[
  {
    "id": "857097e13571",
    "title": "Launch HN: OneCLI (YC S26) - OSS sandboxed agent harness for teams",
    "url": "https://github.com/onecli/onecli",
    "source": "hn",
    "category": "agents",
    "importance": 3,
    "summary": "Launch HN: OneCLI (YC S26) - OSS sandboxed agent harness for teams",
    "github": "https://github.com/onecli/onecli",
    "ts": "2026-08-19T16:29:02Z"
  },
  {
    "id": "8c2d3f2c37f2",
    "title": "Mathematics in the Age of AI",
    "url": "https://arxiv.org/abs/2608.16753",
    "source": "hn",
    "category": "apps",
    "importance": 1,
    "summary": "Mathematics in the Age of AI",
    "github": null,
    "ts": "2026-08-19T15:14:25Z"
  },
  {
    "id": "5756af37c0a6",
    "title": "AI Has Plunged the Book Publishing Industry into Utter Chaos",
    "url": "https://www.wsj.com/arts-culture/books/generative-ai-book-publishing-be79a287",
    "source": "hn",
    "category": "apps",
    "importance": 1,
    "summary": "AI Has Plunged the Book Publishing Industry into Utter Chaos",
    "github": null,
    "ts": "2026-08-19T13:28:44Z"
  },
  {
    "id": "233b8b56dc91",
    "title": "ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm: Hackathon team repository for ZeroToAlgorithm - [hackindia-team:ai-first-sta",
    "url": "https://github.com/HackIndiaXYZ/ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm",
    "source": "github-trending",
    "category": "apps",
    "importance": 5,
    "summary": "ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm: Hackathon team repository for ZeroToAlgorithm - [hackindia-team:ai-first-sta",
    "github": "https://github.com/HackIndiaXYZ/ai-first-startup-hackathon-build-a-startup-using-ai-only-zerotoalgorithm",
    "ts": "2026-08-19T12:37:00Z"
  },
  {
    "id": "8e98bdc6acdb",
    "title": "LeonardSEO: GitHub profile of Leonard van Hemert - AI, Power Platform, automation, developer tools, and open-sou",
    "url": "https://github.com/LeonardSEO/LeonardSEO",
    "source": "github-trending",
    "category": "tools",
    "importance": 5,
    "summary": "LeonardSEO: GitHub profile of Leonard van Hemert - AI, Power Platform, automation, developer tools, and open-sou",
    "github": "https://github.com/LeonardSEO/LeonardSEO",
    "ts": "2026-08-19T09:11:15Z"
  },
  {
    "id": "e934459596a7",
    "title": "llm-bench: Automated LLM provider benchmarking - latency, cost, hallucination rate, and quality scoring across",
    "url": "https://github.com/Ibnu76/llm-bench",
    "source": "github-trending",
    "category": "models",
    "importance": 5,
    "summary": "llm-bench: Automated LLM provider benchmarking - latency, cost, hallucination rate, and quality scoring across",
    "github": "https://github.com/Ibnu76/llm-bench",
    "ts": "2026-08-19T08:19:12Z"
  },
  {
    "id": "c19217acf348",
    "title": "Does AI stop children from learning?",
    "url": "https://www.economist.com/graphic-detail/2026/08/18/does-ai-stop-children-from-learning",
    "source": "hn",
    "category": "apps",
    "importance": 2,
    "summary": "Does AI stop children from learning?",
    "github": null,
    "ts": "2026-08-19T06:13:31Z"
  },
  {
    "id": "56a20487b5be",
    "title": "ReaderApp: 📖 安卓本地阅读 + AI 听书 App:txt/epub/docx/md/pdf 护眼阅读,小米 MiMo TTS 多音色听书,AI 读书笔记(不剧透)| Kotlin + Jetpack Comp",
    "url": "https://github.com/ame420/ReaderApp",
    "source": "github-trending",
    "category": "audio",
    "importance": 5,
    "summary": "ReaderApp: 📖 安卓本地阅读 + AI 听书 App:txt/epub/docx/md/pdf 护眼阅读,小米 MiMo TTS 多音色听书,AI 读书笔记(不剧透)| Kotlin + Jetpack Comp",
    "github": "https://github.com/ame420/ReaderApp",
    "ts": "2026-08-19T06:11:31Z"
  },
  {
    "id": "aa2c3bc6e327",
    "title": "Eli_Felse_News: News module for Eli Felse and harness for AI to read trending news articles",
    "url": "https://github.com/ella0333/Eli_Felse_News",
    "source": "github-trending",
    "category": "apps",
    "importance": 7,
    "summary": "Eli_Felse_News: News module for Eli Felse and harness for AI to read trending news articles",
    "github": "https://github.com/ella0333/Eli_Felse_News",
    "ts": "2026-08-19T02:27:21Z"
  },
  {
    "id": "02a6b44ec478",
    "title": "GestureShot-Pro: Gesture-controlled screenshot tool with AI-powered hand tracking",
    "url": "https://github.com/miraasif-official/GestureShot-Pro",
    "source": "github-trending",
    "category": "tools",
    "importance": 5,
    "summary": "GestureShot-Pro: Gesture-controlled screenshot tool with AI-powered hand tracking",
    "github": "https://github.com/miraasif-official/GestureShot-Pro",
    "ts": "2026-08-19T02:18:25Z"
  },
  {
    "id": "bebf8d58dd8e",
    "title": "AI usage patterns in software teams",
    "url": "https://linear.app/data",
    "source": "hn",
    "category": "apps",
    "importance": 10,
    "summary": "AI usage patterns in software teams",
    "github": null,
    "ts": "2026-08-18T22:08:07Z"
  },
  {
    "id": "f7588ba53dd6",
    "title": "Norway should buy OpenAI",
    "url": "https://www.onethousandmeans.com/p/norway-should-buy-openai",
    "source": "hn",
    "category": "apps",
    "importance": 10,
    "summary": "Norway should buy OpenAI",
    "github": null,
    "ts": "2026-08-18T19:30:29Z"
  },
  {
    "id": "a044c033df96",
    "title": "Claude Code May-August 2026 weekly limits promotion",
    "url": "https://support.claude.com/en/articles/15910845-claude-code-may-august-2026-weekly-limits-promotion",
    "source": "hn",
    "category": "claude-code",
    "importance": 10,
    "summary": "Claude Code May-August 2026 weekly limits promotion",
    "github": null,
    "ts": "2026-08-18T17:02:15Z"
  },
  {
    "id": "7bdcb3bbed05",
    "title": "Claude writing a macOS driver for my obscure HP printer built only for Windows",
    "url": "https://twitter.com/kuberwastaken/status/2089377982536388964",
    "source": "hn",
    "category": "claude-code",
    "importance": 10,
    "summary": "Claude writing a macOS driver for my obscure HP printer built only for Windows",
    "github": null,
    "ts": "2026-08-18T12:22:58Z"
  },
  {
    "id": "8d0e4d0af595",
    "title": "Activation Energy is a good model for a lot of things",
    "url": "https://homosabiens.substack.com/p/activation-energy-is-a-good-model",
    "source": "hn",
    "category": "apps",
    "importance": 10,
    "summary": "Activation Energy is a good model for a lot of things",
    "github": null,
    "ts": "2026-08-14T15:40:16Z"
  },
  {
    "title": "Spent 12 years as a PM watching the wrong things get built. turned tha",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/TexasBedouin/vibe-check",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1u4xbxi/spent_12_years_as_a_pm_watching_the_wrong_things/",
    "ts": "2026-06-15T12:00:00Z",
    "summary": "A PM with 12 years of 0-to-1 product experience built `vibe-check`, a free MIT-licensed Claude skill that forces proper product discovery *before* any code is written. It runs you through problem validation (with Redd...",
    "id": "seed-2026-06-15-65",
    "importance": 6
  },
  {
    "title": "I gave Claude Code a \"lazy senior dev\" mode and it writes like 6x less",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/DietrichGebert/ponytail",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1u3jlo0/i_gave_claude_code_a_lazy_senior_dev_mode_and_it/",
    "ts": "2026-06-14T12:00:00Z",
    "summary": "Ponytail is a CC plugin (AGENTS.md + slash commands) enforcing a \"lazy senior dev\" decision ladder before any code: does it need to exist? stdlib? platform native? one-liner? Only then write minimum code. Benchmarked:...",
    "id": "seed-2026-06-14-63",
    "importance": 7
  },
  {
    "title": "PORTUS - Mission control for multiple AI agent CLI sessions",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/adospace/portus",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1u3vxci/portus_mission_control_for_multiple_ai_agent_cli/",
    "ts": "2026-06-14T12:00:00Z",
    "summary": "Terminal dashboard that runs multiple AI agent CLI sessions (Claude Code, Codex, npm) in a single 3-pane window. Solves window-switching chaos. Shows context window %, session timing, git branch per pane, global persi...",
    "id": "seed-2026-06-14-64",
    "importance": 7
  },
  {
    "title": "The reason your 5-hour window evaporates in minutes: Claude rewrites i",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/anthropics/claude-code/issues/68140",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1u4gct9/the_reason_your_5hour_window_evaporates_in/",
    "ts": "2026-06-13T12:00:00Z",
    "summary": "TodoWrite injects a `todo_reminder` block near the FRONT of the conversation. Every checkbox update re-stamps that block, busting the prompt cache after the system prompt - forcing a full context rewrite (800k-900k to...",
    "id": "seed-2026-06-13-62",
    "importance": 5
  },
  {
    "title": "If you are building your Brand... these Claude skills might save you s",
    "category": "claude-code",
    "source": "reddit-ClaudeDesign",
    "github": "https://github.com/arnabbagxd/Brand-building-skills",
    "url": "https://www.reddit.com/r/ClaudeDesign/comments/1u3oeew/if_you_are_building_your_brand_these_claude/",
    "ts": "2026-06-12T12:00:00Z",
    "summary": "Design agency founder turned their repeated Claude prompts into 30 reusable skill markdown files covering the full brand-building process: strategy, naming, identity, voice, messaging, positioning, competitive mapping...",
    "id": "seed-2026-06-12-61",
    "importance": 6
  },
  {
    "title": "Loop Engineering: The Missing Layer Between Prompts and Autonomous Sys",
    "category": "agents",
    "source": "reddit-clawdbot",
    "github": "https://github.com/AyobamiH/openclaw-operator",
    "url": "https://www.reddit.com/r/clawdbot/comments/1u0zpbn/loop_engineering_the_missing_layer_between/",
    "ts": "2026-06-09T12:00:00Z",
    "summary": "Prompt Engineering = \"what do I tell the agent?\" Loop Engineering = \"what should happen next, discovered by the system itself.\" The bottleneck in most agent projects isn't the model - it's that the system has no mecha...",
    "id": "seed-2026-06-09-59",
    "importance": 5
  },
  {
    "title": "How to Turn Claude Into a Full Team of Office Workers. One Repo Does A",
    "category": "claude-code",
    "source": "reddit-AIDigitalServices",
    "github": "https://github.com/anthropics/knowledge-work-plugins",
    "url": "https://www.reddit.com/r/AIDigitalServices/comments/1u1byfn/how_to_turn_claude_into_a_full_team_of_office/",
    "ts": "2026-06-09T12:00:00Z",
    "summary": "Claims Anthropic open-sourced `anthropics/knowledge-work-plugins` for Claude Cowork - role-based plugins (sales, marketing, finance, legal, data) with skills/commands/connectors. Commenter flagged: the org is \"anthrop...",
    "id": "seed-2026-06-09-60",
    "importance": 7
  },
  {
    "title": "Collection of Souls!",
    "category": "agents",
    "source": "reddit-hermesagent",
    "github": "https://github.com/madhvantyagi/SOUL.md/tree/main",
    "url": "https://www.reddit.com/r/hermesagent/comments/1tya0e8/collection_of_souls/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Community repo of SOUL.md persona files for steering LLM/agent behavior via prompt alone. Author researched persona stability using Trait-8000 paper (8 behavioral dims) and Weak-to-Strong Jailbreaking paper, finding c...",
    "id": "seed-2026-06-07-52",
    "importance": 5
  },
  {
    "title": "All Italian legislation, free, on GitHub in Markdown",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/ahmeabd/italia-corpushttps://github.com/ahmeabd/italia-corpus",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tynip7/all_italian_legislation_free_on_github_in_markdown/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Repo github.com/ahmeabd/italia-corpus contains all Italian legislation in clean Markdown. A git clone gives Claude Code (or any LLM) instant access to the full corpus. Most valuable feature: every legislative update i...",
    "id": "seed-2026-06-07-54",
    "importance": 6
  },
  {
    "title": "Why Does Hermes Use So Many More Tokens Than Claude Code?",
    "category": "claude-code",
    "source": "reddit-hermesagent",
    "github": "https://github.com/safishamsi/graphify",
    "url": "https://www.reddit.com/r/hermesagent/comments/1ty93nq/why_does_hermes_use_so_many_more_tokens_than/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Hermes counts the full payload per request (system prompt + all tool JSON schemas + memory + skill files + history) while CC only counts the message body. A bare \"hello\" hits 10-20K tokens because the system+tools bas...",
    "id": "seed-2026-06-07-55",
    "importance": 6
  },
  {
    "title": "Using Claude to scrape Reddit posts",
    "category": "claude-code",
    "source": "reddit-ClaudeCowork",
    "github": "https://github.com/browser-use/browser-harness",
    "url": "https://www.reddit.com/r/ClaudeCowork/comments/1ty5p00/using_claude_to_scrape_reddit_posts/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Claude is blocked from direct Reddit scraping (legal dispute + anti-bot). Community found 3 clean workarounds: (1) Reddit's public JSON API - free, no auth for public subs, returns 100 posts as structured JSON; (2) ol...",
    "id": "seed-2026-06-07-56",
    "importance": 5
  },
  {
    "title": "Free Claude skill to audit Meta Ads accounts end-to-end",
    "category": "claude-code",
    "source": "reddit-ClaudeCowork",
    "github": "https://github.com/twominutereports/marketing-skills/blob/main/ppc/meta-ads-audit/skill.md",
    "url": "https://www.reddit.com/r/ClaudeCowork/comments/1tpy6t8/free_claude_skill_to_audit_meta_ads_accounts/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Free Claude Cowork skill (not CC) that audits Meta Ads end-to-end using live data via Two Minute Reports MCP. Read-only - pulls 9 data layers (campaigns, ad sets, creative, placements, device, geo, dayparting, funnel ...",
    "id": "seed-2026-06-07-57",
    "importance": 6
  },
  {
    "title": "Made a skill to let Claude validate changes in a real browser with scr",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/wizenheimer/canary",
    "url": "https://www.reddit.com/r/claudeskills/comments/1tzkdw8/made_a_skill_to_let_claude_validate_changes_in_a/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "A Claude Code skill called Canary that closes the loop on UI validation. Instead of manually checking if a fix worked, Claude reads the code diff, identifies affected UI flows, and runs them in a real browser - leavin...",
    "id": "seed-2026-06-07-58",
    "importance": 6
  },
  {
    "title": "My open source local multi agent harness went from 0 to 350 stars in o",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/chaitanyagiri/munder-difflin",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1tyazl4/my_open_source_local_multi_agent_harness_went/",
    "ts": "2026-06-07T12:00:00Z",
    "summary": "Munder Difflin orchestrates existing Claude Code terminals as an \"office\" of agents (The Office theme). GOD agent \"Michael\" runs hourly standups, agents share a MemPalace memory layer. Survives the June 15 billing cha...",
    "id": "seed-2026-06-07-53",
    "importance": 5
  },
  {
    "title": "r/hermesagent share link",
    "category": "agents",
    "source": "reddit-hermesagent",
    "github": "https://github.com/NousResearch/hermes-agent",
    "url": "https://www.reddit.com/r/hermesagent/s/2sKWhNlf6n",
    "ts": "2026-06-04T12:00:00Z",
    "summary": "Hermes Agent is an open-source autonomous AI agent by Nous Research (Feb 2026). Self-hosted, model-agnostic, persistent memory with a learning loop that builds reusable skills from experience. Architecture very simila...",
    "id": "seed-2026-06-04-50",
    "importance": 7
  },
  {
    "title": "Claude Box",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/jacobcapper/claudeboxhttps://github.com/oauramos/claude-usage-stick",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1twfpjy/claude_box/",
    "ts": "2026-06-04T12:00:00Z",
    "summary": "Built a physical device that shows Claude Code token/usage stats in real time on a GeekMagic Small TV Ultra - a tiny $8 esp8266 + ST7789 screen. Ported and rebuilt from an existing M5StickC Plus project by u/Mechanica...",
    "id": "seed-2026-06-04-51",
    "importance": 5
  },
  {
    "title": "Developing with Claude Code feels slow, frustrating and mentally exhau",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/mattpocock/skills",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1tvz3mi/",
    "ts": "2026-06-04T12:00:00Z",
    "summary": "Data scientist new to AI-first company finds CC slow and mentally draining. Top community response: vanilla setup = bad results - you need CLAUDE.md, skills, hooks, and memory configured. Heavy users who get productiv...",
    "id": "seed-2026-06-04-49",
    "importance": 6
  },
  {
    "title": "Akshay - Surya OCR <1B params, 91 languages, 5 pages/s on RTX 5090",
    "category": "research",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/datalab-to/surya",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1tso8u1/akshay_1b_params_supports_91_languages_5_pagess/",
    "ts": "2026-06-02T12:00:00Z",
    "summary": "Surya is an open-source document intelligence model under 1B parameters that handles OCR, layout analysis, and table extraction in one toolkit. It scores 83.3% on the olmocr benchmark - best-in-class under 3B params -...",
    "id": "seed-2026-06-02-48",
    "importance": 7
  },
  {
    "title": "Turn any GitHub repository into an interactive code graph in seconds a",
    "category": "agents",
    "source": "reddit-Agentic_AI_For_Devs",
    "github": "https://github.com/CodeGraphContext/CodeGraphContext",
    "url": "https://www.reddit.com/r/Agentic_AI_For_Devs/comments/1tpenrv/",
    "ts": "2026-05-29T12:00:00Z",
    "summary": "CodeGraphContext (CGC) converts any GitHub repo into a graph database and exposes it as an MCP server. Unlike standard RAG (which dumps flat chunks), Graph RAG preserves code relationships - dependencies, architecture...",
    "id": "seed-2026-05-29-47",
    "importance": 5
  },
  {
    "title": "I gave my AI agents email instead of better reasoning. They started fi",
    "category": "claude-code",
    "source": "reddit-simpleAIFinds",
    "github": "https://github.com/AIOSAI/AIPass",
    "url": "https://www.reddit.com/r/simpleAIFinds/comments/1tpnwdr/",
    "ts": "2026-05-28T12:00:00Z",
    "summary": "Author runs 13 Claude Code agents on one filesystem, each a domain specialist with identity loaded via hooks. After building a mail system (inbox file per agent, sender/recipient/subject/body), the first emergent beha...",
    "id": "seed-2026-05-28-46",
    "importance": 5
  },
  {
    "title": "QMind v2.0 - Quantum-Inspired AI Reasoning System (MIT License, Python",
    "category": "audio",
    "source": "reddit-OpenSourceeAI",
    "github": "https://github.com/Neo-Unknown/QMind-Project-Folder.git",
    "url": "https://www.reddit.com/r/OpenSourceeAI/comments/1to7i6u/",
    "ts": "2026-05-28T12:00:00Z",
    "summary": "QMind applies quantum mechanics math (superposition, interference, wavefunction collapse) to AI reasoning on a standard CPU - no quantum hardware. Instead of one reasoning path, it explores many simultaneously; paths ...",
    "id": "seed-2026-05-28-45",
    "importance": 5
  },
  {
    "title": "Suryansh \"This is wild 🤯 Somebody finally realized AI coding agents sp",
    "category": "claude-code",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/colbymchenry/codegraph",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1tm9rs3/suryansh_this_is_wild_somebody_finally_realized/",
    "ts": "2026-05-25T12:00:00Z",
    "summary": "AI coding agents (Claude Code, Cursor, Codex CLI, etc.) waste significant tokens/time on repeated repo search - grepping, reading, re-reading just to figure out where code belongs. CodeGraph builds a local knowledge g...",
    "id": "seed-2026-05-25-44",
    "importance": 7
  },
  {
    "title": "One main Hermes profile orchestrate all your agents",
    "category": "agents",
    "source": "reddit-hermesagent",
    "github": "https://github.com/NousResearch/hermes-paperclip-adapter",
    "url": "https://www.reddit.com/r/hermesagent/comments/1ss20t0/",
    "ts": "2026-05-23T12:00:00Z",
    "summary": "Pattern for a persistent orchestrator profile that routes tasks to specialist profiles via ACP (Agent Client Protocol) over subprocess. Key advantage over `delegate_task`: persistent sessions, per-profile memory, and ...",
    "id": "seed-2026-05-23-43",
    "importance": 6
  },
  {
    "title": "Turning Kali into an AI-assisted hacking workspace",
    "category": "agents",
    "source": "reddit-Hacking_Tutorials",
    "github": "https://github.com/FrancescoStabile/numasec",
    "url": "https://www.reddit.com/r/Hacking_Tutorials/comments/1t69c4a/turning_kali_into_an_aiassisted_hacking_workspace/",
    "ts": "2026-05-16T12:00:00Z",
    "summary": "numasec is an open-source agent that wires an LLM directly into Kali Linux, giving it awareness of installed tools and full context across recon, exploitation, and OSINT phases - no more explaining context from scratc...",
    "id": "seed-2026-05-16-42",
    "importance": 7
  },
  {
    "title": "Anthropic just ripped off everyone and they still managed to make it s",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/smithersai/claude-p",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1tc832e/anthropic_just_ripped_off_everyone_and_they_still/",
    "ts": "2026-05-14T12:00:00Z",
    "summary": "Max 20x previously gave ~$5,000 effective subsidized value for SDK/claude -p. New $200 bucket is a 10× value cut. Anthropic framed it as \"giving you extra credits\" - PR spin on a downgrade. Community sentiment: switch...",
    "id": "seed-2026-05-14-41",
    "importance": 5
  },
  {
    "title": "Anthropic launches financial services",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/anthropics/financial-services",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1t9p3ho/",
    "ts": "2026-05-11T12:00:00Z",
    "summary": "Reference repo with 10 financial workflow agents (investment banking, PE, asset management, ops). Same agent definitions run via Claude Cowork plugin OR Managed Agents API - harness-neutral architecture. Key agents fo...",
    "id": "seed-2026-05-11-40",
    "importance": 5
  },
  {
    "title": "Vibe coding for 30 days, 200+ hours, 70k lines as a non-developer",
    "category": "claude-code",
    "source": "reddit-vibecoding",
    "github": "https://github.com/gitleaks/gitleakshttps://github.com/obra/superpowershttps://github.com/sandrinio/cleargatehttps://github.com/hllrm/g-team",
    "url": "https://www.reddit.com/r/vibecoding/comments/1t98ija/",
    "ts": "2026-05-11T12:00:00Z",
    "summary": "PM-ish background, built an internal tool used by 15 people daily (saves each 4-6h/week). Key: PRD-first, new session per feature, UI before backend, AI-written tests, proper CLAUDE.md, /review on every PR, multi-mode...",
    "id": "seed-2026-05-11-39",
    "importance": 6
  },
  {
    "title": "I made Claude Code aware of its own usage limits",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/InertiaUK/claude-quota-proxyhttps://github.com/ScottBull/claude-conductor",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t9ayg8/",
    "ts": "2026-05-10T12:00:00Z",
    "summary": "Anthropic returns `anthropic-ratelimit-unified-5h-utilization` and `anthropic-ratelimit-unified-7d-utilization` headers on every inference response - Claude Code uses them to render UI bars but never exposes them to t...",
    "id": "seed-2026-05-10-38",
    "importance": 5
  },
  {
    "title": "How do you get around when starting big projects in Claude Code?",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/skillsgate/skillsgate",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t7ta88/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "Developer landing a big accounting dashboard/RAG project asks how experienced Claude Code users plan large apps. Top patterns: plan exhaustively in Claude chat before touching Claude Code, generate structured docs (SP...",
    "id": "seed-2026-05-09-35",
    "importance": 6
  },
  {
    "title": "I stopped building n8n workflows by hand. This MCP changed everything.",
    "category": "claude-code",
    "source": "reddit-n8n",
    "github": "https://github.com/czlonkowski/n8n-mcp",
    "url": "https://www.reddit.com/r/n8n/comments/1t7uepl/i_stopped_building_n8n_workflows_by_hand_this_mcp/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "Open-source MCP server (n8n-MCP) that gives Claude full knowledge of 1650+ n8n nodes, operations, and real template examples. Instead of clicking through the n8n UI, you describe the workflow to Claude and it builds i...",
    "id": "seed-2026-05-09-36",
    "importance": 7
  },
  {
    "title": "OpenClaw has outgrown chat, hear me out",
    "category": "agents",
    "source": "reddit-openclaw",
    "github": "https://github.com/thesysdev/openclaw-os",
    "url": "https://www.reddit.com/r/openclaw/comments/1t8bs8v/openclaw_has_outgrown_chat_hear_me_out/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "Power user running OpenClaw for a month notices the core problem: all agent output lives in the chat thread (Telegram). Finding previous work = scrolling. Charts rebuilt slightly differently each time due to model dri...",
    "id": "seed-2026-05-09-37",
    "importance": 5
  },
  {
    "title": "I Gave Claude Its Own Radio Station - It Won't Stop Broadcasting",
    "category": "claude-code",
    "source": "reddit-PromptEngineering",
    "github": "https://github.com/keltokhy/writ-fm",
    "url": "https://www.reddit.com/r/PromptEngineering/comments/1t7kb3u/",
    "ts": "2026-05-09T12:00:00Z",
    "summary": "24/7 AI internet radio station (WRIT-FM) where Claude CLI writes every script (1,500-3,000 words), Kokoro TTS speaks it, ACE-Step generates music bumpers, and Icecast streams it publicly. 5 AI hosts with distinct pers...",
    "id": "seed-2026-05-09-34",
    "importance": 5
  },
  {
    "title": "My Claude dreams at night and remembers everything. Better than mempal",
    "category": "claude-code",
    "source": "reddit-mcp",
    "github": "https://github.com/CodeAbra/iai-mcp",
    "url": "https://www.reddit.com/r/mcp/comments/1t655mb/my_claude_dreams_at_night_and_remembers/",
    "ts": "2026-05-07T12:00:00Z",
    "summary": "u/AregNoya built iai-mcp - a local daemon running since January that captures every Claude conversation into a 3-tier memory system and feeds context back on new sessions. No explicit \"remember this\" - it learns codin...",
    "id": "seed-2026-05-07-32",
    "importance": 5
  },
  {
    "title": "I built a Claude skill that tells me if my genius idea already exists",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/iagochavarry/who-built-this-before-me",
    "url": "https://www.reddit.com/r/claudeskills/comments/1spwnpv/i_built_a_claude_skill_that_tells_me_if_my_genius/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "User built a Claude skill (`who-built-this-before-me`) that triggers on phrases like \"I want to build...\" and searches GitHub, npm, PyPI, HN threads, and docs to find prior art before wasting a weekend building someth...",
    "id": "seed-2026-05-06-29",
    "importance": 6
  },
  {
    "title": "I used Claude to build \"pin-llm-wiki\" - A skill that turns any URL int",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/ndjordjevic/pin-llm-wikihttps://github.com/ndjordjevic/agentic-ai-wikihttps://github.com/6eanut/llm-wikihttps://github.com/atomicmemory/llm-wiki-compilerhttps://github.com/54yyyu/zotero-mcp",
    "url": "https://www.reddit.com/r/claudeskills/comments/1szpukd/i_used_claude_to_build_pinllmwiki_a_skill_that/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "`pin-llm-wiki` is a Claude skill that ingests any URL (web, YouTube, GitHub) and produces structured, wikilinked, citable notes - essentially automating the Karpathy-style personal LLM wiki workflow. It includes linti...",
    "id": "seed-2026-05-06-30",
    "importance": 6
  },
  {
    "title": "Meta just released Ads MCP - this is where Facebook advertising is goi",
    "category": "claude-code",
    "source": "reddit-FacebookAds",
    "github": "https://github.com/pipeboard-co/meta-ads-mcp",
    "url": "https://www.reddit.com/r/FacebookAds/comments/1szn2mx/meta_just_released_ads_mcp_this_is_where_facebook/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "On 2026-04-29 Meta released the official Meta Ads AI Connectors in open beta - an MCP server at `mcp.facebook.com/ads` + CLI. Connect Claude or ChatGPT to any Meta ad account via OAuth in <8 minutes, then manage campa...",
    "id": "seed-2026-05-06-28",
    "importance": 7
  },
  {
    "title": "A massive Security Skill pack for Claude (29 Modules / OWASP Top 10)",
    "category": "claude-code",
    "source": "reddit-claudeskills",
    "github": "https://github.com/Netxeo/skill-file-security",
    "url": "https://www.reddit.com/r/claudeskills/comments/1t224au/a_massive_security_skill_pack_for_claude_29/",
    "ts": "2026-05-06T12:00:00Z",
    "summary": "CLI tool that injects 29 security context modules into any project covering OWASP Top 10, CWE Top 25, and ASVS Level 3 standards. Run `npx @netxeo/security-skill` → creates `.skills/security/` folder with 29 markdown ...",
    "id": "seed-2026-05-06-31",
    "importance": 6
  },
  {
    "title": "I built a free Google search MCP that actually works",
    "category": "tools",
    "source": "reddit-MCPservers",
    "github": "https://github.com/HarimxChoi/google-surf-mcp",
    "url": "https://www.reddit.com/r/MCPservers/comments/1t2eze1/i_built_a_free_google_search_mcp_that_actually/",
    "ts": "2026-05-04T12:00:00Z",
    "summary": "`google-surf-mcp` - TS/Playwright stealth MCP, no API key. 4 tools: `search`, `search_parallel`, `extract(url)`, `search_extract(query)` (search + article extraction in one call). Auto CAPTCHA recovery: Chrome opens v...",
    "id": "seed-2026-05-04-26",
    "importance": 6
  },
  {
    "title": "Twitter just dropped an official MCP server",
    "category": "tools",
    "source": "reddit-StartupMind",
    "github": "https://github.com/xdevplatform/xmcp",
    "url": "https://www.reddit.com/r/StartupMind/comments/1t3qz50/twitter_just_dropped_an_official_mcp_server/",
    "ts": "2026-05-04T12:00:00Z",
    "summary": "Official MCP server from X's developer platform org (`xdevplatform`). 150+ tools covering posts, search, DMs, user ops, bookmarks, analytics. Python/FastMCP, runs on localhost:8000/mcp. Key feature: tool allowlist - d...",
    "id": "seed-2026-05-04-25",
    "importance": 6
  },
  {
    "title": "built a plugin so my parallel Claude Code sessions can message each ot",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/innestic/claude-relay",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1t3osat/built_a_plugin_so_my_parallel_claude_code/",
    "ts": "2026-05-04T12:00:00Z",
    "summary": "\"Relay\" - MIT plugin by vildanbina. Each session runs a tiny MCP server; a hub daemon routes between them over a unix socket using Claude Code's built-in `channels` capability. Say \"ask the backend session what the us...",
    "id": "seed-2026-05-04-24",
    "importance": 5
  },
  {
    "title": "Someone just turned Claude Code into a full video production studio",
    "category": "claude-code",
    "source": "reddit-StartupMind",
    "github": "https://github.com/calesthio/OpenMontagehttps://github.com/calesthio/OpenMontage",
    "url": "https://www.reddit.com/r/StartupMind/comments/1srk1k8/someone_just_turned_claude_code_into_a_full_video/",
    "ts": "2026-04-22T12:00:00Z",
    "summary": "OpenMontage is an open-source agentic video production system built on Claude Code - 11 pipelines, 49 tools, 400+ agent skills. Zero-API-key free tier produces real animated video with TTS + royalty-free music + subti...",
    "id": "seed-2026-04-22-02",
    "importance": 7
  },
  {
    "title": "Someone just built a free video editing tool for Claude Code",
    "category": "claude-code",
    "source": "reddit-aiecosystem",
    "github": "https://github.com/browser-use/video-use",
    "url": "https://www.reddit.com/r/aiecosystem/comments/1ss0nmu/someone_just_built_a_free_video_editing_tool_for/",
    "ts": "2026-04-22T12:00:00Z",
    "summary": "video-use (by the browser-use team) takes a folder of raw footage + assets and auto-edits: cuts clips, removes filler words, adds subtitles, applies color grading/filters/animations, renders final video. No timeline, ...",
    "id": "seed-2026-04-22-01",
    "importance": 5
  },
  {
    "title": "Claude Design is Incredible...",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/AmmarSaleh50/study-dashboard",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1spxi2f/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "User shared a before/after redesign using Claude Design - fast, low-effort transformation they liked for personal use. But top comments converge on one theme: Claude Design outputs a recognizable house style (same fon...",
    "id": "seed-2026-04-20-20",
    "importance": 5
  },
  {
    "title": "I built GrayMatter: A persistent memory layer for Claude Code",
    "category": "claude-code",
    "source": "reddit-tui",
    "github": "https://github.com/angelnicolasc/graymatterhttps://github.com/angelnicolasc/graymatter",
    "url": "https://www.reddit.com/r/tui/comments/1snib22/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "GrayMatter is a single Go binary that acts as a persistent memory layer for AI agents. Uses hybrid retrieval (vector + keyword) to cut context tokens by 97%. Stores entities, people, facts as a Knowledge Graph with de...",
    "id": "seed-2026-04-20-23",
    "importance": 5
  },
  {
    "title": "Goodbye ElevenLabs… your FREE AND LOCAL replacement has arrived",
    "category": "models",
    "source": "reddit-StartupMind",
    "github": "https://github.com/jamiepine/voicebox",
    "url": "https://www.reddit.com/r/StartupMind/comments/1spy5gj/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "Voicebox is a local-first TTS app: voice clone from seconds of audio, 23 languages, 5 TTS engines, DAW-style timeline for podcast/conversation production, 100% on-device. Free alternative to ElevenLabs. Community: wor...",
    "id": "seed-2026-04-20-22",
    "importance": 5
  },
  {
    "title": "How to give Claude Code Superpowers",
    "category": "claude-code",
    "source": "reddit-BuildToShip",
    "github": "https://github.com/obra/superpowershttps://github.com/obra/superpowers",
    "url": "https://www.reddit.com/r/BuildToShip/comments/1smg9zd/",
    "ts": "2026-04-20T12:00:00Z",
    "summary": "Superpowers is a Claude Code plugin that enforces a structured development methodology: brainstorm → spec → plan → subagent execution → TDD → two-stage code review → systematic debugging. The core discipline: no code ...",
    "id": "seed-2026-04-20-21",
    "importance": 5
  },
  {
    "title": "Opus 4.7 is legendarily bad. I cannot believe this.",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/lemon07r/opencode-kimi-full/issues/2",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1so9uta/opus_47_is_legendarily_bad_i_cannot_believe_this/",
    "ts": "2026-04-18T12:00:00Z",
    "summary": "Power user burned $120 in API credits testing Opus 4.7 and found it hallucinates constantly, refuses correction even with direct evidence, and is far worse than 4.6. Root cause appears to be Junie CLI defaulting to `r...",
    "id": "seed-2026-04-18-19",
    "importance": 5
  },
  {
    "title": "10 Hours of Claude Design - My Thoughts",
    "category": "claude-code",
    "source": "reddit-ClaudeAI",
    "github": "https://github.com/pkasprzak9/design-playground",
    "url": "https://www.reddit.com/r/ClaudeAI/comments/1soqutr/10_hours_of_claude_design_my_thoughts/",
    "ts": "2026-04-18T12:00:00Z",
    "summary": "Developer with ~1yr Claude Code experience spent 10hrs with Claude Design (Anthropic's new AI design tool). Used 80% of weekly 5x plan. Key finding: Opus 4.7 for the initial/first prompt is critical (sets the foundati...",
    "id": "seed-2026-04-18-18",
    "importance": 6
  },
  {
    "title": "Opus 4.7 - my takes after 1 day of use",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/openai/codex-plugin-cc",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1sny5jl/",
    "ts": "2026-04-17T12:00:00Z",
    "summary": "Community verdict after day 1: ~20% better output for ~40% more token usage. Key upgrade: longer uninterrupted execution, better phase-following, better architecture-level reasoning. Key regression: \"GPT vibe\" - pushe...",
    "id": "seed-2026-04-17-14",
    "importance": 5
  },
  {
    "title": "Anil-matcha/Seedance-2.0-API - GitHub",
    "category": "image-video",
    "source": "reddit-unknown",
    "github": "https://github.com/Anil-matcha/Seedance-2.0-APIhttps://github.com/Anil-matcha/Seedance-2.0-APIhttps://github.com/Anil-matcha/HappyHorse-1.0-API",
    "url": "https://github.com/Anil-matcha/Seedance-2.0-API",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Python wrapper for ByteDance's Seedance 2.0 (delivered via muapi.ai). Supports text-to-video, image-to-video, video extension, character sheet generation, omni-reference (image+video+audio in one call). 2K output, 16:...",
    "id": "seed-2026-04-16-13",
    "importance": 5
  },
  {
    "title": "Seedance 2 has already been dethroned",
    "category": "research",
    "source": "reddit-Seedance_2_API",
    "github": "https://github.com/Anil-matcha/Seedance-2.0-API",
    "url": "https://www.reddit.com/r/Seedance_2_API/comments/1sgr8d5/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Alibaba's \"Happy Horse\" model (open source, expected) surpassed Seedance 2 on image-to-video leaderboard. Low-engagement post, possible promotional content (no audio support noted by commenter, community skeptical of ...",
    "id": "seed-2026-04-16-12",
    "importance": 7
  },
  {
    "title": "I asked Claude to parse 162 CC Git issues, here are 2 notables",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/anthropics/claude-code/issues/45756",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1slg1s5/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Claude analyzed every Boris Cherny (CC lead) reply across 162 CC GitHub issues. Two dominant pain classes: (1) 1M context + cache misses = surprise bills, (2) old flat-string shell parser allowed dangerous permission ...",
    "id": "seed-2026-04-16-11",
    "importance": 5
  },
  {
    "title": "AgentSeal/codeburn - GitHub",
    "category": "claude-code",
    "source": "reddit-unknown",
    "github": "https://github.com/AgentSeal/codeburnhttps://github.com/AgentSeal/codeburn",
    "url": "https://github.com/AgentSeal/codeburn",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "CLI/TUI dashboard that reads Claude Code session files from ~/.claude/projects/ directly - no wrapper, no proxy, no API keys. Shows token spend by task type, tool, model, MCP server, and project. Tracks one-shot succe...",
    "id": "seed-2026-04-16-06",
    "importance": 6
  },
  {
    "title": "Adaptive web scraping framework with anti-bot bypass",
    "category": "agents",
    "source": "reddit-tech_x",
    "github": "https://github.com/D4Vinci/Scrapling",
    "url": "https://www.reddit.com/r/tech_x/comments/1shxfck/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "Python scraping library that handles anti-bot systems (Cloudflare Turnstile) out of the box via StealthyFetcher. Adaptive parser saves element fingerprints so scrapes survive site redesigns - pass `adaptive=True` and ...",
    "id": "seed-2026-04-16-07",
    "importance": 5
  },
  {
    "title": "the new active memory plugin in v2026.4.12 is the feature everyone's b",
    "category": "agents",
    "source": "reddit-better_claw",
    "github": "https://github.com/jaylfc/taosmdhttps://github.com/wahajahmed010/openclaw-memory",
    "url": "https://www.reddit.com/r/better_claw/comments/1sl6adg/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "In the fictional \"OpenClaw\" universe, v2026.4.12 shipped an Active Memory plugin that runs a memory sub-agent before every reply - automatically pulling relevant preferences and past context without needing explicit \"...",
    "id": "seed-2026-04-16-08",
    "importance": 5
  },
  {
    "title": "Don't use Claude Code's Default System Prompt",
    "category": "claude-code",
    "source": "reddit-ClaudeCode",
    "github": "https://github.com/Piebald-AI/claude-code-system-prompts",
    "url": "https://www.reddit.com/r/ClaudeCode/comments/1slfnoq/",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "45-year veteran dev says the default CC system prompt tries to serve everyone and fails all sides. Recommends: read the extracted prompts at Piebald-AI/claude-code-system-prompts, take the best parts, build a custom o...",
    "id": "seed-2026-04-16-10",
    "importance": 5
  },
  {
    "title": "Piebald-AI/claude-code-system-prompts - GitHub",
    "category": "claude-code",
    "source": "reddit-unknown",
    "github": "https://github.com/Piebald-AI/claude-code-system-promptshttps://github.com/Piebald-AI/claude-code-system-promptshttps://github.com/Piebald-AI/tweakcc",
    "url": "https://github.com/Piebald-AI/claude-code-system-prompts",
    "ts": "2026-04-16T12:00:00Z",
    "summary": "All of Claude Code's system prompts extracted from source - updated within minutes of each new release. Covers 152 version changelog. Includes sub-agent prompts (Explore, Plan), slash command prompts (/batch, /review-...",
    "id": "seed-2026-04-16-09",
    "importance": 7
  },
  {
    "title": "Nav: Tutors charge $50/hour. Coursera $50/month. DeepTutor is free.",
    "category": "open-source",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/HKUDS/DeepTutor",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1sk3nwn/",
    "ts": "2026-04-15T12:00:00Z",
    "summary": "DeepTutor lets you upload textbooks/PDFs and creates a personal AI tutor with 10,300 GitHub stars. Positioned as free alternative to tutors/Coursera. Comments mostly skeptical - concerns about hallucinations, low-effo...",
    "id": "seed-2026-04-15-05",
    "importance": 5
  },
  {
    "title": "Jerry \"We're open sourcing ParseBench\"",
    "category": "agents",
    "source": "reddit-LovingAIAgents",
    "github": "https://github.com/run-llama/ParseBench",
    "url": "https://www.reddit.com/r/LovingAIAgents/comments/1sl232j/jerry_were_open_sourcing_the_first_document_ocr/",
    "ts": "2026-04-14T12:00:00Z",
    "summary": "LlamaIndex's Jerry Liu is open sourcing ParseBench - a benchmark specifically measuring document parsing quality for AI agent workflows. The argument: current OCR/parsing benchmarks don't reflect real agentic use case...",
    "id": "seed-2026-04-14-03",
    "importance": 7
  },
  {
    "title": "\"You can fine-tune 100+ open-source models without writing code\"",
    "category": "models",
    "source": "reddit-LovingOpenSourceAI",
    "github": "https://github.com/hiyouga/LlamaFactory",
    "url": "https://www.reddit.com/r/LovingOpenSourceAI/comments/1sk9eh6/you_can_finetune_100_opensource_models_without/",
    "ts": "2026-04-14T12:00:00Z",
    "summary": "LLaMA-Factory provides a unified web UI + CLI for fine-tuning LLMs and VLMs without writing custom training code. Supports LLaMA, Mistral, Qwen, DeepSeek, Gemma, Phi, Yi, and 90+ others. Positioned as a no-code altern...",
    "id": "seed-2026-04-14-04",
    "importance": 5
  }
]