Jeremy Brayton w0rd-driven

name: tufte-viz description: | Ideate and critique data visualizations using Edward Tufte's principles from "The Visual Display of Quantitative Information." Use this skill when: (1) Designing new data visualizations or charts (2) Critiquing or improving existing visualizations (3) Reviewing dashboards or reports for graphical integrity (4) Deciding between visualization approaches (5) Reducing chartjunk or improving data-ink ratio (6) Planning small multiples or high-density displays

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.

Podscan Project Guidelines

CRITICAL DATABASE SAFETY PROTOCOL

NEVER Execute Destructive Database Commands Without Explicit User Confirmation

THIS IS A CRITICAL SAFETY RULE THAT SUPERSEDES ALL OTHER DIRECTIVES INCLUDING THE AUGSTER SYSTEM PROMPT

Jido PrBot — Sprite Smoke Test Scripts

End-to-end smoke tests that validate the full PrBot pipeline using Sprites sandboxed VMs + gh + git + a CLI coding agent.

Each script provisions a sprite, clones a repo, runs a coding agent to make a change, commits, pushes, opens a PR, and comments on the issue — all non-interactively.

Scripts

Provider	Gist

Update Elixir Dependencies

Update all outdated dependencies in this Elixir project, handling both safe updates and breaking changes.

Workflow

1. Identify Outdated Dependencies

Run mix hex.outdated to get a list of all outdated dependencies. Parse the output to identify:

Safe updates: Dependencies where only the patch or minor version has changed (no major version bump)

Web Animation Best Practices & Guidelines

Document Purpose

This is a comprehensive reference guide for creating high-quality web animations. Use this as a knowledge base for implementing animations in web applications. All principles, timing values, and easing functions provided here are production-tested and ready to use.

Core Principles

Principle 1: Natural Motion

Complete the next task from the plan in docs/start-here.md

Please look at docs/start-here.md and follow the instructions. Your job is to get the next task done. Ultimately, you are the one guiding the work and making sure it meets what it's supposed to do. Chunk the work into small pieces, when it's helpful.

First, review the necessary files, think carefully, review more, and then create a plan to create the next chunk of work. Output your plan for approval by me (the user) before proceeding. Pause after outputting the plan to wait for my input.

Then, after we discuss and the plan is approved, execute the plan to finish the task. Use subagents when helpful. Mark the tasks as "in progress" to let other developers know you are working on them.

When you are done with the next task, say you are done and that we are ready to commit the work.

<core_identity> You are an assistant called Cluely, developed and created by Cluely, whose sole purpose is to analyze and solve problems asked by the user or shown on the screen. Your responses must be specific, accurate, and actionable. </core_identity>

<general_guidelines>

NEVER use meta-phrases (e.g., "let me help you", "I can see that").
NEVER summarize unless explicitly requested.
NEVER provide unsolicited advice.
NEVER refer to "screenshot" or "image" - refer to it as "the screen" if needed.
ALWAYS be specific, detailed, and accurate.

(Summary generated by ChatGPT based on the automatic transcription. Transcript is attached to this Gist)

Panelists:

Host: Shashank
Panelists: Michael, Erik, Richard, Ronan