Lead signal: decolua/9router. Capella priority: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.. SkyGems watch: wait for a strong multimodal/design/CAD signal before acting. The brief is ranked for action, not passive reading.
Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Production-grade engineering skills for AI coding agents.
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Production-grade engineering skills for AI coding agents.
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗HN score 50 • 14 comments.
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.
Open ↗📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗"AI-Trader: 100% Fully-Automated Agent-Native Trading"
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗GUI grounding is a critical capability for enabling GUI agents to execute tasks such as clicking and dragging. However, in complex scenarios like the ScreenSpot-Pro benchmark, existing models often suffer from…
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality.
Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link.
Open ↗You can now interact with your Stream video library using new bindings for Workers! This allows customers to upload content to Stream, provision direct uploads, manage videos, and generate signed URLs from a Worker…
Why: Infra signal — relevant to Capella remote access, tool-hosting, tenant rollout, and Cloudflare-first ops.
Move: Check whether it improves Capella remote access, tool-host side effects, or staged tenant rollout.
Open ↗We are refreshing the Workers AI model catalog to make room for newer releases. Please update your apps to remove references to the models listed below before the deprecation date. Recommended replacements…
Open ↗Multiple security vulnerabilities were disclosed by the React team and Vercel affecting React Server Components and Next.js. These include denial of service, middleware and proxy bypass, server-side request forgery…
Open ↗You can now export your Requests for Information (RFI) history to a CSV document and customize your dashboard view by choosing how many RFI records to load per page. Why this matters These quality-of-life updates…
Open ↗You can now interact with your Stream video library using new bindings for Workers! This allows customers to upload content to Stream, provision direct uploads, manage videos, and generate signed URLs from a Worker…
Open ↗Academic Research Skills for Claude Code
Open ↗"openai.com" was once the personal homepage of a guy named glenn
Open ↗With the lowering usage limit in Claude, I am thinking of jumping ship to Chinese AI, since the benchmark is already very near compared to Sonnet or Haiku 4.5 , but for a fraction of the price. I am not worried about…
Open ↗Anthropic weighs deal for near $1T valuation as revenue surges
Open ↗Starting today, Anthropic now immediately revokes Claude Design access if you cancel your subscription plan renewal, even while you're still in a valid period you've already paid for. I had a Claude 20x max…
Open ↗Sponsor Star affaan-m / everything-claude-code The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex…
Open ↗Star decolua / 9router Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never…
Open ↗Star bytedance / UI-TARS-desktop The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Open ↗Star addyosmani / agent-skills Production-grade engineering skills for AI coding agents.
Open ↗Star datawhalechina / hello-agents 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
Open ↗Star HKUDS / AI-Trader "AI-Trader: 100% Fully-Automated Agent-Native Trading"
Open ↗Star lsdefine / GenericAgent Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
Open ↗Star playcanvas / supersplat 3D Gaussian Splat Editor
Open ↗For artistic applications, video generation requires fine-grained control over both performance and cinematography, i.e., the actor's motion and the camera trajectory. We present ActCam, a zero-shot method for video generation that…
Open ↗Modern Mixture-of-Experts (MoE) architectures allocate expert capacity through a rigid per-layer rule: each transformer layer owns a separate expert set. This convention couples depth scaling with linear expert-parameter growth and…
Open ↗GUI grounding is a critical capability for enabling GUI agents to execute tasks such as clicking and dragging. However, in complex scenarios like the ScreenSpot-Pro benchmark, existing models often suffer from suboptimal performance.…
Open ↗Large language models are typically deployed as monolithic systems, requiring the full model even when applications need only a narrow subset of capabilities, e.g., code, math, or domain-specific knowledge. Mixture-of-Experts (MoEs)…
Open ↗Large Language Models (LLMs) demonstrate strong capabilities for solving scientific and mathematical problems, yet they struggle to produce valid, challenging, and novel problems - an essential component for advancing LLM training and…
Open ↗VECTOR OPS ⚡ Operator Brief — Sunday, May 10 • 1:25 PM EDT Signal Board • Read first: decolua/9router • Top-10 feed: 10 ranked signals • Capella angle: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. • SkyGems angle: Watch for multimodal/design/CAD signals that can sharpen the jewelry product. • Feed health: Clean 🧭 Executive Summary • Lead signal: decolua/9router. Capella priority: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff.. SkyGems watch: wait for a strong multimodal/design/CAD signal before acting. The brief is ranked for… • Hidden leverage: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. ━━━━━━━━━━━━━━━━━━━━ 🔥 Top 10 AI Signals 1) [GitHub] decolua/9router Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. Link: https://github.com/decolua/9router 2) [GitHub] affaan-m/everything-claude-code Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/affaan-m/everything-claude-code 3) [GitHub] addyosmani/agent-skills Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/addyosmani/agent-skills 4) [GitHub] bytedance/UI-TARS-desktop Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/bytedance/UI-TARS-desktop 5) [Hacker News] Academic Research Skills for Claude Code Source: Hacker News Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Make a Capella recipe: one Rook brief → one Claude lane → one Codex lane → review diff. Link: https://github.com/Imbad0202/academic-research-skills 6) [GitHub] datawhalechina/hello-agents Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/datawhalechina/hello-agents 7) [GitHub] HKUDS/AI-Trader Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/HKUDS/AI-Trader 8) [Research] BAMI: Training-Free Bias Mitigation in GUI Grounding Source: 2026-05-07 Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://arxiv.org/abs/2605.06664v1 9) [GitHub] lsdefine/GenericAgent Source: Trending today Why: Agent-ops signal — directly useful for Capella lanes, Rook handoffs, and Claude/Codex execution quality. Move: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://github.com/lsdefine/GenericAgent 10) [Cloudflare] Stream - Introducing Stream Bindings for Workers Source: Stream • 2026-05-07 Why: Infra signal — relevant to Capella remote access, tool-hosting, tenant rollout, and Cloudflare-first ops. Move: Check whether it improves Capella remote access, tool-host side effects, or staged tenant rollout. Link: https://developers.cloudflare.com/changelog/post/2026-05-07-stream-workers-binding/ ━━━━━━━━━━━━━━━━━━━━ ✅ Action Queue 1. Capella: finish the Rook mobile/app verification pass, then checkpoint the Rook-lane patch cleanly before more features pile on. 2. Capella: turn today's best Claude/Codex trick into a reusable task-template with source links, expected output, and verification steps. 3. Capella infra: map the Cloudflare signal to hosting, tunnel, remote-access, or tool-host reliability work. 4. SkyGems: convert the creative signal into one visible artifact — reference board, ring template, gallery card, CAD/export spec, or product-story block. 5. Hermes/vector: Upgrade Hermes soon — it is 15 commits behind upstream. ━━━━━━━━━━━━━━━━━━━━ 🧪 Claude Code / Codex Tricks • Turn 'decolua/9router' into a Capella reusable skill/handoff template today. • Run paired-agent work as: Rook writes brief → Claude implements/architects → Codex verifies/tests → Rook merges only after diff review. • For every promising repo/tool, do Magika preflight first, then extract one small command or workflow into a named Capella skill. • Keep mobile Rook prompts short: objective, repo/path, acceptance test, and one explicit stop condition. ━━━━━━━━━━━━━━━━━━━━ 💻 Repos / Tools Worth Screening 1) affaan-m/everything-claude-code The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude… Heat: Trending today Link: https://github.com/affaan-m/everything-claude-code 2) decolua/9router Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK… Heat: Trending today Link: https://github.com/decolua/9router 3) bytedance/UI-TARS-desktop The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra Heat: Trending today Link: https://github.com/bytedance/UI-TARS-desktop ━━━━━━━━━━━━━━━━━━━━ 📚 Research Radar 1) ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation Use if: Feed it into SkyGems: reference board → ring template/spec → export or gallery improvement. Link: https://arxiv.org/abs/2605.06667v1 2) BAMI: Training-Free Bias Mitigation in GUI Grounding Use if: Convert the useful part into a Rook/Capella skill or task template, not just a saved link. Link: https://arxiv.org/abs/2605.06664v1 ━━━━━━━━━━━━━━━━━━━━ 🎯 Vector Take • Use the top item to sharpen Capella as an agent orchestrator, the first Claude/Codex item to create an execution trick, and any creative/CAD signal to improve SkyGems only if it can produce a visible artifact today. • Rule: read → decide → create one Capella task or discard. No passive news hoarding.