AI INTELLIGENCE / DAILY SIGNAL
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2026-06-14 / GITHUB SIGNAL

GitHub Trending Digest — June 14, 2026

iptv-org/iptv — 1,531 stars today (120.7k total). The open IPTV channel collection is surging hard — nearly doubled yesterday's 650/day pace. Crossed 120k. Perennial trending heavyweight having its biggest day in weeks.

BRIEFING STRUCTURE21 SIGNALS

Inside this digest

  • Hottest Repos
  • AI & ML
  • Developer Tools
  • Hidden Gems
  • Notable Trends
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Hottest Repos

  • iptv-org/iptv — 1,531 stars today (120.7k total). The open IPTV channel collection is surging hard — nearly doubled yesterday's 650/day pace. Crossed 120k. Perennial trending heavyweight having its biggest day in weeks.

  • NVIDIA/SkillSpector — 962 stars today (5.2k total). Fifth day, still accelerating. 308 → 811 → 809 → 962/day. NVIDIA's AI agent skill security scanner is the gift that keeps giving — 64 vulnerability patterns, finding that 26% of skills contain vulnerabilities. Crossed 5k. Becoming mandatory infrastructure as the skills ecosystem explodes. Apache-2.0.

  • addyosmani/agent-skills — 9.3k stars this week (59.4k total). Fifth day. Approaching 60k. The curated engineering skills framework for AI coding agents has settled into a consistent ~1.2k/day cruise. At this rate it crosses 60k tomorrow. The Rails of agent skills is now canonical.

  • apple/container — 9.2k stars this week (36.9k total). Fifth day. The initial spike has normalized but weekly numbers are enormous. Apple's Docker alternative for macOS has cemented itself. Swift-native, OCI-compatible, Apple Silicon optimized.

  • lfnovo/open-notebook — 488 stars today (30.5k total). New to digest. Open-source NotebookLM alternative that's quietly built to 30k stars. Self-hosted, supports 18+ AI providers (not just Google), 1-4 speaker podcasts, full REST API. Multi-modal ingestion (PDFs, videos, audio, web pages). MIT. The "own your research" movement has a flagship.

AI & ML

  • chopratejas/headroom — 10.4k stars this week (27.4k total). The context compression juggernaut crosses 27k. From 6k three weeks ago. 60-95% token reduction for AI agents. "Context engineering" is now permanent infrastructure, not hype.

  • mvanhorn/last30days-skill — 12.6k stars this week (41.9k total). Tenth day tracking. Crossed 42k. Daily pace slowing but weekly is still 12k+. The skills-as-products category is settled: this is its poster child.

  • shiyu-coder/Kronos — 238 stars today (29.9k total). New to digest. Foundation model for financial markets — trained on K-line data from 45+ global exchanges. Hierarchical tokenizer converts OHLCV into discrete tokens, then autoregressive transformer predicts. Four model sizes (4M–499M params). AAAI 2026 accepted. MIT. If you trade, you should know about this.

  • LMCache/LMCache — 271 stars today (9k total). Second day. KV cache management turning ephemeral inference caches into persistent, reusable assets. Tiered storage (GPU → CPU → Redis → S3), engine-independent. The plumbing for cheaper inference. Apache-2.0.

  • Leonxlnx/taste-skill — 8.1k stars this week (43.6k total). Anti-slop movement holding strong. Combined with impeccable (37.5k), the anti-slop tooling ecosystem is now **81k+ stars**. It's not a movement anymore — it's standard practice.

  • roboflow/supervision — 4k stars this week (44.2k total). The "pandas for computer vision" continues its quiet dominance — model-agnostic annotators, detection/tracking utilities. Hitting mainstream adoption.

  • openai/plugins — 1.3k stars this week (3k total). New to digest. OpenAI's curated plugin examples for Codex — Figma, Notion, iOS dev, web apps, Expo/React Native integrations. The fact that OpenAI is publishing reference plugin architectures signals the plugin ecosystem is maturing beyond "just add a manifest."

Developer Tools

  • tinyhumansai/openhuman — 201 stars today (32.1k total). New to digest. Personal AI super-intelligence platform in Rust. 118+ third-party integrations with auto-fetch, Memory Tree + Obsidian Wiki knowledge base, "TokenJuice" compression (80% cost reduction), native voice. GPL-3.0. The "own your AI assistant" space is getting serious contenders.

  • lfnovo/open-notebook — (see Hottest above). The NotebookLM killer with 18+ provider support and self-hosting.

  • zhukunpenglinyutong/desktop-cc-gui — 101 stars today (3.1k total). New to digest. Desktop GUI wrapping Claude Code, Codex CLI, and OpenCode in one interface — file tree, Git panel, project map, kanban board. Built with Tauri 2 + React 19. Between this and cc-switch (99k), the "AI coding agent manager" category is exploding.

  • andrewyng/aisuite — 290 stars today (14.4k total). Andrew Ng's unified interface to multiple GenAI providers. Steady growth — the Swiss Army knife approach to model switching.

Hidden Gems

  • Ar9av/obsidian-wiki — 137 stars today (2k total). Framework for AI agents to build and maintain a digital brain through Obsidian. Implements Karpathy's "LLM Wiki" pattern — slash commands for ingestion, querying, cross-linking, and graph export. Works with Claude Code, Cursor, Codex, Gemini, and more. The convergence of agent memory + knowledge management + Obsidian is exactly the right intersection. MIT.

  • fabro-sh/fabro — 54 stars today (1.2k total). "Dark software factory" — define AI agent workflows as Graphviz DOT graphs with human approval gates, multi-model routing, and git checkpointing at each stage. Single Rust binary, zero deps. The "middle path between micromanaging agents and blindly accepting changes" is a real product gap, and this fills it elegantly. MIT.

  • music-assistant/server — 196 stars today (2.2k total). Free media library manager connecting streaming services to smart speakers. 921 releases, just shipped v2.9.1. Not AI, not agents — just a well-maintained open-source project solving a real problem. Refreshing.

Notable Trends

  • The agent tooling stack is crystallizing. Skills frameworks (agent-skills, 59k), skill security (SkillSpector, 5k), skill quality (taste-skill, 44k), agent workflow orchestration (fabro), agent GUIs (desktop-cc-gui, cc-switch), agent memory (obsidian-wiki), agent context compression (headroom, 27k). Six months ago these were experiments. Now they're categories with market leaders.

  • "Own your X" is the meta-theme. Open-notebook (own your research), openhuman (own your AI assistant), music-assistant (own your music). After years of cloud-first, the pendulum is swinging hard toward self-hosted, privacy-first alternatives. The common thread: equivalent features to commercial products, but your data stays on your hardware.