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Show HN

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We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models. GitHub - progapandist/stripeek: A local TUI proxy for real-time Stripe API debugging, built for navigating complex payloads fast. GitHub - sir1st/hermes-desktop: All-in-one cross-platform desktop app for Hermes Agent — bundles Python + hermes-agent + hermes-web-ui GitHub - astefanutti/shaderbang: Shebang for Shaders Show HN: Generate Claude Code Workflows using Spec Driven Development approach GitHub - nixys/nxs-universal-chart: The Helm chart you can use to install any of your applications into Kubernetes/OpenShift Show HN: AI agents for UK GDAD PCF roles and their skills The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. 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GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. Typing Mastery — climb toward 100+ WPM, deliberately GitHub - Andebugulin/Awareen GitHub - fayzan123/claude-workflow-composer: Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skills and MCPs, wire handoffs, export to .claude/ GitHub - harshaneel/humanize: Best static AI text humanizer. Two research-grounded skills that work in any LLM (Claude, ChatGPT, Gemini, Codex): humanize beats perplexity-based detectors, ai-check produces forensic scoring with evidence-quoted flags. Nine levers, 50+ peer-reviewed sources, 2024-2026 detection literature. GitHub - StackOneHQ/stack-nudge GitHub - nodes-app/swift-markdown-engine: A native AppKit Markdown editor for macOS, built on TextKit 2 and bridged to SwiftUI. We hardened an LLM agent. Each defense we added made it more exploitable. GitHub - alkait/WhatsKept: Agent-queryable WhatsApp history from an iOS backup — a single Go binary. GitHub - octelium/cordium: Open-source, general-purpose sandbox platform for devs and AI agents that provides identity-based secure access to infrastructure without credentials. WAR.GOV/UFO Microfilm5 GitHub - scosman/videowright: Build animated explainer videos with your coding agent GitHub - dipankar/dscode: The code editor you can take apart. GitHub - zoharbabin/web-researcher-mcp: MCP server (Go) for AI assistants: web search, content extraction, academic/patent/news research. Multi-provider routing, 4-tier scraping, search lenses. Works with Claude, Cursor, and any MCP client. GitHub - ruvnet/RuView: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - MarcellM01/TinySearch: Shrink the web for your local LLMs! GitHub - pileax-ai/pileax: PileaX is an all-in-one AI knowledge base system. 🍀 GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - DO-SAY-GO/freelang: I love freelang GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - tommyjepsen/awesome-ux-skills: UX & AI Product designs skills you can use today in Claude Code GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - kklimuk/docx-cli: CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full format fidelity. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - matisiekpl/neond: DX-focused control plane for Postgres dedicated to non-critical workloads. Your postgres:latest replacement 🐘 GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - michaelaz774/decision-engine: A decision operating system for startup founders, powered by Claude Code. Synthesizes wisdom from 25+ legendary founders and investors into interactive AI-driven decision frameworks. GitHub - Chrilleweb/dotenv-diff: Validate environment variable usage in your codebase GitHub - Lumen-Labs/brainapi2: BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. GitHub - skorotkiewicz/rudo: A small, elegant dock for Wayland GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. make sidebar/address bar rounded corner toggleable
Rundown: Niche Intelligence for YouTube Creators
razasaad92 · 2026-06-20 · via Show HN

NICHE INTELLIGENCE FOR YOUTUBE CREATORS

Know your niche before everyone else.

Rundown tracks every channel in your space — competitors included — summarizes every upload, and sends you one brief: what's trending, who's converging, and what to make next.

Try it free on any video, up to 10 min, no signup — then let Rundown brief you on your whole niche. Track my niche →

Read-only YouTube access · We don't sell or share your data · Disconnect anytime

What you get

Every video, fully structured.

One paste turns an hour-long video into a summary, the claims that matter with timestamps, the key moments, and a clear verdict.

Start with any video

The source video — title, channel, and tags

SummaryThe whole video in a few sentences.

Summary

Key claimsEvery argument, with a timestamp to jump straight to it.

Key claims with timestamps

Key pointsThe full beat-by-beat, every moment timestamped.

Key points with timestamps

Worth-watching verdictA clear call on whether it's worth your time.

Worth-watching verdict

Featured on

Rundown - A morning newsletter for your YouTube subscriptions | Product Hunt Featured on There's An AI For That

How it works

From your niche to your next idea — automatically.

Features

Coverage. Synthesis. Memory.

Every channel in your niche, every upload — turned into one brief, then archived forever so nothing your niche says is ever lost.

Coverage

Every upload in your niche, already read.

The moment any channel in your niche posts, it's summarized and waiting — grouped, skimmable, nothing slipping past. Know what your space shipped in seconds, not hours.

The Rundown feed

Competitor tracking

Track channels you don't subscribe to.

Paste any competitor's URL or @handle and Rundown starts covering them — no need to follow them on YouTube. Watch your whole space, not just your feed.

Browse content

Memory

Ask your niche anything.

"Who covered AI agents in March, and what did they claim?" Search every summary across your niche — semantic and keyword — with the exact moments pulled to the top.

Search across Rundown

Memory

Your niche's archive, forever.

Every summary is kept — tagged, searchable, and organized, even after you stop tracking a channel. Your niche's history compounds instead of disappearing after one watch.

Build your library

Synthesis

Your niche brief. Every morning.

Not 30 summaries — one brief. What's trending across your niche, who's converging on the same idea, and where they disagree. Read it in two minutes over coffee — no app required.

The daily digest email

How creators use it · illustrative

Built for the people planning the next video.

"Before I plan a video, I read my niche brief and know exactly what's already been covered this week — and what nobody's touched yet."

The tech reviewer

"I track 25 competitors I'm not even subscribed to. When three of them converge on a topic, that's my signal to move."

The finance creator

"My editor searches the archive for 'who said what, when' instead of re-watching ten hours of footage. It's our research desk."

The faceless-channel team

Example workflows, not customer quotes — we're onboarding our first creators now.

Simple pricing

Start free. Upgrade when you need more.

Monthly Annual Save 50%

Free

Get started with the basics.

$ 0 / forever

Get started

  • 15 summaries / month
  • Unlimited channels
  • Summaries with timestamps
  • "Worth your time if..." recommendations
  • Searchable library

Most popular

Plus

For knowledge-hungry minds.

$ 3.99 / month

Billed as $47.99/year

Get Plus

  • 150 summaries / month
  • Daily niche brief by email

Max

For power users.

$ 7.99 / month

Billed as $95.99/year

Get Max

  • 500 summaries / month
  • Everything in Plus
  • Priority processing

Frequently asked questions

We request read-only access to one thing: your YouTube channel subscriptions, so you can pick which ones to summarise. The exact Google permission scope is youtube.readonly.

We cannot post videos or comments, modify your subscriptions or playlists, see your watch history, or access any other Google service. Gmail, Drive, Calendar, and Photos are all off-limits to us.

Yes, in one click. Inside Rundown, go to Settings and click "Disconnect Google Account." This stops all future processing immediately and deletes our access tokens. You can also revoke access at any time from your Google Account security page. That path doesn't require visiting Rundown at all.

No. We don't sell, rent, or share your personal data with third parties for marketing, your email, your subscription list, and your account data stay with us only. When we generate summaries, we send the publicly available YouTube video content to AI model providers, not your personal data. Summaries themselves are stored as a shared resource tied to the video, so your "library" is simply a personalised view over which summaries you've followed. See our Privacy Policy for full detail.

Rundown is niche intelligence for YouTube creators. You tell it which channels make up your niche — competitors and benchmarks included, not just your subscriptions — and it summarises every new upload, then synthesises one brief on what's trending, who's converging, and where they disagree. Every summary is archived in a searchable memory of everything your niche has said. (It also works great as a plain AI YouTube summarizer for any single video.)

vidIQ and TubeBuddy tell you how to optimise your own videos — keywords, tags, titles, thumbnails. Rundown tells you what your niche is saying — which topics are heating up, who's converging on the same idea, who disagrees, and what nobody's covered yet. They help you package the video; we help you decide what video to make. They're complementary, not competitors.

A niche is simply the set of channels that define your space — your competitors, the big accounts you benchmark against, and the adjacent creators worth watching. Most creators land on 10–30 channels. Add them by URL or @handle and Rundown treats them as one unit: one feed, one brief, one searchable memory.

Yes — that's the point. Paste any channel's URL or @handle and Rundown starts covering it, whether or not you follow it on YouTube. Competitor tracking is the headline feature, not an afterthought. We only ever request youtube.readonly access, and adding a channel needs nothing more than its public URL.

Browser extensions like Eightify, Glasp, and Recall summarise one video at a time, on demand, while you're watching. Rundown monitors all your subscribed channels automatically, summarises new uploads as they go live, and delivers everything in one daily email. There's no extension to install and no per-video clicking. Every summary is also permanently archived and searchable, so your knowledge compounds instead of disappearing after one watch.

Rundown has a free tier with 15 summaries per month, unlimited channels, and the searchable library. No credit card required. Plus is $7.99/month (or $3.99/month billed annually — $47.99/year) for 150 summaries with the daily digest email. Max is $15.99/month (or $7.99/month billed annually — $95.99/year) for 500 summaries with priority processing. A dedicated Creator plan (starting from $29/month, adjusted to your needs) is coming soon — it adds Recall, an AI agent that investigates across everything your niche has published, on top of competitor tracking and the niche brief. Join the waitlist.

We use state-of-the-art large language models to analyse the underlying content and produce structured summaries. The output includes a concise overview, key points, timestamps where they apply, and a recommendation on whether it's relevant to you.

Not at all. Rundown helps you preview what's in any piece of content so you can decide what to engage with and jump straight to the most relevant parts. Think of it as a table of contents for everything you follow. It makes the time you do spend more intentional, not less.

Today Rundown summarises YouTube uploads. Podcasts, newsletters, and audiobooks are on the roadmap, the goal is one searchable library of summaries from every source you trust, regardless of medium.

CONTACT US

Got questions?

For general questions about Rundown, drop us a line at hello@getrundown.xyz. We read everything.

Know your niche before everyone else

Start free. 15 summaries/month, no credit card, cancel anytime.

Track my niche →