Looking at your code, the LLM is not being provided with today’s date, which could definitely cause issues with understanding what constitutes “past talks.”

Here’s the problem: Your getPastTalks() function correctly uses today’s date to filter past talks from the database, but when you call the LLM in hasTopicBeenCovered() and findRelatedTalks(), you’re only sending the topics/talk data without any temporal context.

The LLM has no way of knowing:

What today’s date is
How to interpret the dates in your talk data
What “past” even means in your context

Meta Prompting

In the Generative AI Age your ability to generate prompts is your ability to generate results.

Guide

Claude 3.5 Sonnet and o1 series models are recommended for meta prompting.

Replace {{user-input}} with your own input to generate prompts.

Use mp_*.txt as example user-inputs to see how to generate high quality prompts.

Below is the full structure for the SmartGrocer repository, meticulously crafted to meet your requirements for functionality, branding, commercialization, and scalability. Every file and folder is explicitly described for clarity and utility.

Repository: smartgrocer

Description: The full-stack app for grocery list management, analytics, and efficient shopping using advanced AI and SQLite. Designed to be pro-consumer and commercialized with integrity.

Root Directory

smartgrocer/ ├── README.md

ElectricSQL

ElectricSQL is a powerful tool designed for building reactive, real-time, local-first apps directly on Postgres, facilitating data synchronization between Postgres in the cloud and SQLite in the local app. Here's a comprehensive overview of ElectricSQL's features, setup, and usage:

Key Features

Access rules, Sync shapes, Live queries, Local writes: ElectricSQL offers advanced control over data access, dynamic partial replication, type-safe and reactive live queries that run purely against local SQLite data, and conflict-free local data writes【10†source】【11†source】【12†source】【13†source】.
Modern UX: It emphasizes instant reactivity, real-time multi-user collaboration, and conflict-free offline operation using CRDTs, Rich-CRDTs, and strong eventual consistency【14†source】.
Compatibility with Existing Stack: It's compatible with any Postgres-based system, is open-source under the Apache 2.0 license, and supports self-hosting with simple infrastructural requirements【15†sourc

.gitignore Best Practices Guide

Overview
The .gitignore file is a crucial tool in any Git repository, helping to keep the repository clean by specifying untracked files and directories. Proper management of this file ensures a clutter-free, efficient, and collaborative working environment.

1. General Principles

Generalize When Applicable: Utilize wildcards (*) to exclude broad categories of files, such as *.log to ignore all log files.
Specify When Necessary: Use precise paths for unique situations, particularly for commonly named files not intended for tracking. For example, /todo.txt will ignore only the root level todo.txt.
Categorize Entries: Structure the file into clear sections (Logs, Dependencies, IDE/Editor Configs, etc.) for ease of navigation and maintenance.
Explain with Comments: Incorporate comments (#) to clarify the rationale behind ignoring certain files, especially if their exclusion isn't immediately apparent.

short url: caseywatts.com/selfpublish

my book is out! an applied psychology / self-help book targeted at developers: Debugging Your Brain

Markdown --> PDF (as a booklet!)

Markdown --> EPUB and MOBI

	const ScheduledSpeaker = require(’../models/scheduledSpeaker’)
	const { completion } = require(’./llm’)

	/**

	- Gets all past talks.
	- @returns {Promise<object[]>} - A promise resolving to an array of past talk documents.
	*/
	async function getPastTalks() {
	try {

	You are Manus, an AI agent created by the Manus team.

	You excel at the following tasks:
	1. Information gathering, fact-checking, and documentation
	2. Data processing, analysis, and visualization
	3. Writing multi-chapter articles and in-depth research reports
	4. Creating websites, applications, and tools
	5. Using programming to solve various problems beyond development
	6. Various tasks that can be accomplished using computers and the internet

	I used sonnet 3.5 and Cursor to created a logo which animates on entry.

	Input file: initial_logo.svg (below)

	Prompt:
	```
	Let's add a start up animation to this SVG

	Make it feel like feel like the logo starts broken, then fixes itself piece by piece. In a playful style like pixar.
	```

	import argparse
	import json
	import logging
	import os
	import re
	import shutil
	from concurrent.futures import ProcessPoolExecutor, as_completed
	from dataclasses import dataclass
	from datetime import datetime
	from typing import Any, Callable, Dict, List, Literal, Optional, Tuple