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Top 10 GitHub repos for daily / weekly / monthly / all-time — with hands-on OpsAI analysis of each.

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Daily Top 10

Updated: Jul 14, 2026, 01:19 AM UTC UTC

  1. #1

    withmarbleapp/os-taxonomy

    JavaScript 2,920 stars 520 forks
    OpsAI Take
    No description, no topics — likely a launch stub. Wait for documentation before evaluating.
  2. #2

    Robbyant/lingbot-world-v2

    Python 1,032 stars 60 forks

    Infinite Worlds with Versatile Interactions

    OpsAI Take
    World-model research code for 'infinite worlds with versatile interactions' — interesting as a research artifact but not a production SRE tool. Robbyant has three lingbot repos on the daily board (world-v2, video, vla-v2); treat as a research cluster worth tracking for trends in world-model and embodied-AI training infrastructure.
  3. #3

    x4gKing/3x-ui-Upgrade

    HTML 956 stars 1,967 forks
    OpsAI Take
    Same x4gKing account that owns the structurally suspicious X4G (fork:star 1.94 with no description) — this entry has fork:star 2.08:1 (890 stars / 1850 forks) and zero metadata, treat as inorganic until proven otherwise. Don't deploy against production X-UI panels from this fork.
  4. #4

    vinhhien112/Three.js-Object-Sculptor-Codex-Plugin

    Python 854 stars 102 forks

    Codex plugin that turns attached object images into code-only, animation-ready procedural Three.js models.

    OpsAI Take
    Codex plugin that turns object images into procedural Three.js models — creative-pipeline tool, not DevOps. Pattern (image-to-3D-asset via coding agent) is interesting for teams exploring agentic creative work; not relevant to day-job SRE.
  5. #5

    Robbyant/lingbot-video

    Python 758 stars 29 forks

    Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence

    OpsAI Take
    Scaling Mixture-of-Experts video pretraining for embodied intelligence — research code release from Robbyant, not an ops tool. Pattern (MoE-for-video-pretraining) is worth tracking as it matures; for ops purposes, wait for a stable inference endpoint.
  6. #6

    mereyabdenbekuly-ctrl/clodex-ide

    TypeScript 696 stars 148 forks

    Local-first, zero-trust agentic IDE for verifiable autonomous software development.

    OpsAI Take
    Electron-based 'local-first, zero-trust agentic IDE' for verifiable autonomous development — the 'verifiable' and 'zero-trust' framing is marketing-heavy for a 600-star repo with no public security model. Worth a closer look once it lands a real audit trail and reproducible run manifest.
  7. #7

    littledivy/mimic

    Python 681 stars 21 forks

    Intercept any app, then call it from Python like a library

    OpsAI Take
    Python library that intercepts any running app's process and exposes it as a Python-callable function — useful as a quick interop escape hatch (e.g. drive a CLI tool from a Python pipeline or hook a GUI app for testing), and the 0.03 fork:star ratio (21 forks / 681 stars) is the healthiest signal on today's board. The same universal-IPC surface is what attackers use to hijack GUI apps, so the supply-chain story depends on locked-down packaging and a process-allowlist story before you let it run in CI.
  8. #8

    MDX-Tom/gpt-5.6-instruct

    Python 669 stars 157 forks

    A Codex CLI jailbreak prompt and test pack for gpt-5.6-sol. 针对 gpt-5.6 系列的 Codex CLI 破甲提示词与测试包。

    OpsAI Take
    Red-team / jailbreak prompt pack for Codex CLI against the gpt-5.6 family — useful as a reproducible adversary for blue-team detection-engineering coverage on Codex-style coding agents, not a deployment artifact. The 0.23 fork:star ratio (157 forks / 669 stars) is a healthy signal that the security-research community is using it as a shared test corpus; track the version pinning, gpt-5.6 numbers move fast.
  9. #9

    William-Lu-stack/LuxyAI

    Python 547 stars 70 forks

    AgenticOps for Kubernetes and cloud infrastructure.

    OpsAI Take
    LuxyAI's 'AgenticOps for Kubernetes and cloud infrastructure' is the most ops-aligned entry on today's daily board — fork:star ratio 0.13 (70 forks / 547 stars) is the cleanest adoption signal we've seen in a week. If the agent actually drives kubectl / drift-detection / remediation loops with auditable actions, this is the K8s-incident-response angle the homerail / omnigent / shadcn-improve cluster has been hinting at; spot-check the audit-trail format and the action-allowlist scope before wiring it into a prod cluster.
  10. #10

    cosmtrek/mindwalk

    Go 488 stars 26 forks

    A visualization tool that replays coding-agent sessions on a 3D map of your codebase.

    OpsAI Take
    Go-based 3D-map visualization that replays coding-agent sessions against the actual codebase graph — useful for debugging an agent's exploration path post-hoc (where did it look, what did it skip, which files were never opened), not for real-time ops. The 'agent-session-replay against repo graph' pattern is the next observability step for multi-agent harnesses; treat it as a debug tool today, infrastructure-of-record once it lands a persistence and diff story.

Weekly Top 10

Updated: Jul 14, 2026, 01:19 AM UTC UTC

  1. #1

    baidu/Unlimited-OCR

    Python 14.2k stars 1,193 forks

    Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.

    OpsAI Take
    Long-horizon OCR pipeline from Baidu — useful for digitizing old runbooks and PDF incident reports. Could plug into RAG pipelines for ops knowledge bases.
  2. #2

    langchain-ai/openwiki

    TypeScript 10.9k stars 745 forks

    OpenWiki is a CLI that writes and maintains agent documentation for your codebase.

    OpsAI Take
    LangChain CLI that writes and maintains agent documentation for your codebase. Worth a look if your internal docs rot faster than code — same docs-as-code discipline, but driven by an agent.
  3. #3

    JustVugg/colibri

    C 9,831 stars 780 forks

    Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

    OpsAI Take
    Claims to run GLM-5.2 (744B MoE) on a 25GB-RAM machine via pure C + on-disk expert streaming — the architecture is plausible (MoE expert offloading is a known pattern from llama.cpp / Mixtral era) but the 25GB bar for 744B is bold enough that you'll want to spot-check memory peaks and disk-trash before trusting it. Watch the design doc to see if the quantization scheme is disclosed.
  4. #4

    deepseek-ai/DeepSpec

    Python 6,616 stars 592 forks

    DeepSpec: a full-stack codebase for training and evaluating speculative decoding algorithms

    OpsAI Take
    Reference implementation for speculative decoding — the inference technique that lets a small model draft tokens and a big one verify. Directly useful for SREs running high-throughput LLM serving in production.
  5. #5

    x4gKing/X4G

    Python 5,040 stars 9,407 forks
    OpsAI Take
    No description, no topics, no analysis slot, fork:star ratio 1.88:1 (4852 stars / 9125 forks) — structurally suspicious, top-of-weekly with zero metadata is a red flag for inorganic growth. Wait for a README + first issues before touching.
  6. #6

    elder-plinius/T3MP3ST

    TypeScript 4,635 stars 980 forks

    autonomous red teaming platform; multi-agent offensive-security meta-harness

    OpsAI Take
    Autonomous red-team platform built as a multi-agent meta-harness — relevant for blue teams who want a reproducible adversary to test detection coverage against. Worth tracking, not deploying against production without scoping.
  7. #7

    zhongerxin/Cowart

    JavaScript 4,500 stars 342 forks
    OpsAI Take
    No description, no topics — likely a launch stub. Wait for documentation before evaluating.
  8. #8

    Yu9191/wloc

    JavaScript 4,450 stars 828 forks

    修改 Apple 网络定位（gs-loc）返回坐标 · 支持 Surge / Quantumult X / Loon / Stash · 快捷指令一键设置/恢复定位

    OpsAI Take
    Chinese-language Surge / Quantumult X / Loon / Stash module for spoofing Apple network-location (gs-loc) — niche consumer / QA tool, not DevOps. Could be useful for app geo-compliance testing in a managed-device lab.
  9. #9

    bikini/exploitarium

    Python 3,902 stars 1,121 forks

    A single archive of public exploit PoCs and vulnerability research writeups. At the time I post these, none have been reported. Feel free to report them yourself and take credit for the CVE if handed out lulz. Please do not abuse these. I do this so to allure people into the field, and I've always found this is the most efficient way.

    OpsAI Take
    Single archive of public exploit PoCs and vulnerability writeups. Useful as a one-stop reference for blue teams and detection-engineering work, though the README's tone ('lulz', 'allure people') signals it's a personal collection, not a curated corpus.
  10. #10

    baairon/torlink

    TypeScript 3,551 stars 234 forks

    A sleek, zero-setup torrent finder and downloader that lives right in your terminal.

    OpsAI Take
    Zero-config terminal torrent client — handy for grabbing ISOs or container images in air-gapped environments, but a niche pick for our audience.

Monthly Top 10

Updated: Jul 14, 2026, 01:19 AM UTC UTC

  1. #1

    openclaw/openclaw

    TypeScript 382.8k stars 80.3k forks

    Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

    OpsAI Take
    Open-source personal AI assistant (lobster mascot, 'own your data' pitch) — interesting alternative to ChatGPT if data sovereignty matters for your ops workflows. Big star count suggests strong early traction.
  2. #2

    obra/superpowers

    Shell 253.9k stars 22.7k forks

    An agentic skills framework & software development methodology that works.

    OpsAI Take
    Agentic skills framework and SDLC methodology — opinionated, works alongside Claude Code. Worth reading if you build AI-driven ops processes.
  3. #3

    affaan-m/ECC

    JavaScript 229.3k stars 35.1k forks

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    OpsAI Take
    Performance optimization system for agent harnesses — skills + memory + security layered on top of Claude Code. Marketing-y name but the underlying ideas are sound.
  4. #4

    NousResearch/hermes-agent

    Python 214.3k stars 39.8k forks

    The agent that grows with you

    OpsAI Take
    Self-improving AI agent from Nous Research — research-grade, not production-ready. Track for the eventual 1.0.
  5. #5

    ultraworkers/claw-code

    Rust 194.8k stars 109.7k forks

    An agent-managed museum exhibit, built in Rust with Gajae-Code / LazyCodex — developed and maintained with no human intervention.

    OpsAI Take
    Agent-managed museum exhibit built in Rust — interesting 'no human intervention' demo but no practical ops value today.
  6. #6

    multica-ai/andrej-karpathy-skills

    Unknown 191.6k stars 19.7k forks

    A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

    OpsAI Take
    Single CLAUDE.md distilling Karpathy's LLM-coding observations — Karpathy's instincts are sharp, and this is a free, focused skill worth adding to your Claude Code setup.
  7. #7

    mattpocock/skills

    Shell 168.4k stars 14.5k forks

    Skills for Real Engineers. Straight from my .claude directory.

    OpsAI Take
    Matt Pocock's personal skills library for Claude Code — high-quality curated set from a respected TypeScript educator.
  8. #8

    anthropics/skills

    Python 160.9k stars 19.0k forks

    Public repository for Agent Skills

    OpsAI Take
    Anthropic's official public Agent Skills repo — the canonical reference for the skills format. If you build skills, read this.
  9. #9

    msitarzewski/agency-agents

    Shell 131.1k stars 21.5k forks

    A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

    OpsAI Take
    Big collection of role-specific AI agent personas (frontend wizard, Reddit ninja, etc.) — gimmicky but useful as inspiration for structuring agent teams.
  10. #10

    garrytan/gstack

    TypeScript 121.7k stars 18.2k forks

    Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

    OpsAI Take
    Garry Tan's opinionated 23-tool Claude Code setup covering CEO, Designer, EM, Release Manager roles — ambitious, watch for stability.

Total Top 10

Updated: Jul 14, 2026, 01:19 AM UTC UTC

  1. #1

    codecrafters-io/build-your-own-x

    Markdown 524.9k stars 49.6k forks

    Master programming by recreating your favorite technologies from scratch.

    OpsAI Take
    The classic 'build X from scratch' curriculum — every senior SRE has worked through some of these. The original trendsetter.
  2. #2

    sindresorhus/awesome

    Unknown 484.6k stars 35.8k forks

    😎 Awesome lists about all kinds of interesting topics

    OpsAI Take
    The canonical awesome-list meta-list — a pointer to everything. SRE-flavored: check out the DevOps and SRE lists inside.
  3. #3

    freeCodeCamp/freeCodeCamp

    TypeScript 451.7k stars 45.6k forks

    freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.

    OpsAI Take
    freeCodeCamp's open curriculum — covers basics well. Less directly useful for mid/senior SREs but great for junior engineers on your team.
  4. #4

    public-apis/public-apis

    Python 449.7k stars 49.4k forks

    A collective list of free APIs

    OpsAI Take
    Directory of free public APIs — bookmark for prototyping and incident response simulations.
  5. #5

    EbookFoundation/free-programming-books

    Python 392.0k stars 66.5k forks

    :books: Freely available programming books

    OpsAI Take
    Massive free programming book index — fallback reading for any SRE looking to deepen fundamentals.
  6. #6

    openclaw/openclaw

    TypeScript 382.8k stars 80.3k forks

    Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

    OpsAI Take
    Open-source personal AI assistant (lobster mascot, 'own your data' pitch) — interesting alternative to ChatGPT if data sovereignty matters for your ops workflows. Big star count suggests strong early traction.
  7. #7

    nilbuild/developer-roadmap

    TypeScript 360.8k stars 44.5k forks

    Interactive roadmaps, guides and other educational content to help developers grow in their careers.

    OpsAI Take
    Interactive career roadmaps for devs — bookmark the DevOps and Backend tracks for junior engineers you mentor.
  8. #8

    donnemartin/system-design-primer

    Python 357.5k stars 57.2k forks

    Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

    OpsAI Take
    The classic system-design interview prep repo — also genuinely useful for designing your own large-scale systems before building them.
  9. #9

    jwasham/coding-interview-university

    Unknown 356.1k stars 84.3k forks

    A complete computer science study plan to become a software engineer.

    OpsAI Take
    Multi-month CS study plan — heavy on algorithms. Use for new-grad hires prepping for SRE interviews.
  10. #10

    vinta/awesome-python

    Python 308.0k stars 28.3k forks

    An opinionated list of Python frameworks, libraries, tools, and resources

    OpsAI Take
    Curated Python ecosystem list — the SRE-flavored sections (CLI tools, networking, devops) are solid.

Data sources: GitHub Search API (top repos by stars, filtered by creation window). Refreshed daily via automation. The "AI / Agent / Skill" tab uses keyword + GitHub-topic matching to surface LLM, agent, RAG, and AI-coding projects.

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