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📄 AI-INSTRUCTIONS.md
Defines the architecture, component responsibilities, and development rules for an academic malware sandbox prototype.
Persona Plugin Creation Guide
Guides creation of AI personas by analyzing source materials and iteratively refining traits, communication style, and knowledge boundaries.
scmd Implementation Guide: 3 Must-Borrow Features
Defines three features to bring a CLI tool to feature parity with competitors: interactive chat, markdown formatting, and a template system.
RottenTomatoes BoxOffice Demo
Demonstrates fetching box office movies from the RottenTomatoes API and displaying them in an Android ListView.
AGENT INSTRUCTIONS — plainpad
Mandates a Rust GUI desktop app workflow with egui, ropey, and strict non-AI, non-CLI rules for AI coding agents.
Citizen Advice RAG Flow Documentation
Documents a Langflow RAG pipeline that crawls a Citizen Advice website, indexes content in Chroma, and answers queries via MistralAI.
Project: Audio Transcription Pipeline
Tracks an audio transcription pipeline as a dependency graph of 8 tasks with statuses, blockers, and session notes.
Standard Operating Procedure: Video Transcription & Summarization Workflow
Defines an end-to-end workflow for ingesting video, generating transcripts, producing summaries, and delivering outputs to stakeholders.
VPM Package Template
Starter for making Packages, including automation for building and publishing them.
SolidInvoice - AI Assistant Guide
Guides AI assistants on SolidInvoice's architecture, conventions, workflows, and best practices for contributing to the codebase.
README_Instructions
Provides a Python-based model predictive controller for quadruped locomotion using single rigid body dynamics, with gradient-based and sampling-based solvers.
langextract-rust — Project Specification
Specifies a Rust port of Google's langextract that extracts source-grounded structured data from text via LLMs, with chunking, alignment, and multi-pass pipelines.
100DaysOfMLCode
Outlines the 100DaysOfMLCode challenge: a public pledge to study or code ML for one hour daily over 100 days.
🧠 Joey Developer Dashboard (Vercel + API Integration)
Defines a developer dashboard for testing stock data, GPT prompts, and API endpoints before shipping to a Flutter app.
Packerizing your config
Walks through installing Packer, authenticating with AWS, building an AMI, launching an EC2 instance, and connecting to a WordPress site.
Prompt Playground - Technical Specification
Specifies a side-by-side LLM prompt comparison tool that reuses 70% of an existing LLM Safety codebase.
ProjectsManager — TODO
Points to GitHub issues as the task backlog and provides a template for AI-assisted code changes in a Flask project.
FAQ.md
Answers common questions about setting up and running a multi-AI team workflow using GitHub, ChatGPT, and Claude.
Salesforce Lightning Types and Agent Actions Pattern
Documents three undocumented Salesforce patterns for custom Lightning Types, Connect API prompt template calls, and Apex resources in Prompt Builder.
Custom Instructions for AI Agent
Guides an AI agent to generate code and solve problems for a React 19, Convex, Keycloak monorepo with strict TypeScript.
WARP.md
Documents the architecture, commands, and development practices for a multi-stage LLM orchestration tool that transforms project ideas into actionable plans.
tellioo
Provides a build menu script and setup instructions for a Flutter chat app that injects multiple AI API keys at compile time.
Qwen Code Development Guide - Multi-Vision Toolkit
Guides developers through extending a multi-vision Python toolkit with model integration, template security, and memory management patterns.
ToDo
Tracks development progress and known issues for a Zsh plugin that generates git commit suggestions via LLM providers.