Charlike Mike Reagent tunnckoCore

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

Secure Release Protocol

This document outlines the secure, tamper-resistant release protocol for npm packages. The setup uses GitHub Actions workflows to automate building, attesting provenance, and releasing packages while enforcing immutability through repository rulesets. This ensures that releases are verifiable, auditable, and protected against unauthorized modifications.

Overview

The protocol consists of two chained GitHub Actions workflows:

Build & Push Workflow: Handles building the package and pushing built artifacts to a dedicated release branch.
Attest & Release Workflow: Triggered only after a successful build; generates Sigstore attestations, creates GitHub releases, uploads assets.

wgw.black

Protocol for social networking built on Ethscriptions. Cuz I'm sick and tired of Twitter.

Previously i had Likes For Ethscriptions, but it was very early and.. not that extensible.

There's also TIC meta protocol by Chopper, it's fine for comments & reactions.

Here's what i think and need:

	# Create a new clone and branch for parallel development.
	# Usage: ga <branch-name> [base-branch]
	ga() {
	if [[ -z "$1" ]]; then
	echo "Usage: ga <branch-name> [base-branch]"
	return 1
	fi
	local branch="$1"
	local repo_name="$(basename "$PWD")"
	local repo_url="$(git remote get-url origin)"


	// Example usage
	const privateKeyWIF = "WIF_HERE";
	const recipientAddress = `bc1pk42g9szvyl7xxdpdszn5ql6ce2mzc0wmy05y97qfmu7hs8uftnns5tc37k`;
	const amount = 32000;
	const feeRate = 1;

	sendBTC(privateKeyWIF, recipientAddress, amount, feeRate)
	.then((result) => {
	console.log("Send successful:", result);

	// Enqueue an email
	export const enqueueEmail = mutation({
	args: { recipient: v.string(), body: v.string() },
	handler: async (ctx, args) => {
	await ctx.db.insert("emails", args);
	}
	});

	// Process a batch of emails (e.g., the first 10)
	export const processBatchOfEmails = mutation({

	const foo = [
	{ name: "Alice", age: 25 },
	{ name: "Bob", age: 30 },
	{ name: "Charlie", age: 35 },
	{ name: "David", age: 40 },
	];

	export type Item = { name: string; age: number };

	export async function foobar(collection: Item[]) {

	[
	{
	"block_hash": "0x63b52be2e50bc426e23d3d29638acc054f5d77abd0ab15a5913f62046c138c00",
	"block_number": 17673466,
	"block_timestamp": 1689116087,
	"content_sha": "0x3420e1c19389a3cac01ae5b6ab21cf8a54762b8ef25dd7c7cf4342c02af1c2c4",
	"creator": "0xa20c07f94a127fd76e61fbea1019cce759225002",
	"current_owner": "0xa20c07f94a127fd76e61fbea1019cce759225002",
	"event_log_index": null,
	"id": "0x77469acb50576b226f04949c54f39dd99989581cd7a5716b6b496ed90d001e5b",

	{"type":"session","version":3,"id":"8978f545-a3dd-401d-99e4-7287c663146e","timestamp":"2026-04-07T14:46:20.637Z","cwd":"/home/arcka/tryingmempalace"}
	{"type":"model_change","id":"7a4e1eaa","parentId":null,"timestamp":"2026-04-07T14:46:20.638Z","provider":"openai-codex","modelId":"gpt-5.4"}
	{"type":"thinking_level_change","id":"341de6ae","parentId":"7a4e1eaa","timestamp":"2026-04-07T14:46:20.638Z","thinkingLevel":"high"}

	import * as cheerio from "cheerio";

	export type Attribute = {
	trait_type: string;
	value: string;
	};

	export type CollectionItem = {
	id: string;
	index: number;