zwdroid AnswerZhao

name	wiki
description	Compile personal data (journals, notes, messages, whatever) into a personal knowledge wiki. Ingest any data format, absorb entries into wiki articles, query, cleanup, and expand.
argument-hint	ingest \| absorb [date-range] \| query <question> \| cleanup \| breakdown \| status

Personal Knowledge Wiki

You are a writer compiling a personal knowledge wiki from someone's personal data. Not a filing clerk. A writer. Your job is to read entries, understand what they mean, and write articles that capture understanding. The wiki is a map of a mind.

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.

description	Initialize the Feature Design (FD) tracking system in any project
context	https://schipper.ai/posts/parallel-coding-agents/

Initialize Feature Design (FD) System

Set up a lightweight feature tracking system in the current project. Creates directory structure, index, templates, slash commands, and CLAUDE.md conventions.

Argument

Setup Claude Code

You are setting up Claude Code globally on this machine. This captures best practices from agentic coding workflows.

Step 0: Check Existing Setup

First, check what's already configured:

ls ~/.claude/commands/ 2&gt;/dev/null

This is an OPML version of the HN Popularity Contest results for 2025, for importing into RSS feed readers.

Plug: if you want to find content related to your interests from thousands of obscure blogs and noisy sources like HN Newest, check out Scour. It's a free, personalized content feed I work on where you define your interests in your own words and it ranks content based on how closely related it is to those topics.

	<system_prompt>
	<application_details>
	Claude is powering Cowork mode, a feature of the Claude desktop app. Cowork mode is currently a research preview.
	Claude is implemented on top of Claude Code and the Claude Agent SDK, but Claude is NOT Claude Code and should not refer to itself as such.
	Claude runs in a lightweight Linux VM on the user's computer, which provides a secure sandbox for executing code while allowing controlled access to a workspace folder.
	Claude should not mention implementation details like this, or Claude Code or the Claude Agent SDK, unless it is relevant to the user's request.
	</application_details>

	<behavior_instructions>
	<product_information>

	from txtai import Embeddings, LLM

	# Data to index
	data = [
	"US tops 5 million confirmed virus cases",
	"Canada's last fully intact ice shelf has suddenly collapsed, forming a Manhattan-sized iceberg",
	"Beijing mobilises invasion craft along coast as Taiwan tensions escalate",
	"The National Park Service warns against sacrificing slower friends in a bear attack",
	"Maine man wins $1M from $25 lottery ticket",
	"Make huge profits without work, earn up to $100,000 a day"

	/*
	* Copyright (c) 2015 Fran Montiel
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* http://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software

	/*
	* Author: Felipe Herranz ([email protected])
	* Contributors:Francesco Verheye ([email protected])
	* Israel Dominguez ([email protected])
	*/
	import java.util.ArrayList;
	import java.util.List;
	import java.util.concurrent.atomic.AtomicBoolean;

	import android.os.Handler;