The Daily Index — Friday, November 28, 2025

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

RUNPROMPT

runprompt is a single-file Python script for running .prompt files. .prompt is an executable GenAI prompt template file format designed to be agnostic to programming language and model provider. It allows for maximum flexibility in usage. The format streamlines the process of working with AI models and ensuring consistency across different uses of the same prompt.

github.com

TLDR AI · GitHub repository

DEEPSEEK-MATH-V2

DeepSeek's new math reasoning model achieves gold-level performance on IMO 2025, matching recent results from Google and OpenAI. The approach trains an LLM-based proof verifier that serves as a reward model. This incentivizes the generator to verify step-by-step reasoning rather than just final answers, addressing the fundamental limitation that correct answers don't guarantee correct reasoning.

huggingface.co

TLDR AI · GitHub repository

BETTER AGENTS

Better Agents is a CLI tool and a set of standards for agent building. It makes coding assistants experts in any agent framework. The tool generates an AGENTS.md that ensures industry best practices. The CLI guides users through selecting a programming language, agent framework, coding assistant, LLM provider, and API keys.

github.com

TLDR AI · GitHub repository

COMPOUNDING ENGINEERING PLUGIN

The Compounding Engineering Plugin is a Claude Code plugin that transforms how developers plan, build, and review code using AI-powered tools that systematically improve their development workflow. Compound engineering is the idea that each unit of engineering work should make subsequent units of work easier, not harder. The plugin provides the tools to make compound engineering practical.

github.com

TLDR AI · GitHub repository

OPEN DEEP RESEARCH

An experimental, fully open-source research assistant built on LangGraph that automates deep topic research by planning, gathering, and writing structured markdown reports—either via a human-in-the-loop workflow or a multi-agent architecture—with configurable models, search tools, prompting, and evaluation integration.

github.com

TLDR AI · GitHub repository

CLAUDE SCIENTIFIC SKILLS

This repository contains a collection of over 123 ready-to-use scientific skills for Claude.

github.com

TLDR Dev · GitHub repository

SYNCKIT

SyncKit is a sync engine that makes it trivial to build local-first applications. It can create production-ready sync in 3 lines of code. SyncKit can sync tasks across tabs instantly, even when offline. It uses true offline-first architecture to ensure apps work anywhere, even with a bad internet connection.

github.com

TLDR Dev · GitHub repository

LOWTYPE

LowType adds type expressions to method arguments in Ruby. It treats arguments with default values that resolve to a type instead of a value as type expressions. LowType enables types in Ruby with the simplest syntax possible.

codeberg.org

TLDR InfoSec · GitHub repository

GODEFENDER

GoDefender is a Go-based security toolkit that detects and defends against debugging, virtualization, and DLL injection attacks to hinder reverse engineering efforts. It provides virtualization detection, anti-debugging via API monitoring and critical function patching, and DLL injection prevention using Binary Image Signature Mitigation Policy to block non-Microsoft binaries.

github.com

TLDR InfoSec · GitHub repository

INFIISCAL

Infisical is an open-source secrets management platform that features a dashboard, client SDKs for fetching secrets, an API, and integrations with several platforms, like Kubernetes and Terraform.

github.com

TLDR Design · Tool

INTERACTIVE DEMO PLATFORM

Guideflow, an AI Demo Automation suite, allows users to create interactive demos and step-by-step guides in seconds.

guideflow.com

TLDR Design · Tool

LIGHTNING-FAST AI VIDEO EDITOR

FireCut AI is a co-pilot for Adobe Premiere Pro and DaVinci Resolve that automates tedious tasks so users can focus on the creative work and get to their first cut faster.

firecut.ai

TLDR Design · Tool

COLOR PALETTE PRO

A synthesizer for color palettes.

colorpalette.pro

TLDR Founders · Tool

SANCTUM

Ship your features to simulated users.

heysanctum.com

TLDR Founders · Tool

LLMHUB

LLMHub is an AI-powered collaborative search platform that turns research into shared workspaces with real-time agents and zero friction for teams.

llmhub.dev

TLDR Founders · Tool

JEEVA AI

Jeeva is an AI sales agent that automates prospecting, outreach, and follow-ups so you can focus on closing deals and building relationships.

jeeva.ai