Production-tested skills for AI agents. Every skill is security-scanned, tier-rated, and verified. Browse by ecosystem or category below.
Zhipu AI's GLM-5.1 just became the first open-source model to match proprietary coding benchmarks — 744 billion parameters, 8-hour autonomous execution, and a SWE-Bench Pro score that puts it in the same conversation as Claude Opus 4.7. Here's what actually changes.
Show me a production-ready agentic system that isn't held together with brittle prompts, hallucinated tool calls, and prayer. Because I've looked. They don't exist yet.
Skip the API bills and latency. Here's how to run a capable open-source LLM entirely on your own hardware using LM Studio — and integrate it into your agentic workflows.
A comprehensive 2500+ word guide to building autonomous AI agents with Google Antigravity. Covers the RAPS framework, Agent Manager, multi-agent teams, and a complete code review workflow.
Anthropic's latest flagship tops SWE-bench at 87.6%, ships a 1M token context window, and rewrites what agentic coding looks like at scale.
OpenAI's latest tops Terminal-Bench by 13 percentage points over Opus 4.7, but the real story is what research-focused reasoning means for knowledge work.
Everyone's watching GPT-5.5 and Opus 4.7, but the model enterprises are actually deploying at scale is Gemini 3.1 Pro — and here's why the Google ecosystem advantage is structural.
Most AI agents reset after every session. Hermes Agent doesn't — and that changes everything about long-running development work.
Most AI agents are chatbots with delusions of grandeur. OpenClaw is something different: an operating system for AI that actually does things. Here's why the comparison matters.
Skills aren't prompts. They aren't agents. They're something better — bounded, purposeful capabilities that make AI actually useful. Here's what changed when I started thinking in skills.
seo-auditor — Claude-Code skill on mr.technology. Audit verdict: PENDING.
monorepo-navigator — Claude-Code skill on mr.technology. Audit verdict: PENDING.
changelog-generator — Claude-Code skill on mr.technology. Audit verdict: PENDING.
tech-debt-tracker — Claude-Code skill on mr.technology. Audit verdict: PENDING.
runbook-generator — Claude-Code skill on mr.technology. Audit verdict: PENDING.
saas-metrics-coach — clawhub skill on mr.technology. Audit verdict: PENDING.
^**[Read Online](https://www.therundown.ai/p/anthropic-new-ai-is-too-powerful-for-the-world?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpY...
^**[Read Online](https://tech.therundown.ai/p/this-startup-wants-to-hack-the-night-sky?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2...
A disgruntled security researcher going by Chaotic Eclipse publicly released details of a new Windows zero-day called BlueHammer ...
CISA ordered federal agencies to patch a critical Fortinet FortiClient EMS vulnerability already being exploited in the wild ...
Higgsfield's Soul 2 model brings art-directed AI image generation to professional creators, eliminating the synthetic look of typical AI outputs ...
Feeding more tokens into an LLM’s context window negatively impacts performance. One study shows that accuracy drops from 95% to 60% ...
Identify relevant sites using searches like “best [your category] after:2025” and review existing partners for high response rates ...
AI is disrupting careers by reducing the value of execution and making long-developed skills feel less relevant. The new advantage lies in judgment ...
^**[Read Online](https://www.therundown.ai/p/sam-altman-new-social-contract-for-ai?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIj...
^**[Read Online](https://robotnews.therundown.ai/p/ubtech-offers-18m-a-year-for-ai-scientist?jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIjoiM2RmNjNlOWUtYjlhYS00OTcxLTlhNmEtYTc3...
Anthropic announced that Claude Code subscribers can no longer use subscription limits for tools like OpenClaw, shifting to pay-as-you-go pricing ...
Two separate GPU Rowhammer attacks, GDDRHammer and GeForge, have achieved total host control against Nvidia's Ampere RTX 3060 and RTX 6000 ...
Mercury is in late-stage talks to raise at a $5B+ valuation, up from $3.5B a year ago, while simultaneously acquiring payroll startup Central ...
Decision traces can create a compounding loop in B2B, like how consumer platforms leveraged behavioral data. Traditional software records outcomes ...
OCSF is emerging as a standard way to normalize security data across tools, reducing the need for custom parsing and enabling faster correlation ...
Charles Schwab launched a waitlist for Schwab Crypto, a new account type enabling direct spot buying and selling of Bitcoin and Ethereum ...
AI agent failures stem from missing platform reliability guarantees rather than weak models, requiring validated context and guardrails ...
Cognitive surrender is where people stop using judgment and accept AI outputs as truth. Users accepted faulty AI reasoning 73.2% of the time ...
Plus: New Gmail, who dis?, freefallin’, and more. View in browser (https://thehustle.co/airbnb-for-schools-1?ecid=ACsprvuHyVqi1BKNfaJTstteBCw13wtOPLlcsQWSmO7d0UGp-uJx7zkw3xealohjgUkwAIpotEK1&_hsenc=p...
^**[Read Online](https://www.therundown.ai/p/anthropic-tells-openclaw-users-to-pay-up?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2l...
HubSpot - The Hustle (https://thehustle.co/home/?_hsenc=p2ANqtz-9lGTFHjOAIUMQ6yxwbIRUcaRfbgJWQxNBLB0b2zNdS3coq0XQ-6a-mddOWehmDzrxPiRIo7WM_aTvnc-jHGc6xNboAPw&_hsmi=280638784 ) Hey there, Thank you fo...
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/dabd76f6-2ef3-4980-bb1c-5e3976ba0f5a/simpleainl.png?t=1751423560) Follow ...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48cc630b-9b58-4056-bce7-7d8f4254a3b6/aiheadertrd.png?t=1736703...
There's more to The Hustle than meets the inbox.
There's more to The Hustle than meets the inbox.
Just like Uber and Facebook, weekends thrive because of something known as network effects. Always-on work culture weakens them. You're just 3 referrals away from earning a Hustle Essentials kit. Che
Amazon S3 Files is a new capability that allows any S3 bucket to be mounted and accessed as a fully-featured file system directly
Airbnb migrated a massive StatsD-based metrics pipeline to OpenTelemetry and Prometheus using a dual-write strategy A shared metrics library ...
^**[Read Online](https://www.therundown.ai/p/anti-ai-anger-hits-sam-altman-front-door?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2l...
^**[Read Online](https://robotnews.therundown.ai/p/unitree-cheapest-humanoid-goes-global?jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIjoiM2RmNjNlOWUtYjlhYS00OTcxLTlhNmEtYTc3YjBm...
Anthropic is planning to overhaul Claude Code desktop. It is also developing a 'Coordinator Mode' that would let Claude act as an orchestrator ...
Perplexity introduced a personal finance hub that connects bank accounts, credit cards, loans, and investments via Plaid ...
Researchers using Claude AI discovered a flaw in Apache ActiveMQ Classic that had gone undiscovered for 13 years. The flaw allows attackers to force ...
The SaaStr.ai Index shows top public software companies lost 50.5% of market value in six months. This structural re-rating ...
The moat used to be who could ship the fastest. It is now learning speed: how quickly an organization can absorb what AI makes newly possible ...
Major cryptocurrencies dropped roughly 2% late Saturday after Vice President Vance announced that US and Iranian negotiators failed ...
"Productive procrastination" is a phenomenon where individuals engage in desirable, productive tasks to avoid more important but often older projects ...
Datadog Code Security MCP mitigates risks from AI-generated code by scanning to detect vulnerabilities, secrets, and insecure dependencies ...
Treating AEO as an upgrade to SEO misunderstands how LLMs work. There are no keywords to rank for. Responses are personalized based on prompts ...
OpenAI's revenue chief, Denise Dresser, recently sent a memo to staff saying that the company's alliance with Amazon was a key growth driver ...
AI removes handoffs between roles, reshaping orgs into autonomous teams. The advantage now is how fast companies learn and adapt their structure. ...
^**[Read Online](https://www.therundown.ai/p/what-happens-when-ai-runs-a-retail-store?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2l...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a045c5f2-d35b-4b0e-9f88-6803fd65b3a2/the-ai-report-logo-color-...
Welcome aboard! I’m Tobias, your guide in navigating the world of AI agents. Thanks for subscribing to **The Agent Roundup**, where we break down AI agents into clear, practical insights for real-wor...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a0d93a39-60ca-4da9-a2fb-c320eee7642b/the-ai-report-logo-color-...
Plus: AI agent credentials and the blast radius problem <https://venturebeat.com> Happy Monday. Intuit's TurboTax team didn't wait for the IRS to publish forms before it started coding the ...
Amazon has entered into an agreement with Apple to provide satellite service for its devices using the Amazon Leo network ...
---------- ### Hey SpaceX is going public at $1.75T, Meta launched its first closed-source AI model, and Anthropic restricted its most powerful model to just 50 partners. View image: (https://medi...
Marimo, Adobe Acrobat, FortiClient EMS, and an LLM jailbreak that works on every model tested. Google Mandiant's M-Trends 2026 measured a new attacker handoff at 22 seconds <https://cloud.goo...
Plus: why your vector layer needs its own home <https://venturebeat.com> Welcome to Data Infrastructure Weekly If you want a sense of where enterprise data infrastructure is quietly but qui...
Real changes happened. Whether they explain what developers are seeing is another question. <https://venturebeat.com> Good morning! One claim driving the “Claude is nerfed” story — that Opu...
Google has expanded its desktop Agent within Gemini Enterprise, hinting at a shift towards task execution workspaces akin to Claude Cowork ...
Unknown threat actors breached cpuid.com for roughly 19 hours (April 9–10) via a compromised side API, replacing CPU-Z and HWMonitor download URLs ...
Rowhammer-style attacks on GPU memory can corrupt GPU page tables, enabling arbitrary read/write access across GPU memory and across processes ...
The discourse around AI-assisted programming often advocates for a balanced approach: using AI for tedious tasks while developers personally craft ...
Price is losing its role as the main driver of purchase decisions. Value perception now drives choice as consumers increasingly mix national brands ...
[ADVERTISE](https://calendly.com/the-ai-report-partnerships/the-ai-report-partnerships) | [PODCASTS](https://www.youtube.com/@the-AI-why-with-liam-lawson) | [LAUNCH GUIDE ](https://www.theaireport.ai/...
Elon Musk's Terafab team has reached out to chip industry suppliers for price quotes and delivery times for a variety of chipmaking gear ...
DuckLake v1.0 release marks the production-ready version of this SQL-native lakehouse format. DuckLake keeps all metadata in a real database catalog ...
^**[Read Online](https://www.therundown.ai/p/allbirds-ditches-sneakers-for-ai-compute?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2l...
New Course with JetBrains: Spec–Driven Development with Coding Agents View in browser (https://info.deeplearning.ai/e3t/Ctc/LX+113/cJhC404/MWN59sqpZg8W708PWl3RR3PgW4bWRWk5MWTYxN3V8l9j5m_5PW7lCGcx6lZ3...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/583fac8f-4002-4b2e-a58a-b37752afecdb/the-ai-report-logo-color-...
Anthropic's new agents platform just made this a procurement question. <https://venturebeat.com> Hey there. Databricks gave a stronger foundation model the same hybrid queries as its multi-...
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/bcb8f5b1-035d-4f81-b662-279d962a2ce0/simpleainl.png?t=1751420992) Follow ...
OpenAI is scaling up its TAC program to thousands of verified individual defenders and hundreds of teams responsible for defending critical software ...
Socket’s Threat Research Team identified 108 malicious Chrome extensions across ~20k installs operating as a coordinated MaaS campaign ...
Flatiron spent a month visiting AI-native startups in SF, and the org charts look nothing like a normal company. One PM covers five companies ...
Senator Thom Tillis is set to release revised legislative text on stablecoin yield, the product of months of negotiation ...
Stacked PRs break large changes into a sequence of small, dependent pull requests that can be reviewed independently but merged together ...
Social media feeds now show far more content from strangers and ads than from real connections. Only 18% of top posts come from friends and family ...
[ADVERTISE](https://calendly.com/the-ai-report-partnerships/the-ai-report-partnerships) | [PODCASTS](https://www.youtube.com/@the-AI-why-with-liam-lawson) | [LAUNCH GUIDE ](https://www.theaireport.ai/...
Anthropic has released Claude Opus 4.7. The model scores higher on key benchmarks than its direct rivals in some categories ...
Plus: Men let it rip, a movie release calendar, and more. View in browser (https://thehustle.co/make-way-for-wildlife?ecid=ACsprvsUgkRTr4At7hrSuFswzNq0jzbsE_L_JlU0X0eOt8754lPMNDE05xt5gol7umx-UDFkwSjP...
Builder PM work fails when it has no path to adoption. It succeeds when it creates pull, fits workflows, and gets others to build on it. ...
^**[Read Online](https://www.therundown.ai/p/openai-superapp-hiding-inside-codex?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIjoi...
---------- Hey, ----------With AI models getting more powerful by the week — and cybersecurity risks growing with them — the way we build and host apps needs to catch up. In my latest video, I went...
---------- ### Hey Andrew Warner has done 2,500+ founder interviews. Today he shares why your next best customer might not be human, and how one founder 20x'd his revenue just by pivoting to serve ...
Plus: Why the Google AI adoption debate matters for every engineering org <https://venturebeat.com> Welcome to AGI Weekly Hey there, If you want to understand the growing pains of the AI ...
Agentic and physical AI are rapidly reshaping what’s possible at enterprise scale. <https://blogs.microsoft.com/blog/2026/03/16/microsoft-at-nvidia-gtc-new-solutions-for-microsoft-foundry-azure...
Plus: Claude Code Routines, and Cisco's shared intelligence <https://venturebeat.com> Hello there! This week: Anthropic’s new orchestration architecture, a test run of the Claude Code desktop...
Meanwhile, frontier models still fail 1 in 3 production deployments <https://venturebeat.com> Holy Wednesday, Batman. The harness wars stopped being theoretical. OpenAI shipped a model-nativ...
^**[Read Online](https://robotnews.therundown.ai/p/uber-10b-robotaxi-pivot?jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIjoiM2RmNjNlOWUtYjlhYS00OTcxLTlhNmEtYTc3YjBmZTYxNDBiIiwicH...
Google's Gemini 3.1 Flash TTS enhances text-to-speech with improved expressivity and controllability, featuring a notable Elo score of 1,211 ...
Anthropic’s Mythos Preview model faced UK AI Security Institute tests on capture-the-flag tasks and a 32-step “The Last Ones” network data ...
Google Cloud is partnering with Thoma Bravo to push AI deep into enterprise software portfolios, giving companies access to Gemini models ...
Bazaar MCP is a marketplace that lets AI agents search for external API tools, evaluate pricing, pay for access, and execute calls autonomously ...
---------- Hi there, ----------Most business owners spend **$3,000–$15,000** and four to six weeks every time they need a new landing page, internal tool, or marketing site. Replit Agent 4 is trying...
OpenAI Codex uses a single shared Rust-based "harness" to power its cross-platform coding agent across multiple client surfaces ...
OpenAI aims to reach $100 billion in ad revenue within five years despite still being in early testing. Its strategy relies on two pillars ...
[ADVERTISE](https://calendly.com/the-ai-report-partnerships/the-ai-report-partnerships) | [PODCASTS](https://www.youtube.com/@the-AI-why-with-liam-lawson) | [LAUNCH GUIDE ](https://www.theaireport.ai/...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/c49cc55c-8bdd-4b7b-8a14-f9702f982948/the-ai-report-logo-color-...
^**[Read Online](https://tech.therundown.ai/p/spacex-buys-up-a-lot-of-cybertrucks?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIjo...
Opus 4.7 offers improved performance on difficult engineering tasks, stronger vision capabilities, and more reliable long-running task execution ...
Frontier coding agents have already collapsed the economics of exploit development. The consequence is that elite attention is no longer scarce ...
OpenAI has significantly upgraded Codex with agentic capabilities that can control desktop apps, browse the web, and execute tasks across tools ...
Jack Dorsey's recent 40% staff reduction at Block signals an early shift toward "Dorsey Mode," a proactive organizational redesign ...
Adobe's Firefly AI Assistant (formerly "Project Moonlight") can perform tasks across Creative Cloud apps like Photoshop, Premiere, and Illustrator ...
Claude Opus 4.7 has been released, with improvements in advanced software engineering. The model also has substantially better high-resolution vision ...
AWS Interconnect is a managed service that provides private, high-speed connections between AWS and other cloud providers ...
Pew Research finds that roughly 9 in 10 teens use TikTok, Instagram, and Snapchat for entertainment. Snapchat is the most messaging-heavy platform ...
Natural language to schema design. Describe your application in plain English and get a production-ready PostgreSQL sche...
GitHub Actions + ArgoCD pipeline generator from a YAML description. Define your build, test, and deploy stages in plain ...
LLM-powered PR reviewer that understands business logic, not just code style. Configurable rubric, flags security issues...
release-manager — Claude-Code skill from Mr. Technology. ARCHITECT tier, audited and verified....
OpenTelemetry + Grafana stack generator. Define your services and trace/log/metric requirements in a JSON schema and get...
^**[Read Online](https://www.therundown.ai/p/exclusive-inside-canva-ai-2-0-with-cpo-cameron-adams?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJ...
Windfalls for winning reality shows and game shows have been decimated by inflation. You're just 3 referrals away from earning a Hustle Essentials kit. Check out all of our prizes here (https://store...
——— You are reading a plain text version of this post. For the best experience, copy and paste this link in your browser to view the post online: https://www.agentroundup.com/p/ai-hardware-directory ...
A structured AI agent for coordinating real-time incident response across your entire stack.
An AI agent that takes a product brief and delivers a fully responsive, conversion-optimized landing page.
A generative agent that introspects any REST or GraphQL API and produces a production-ready MCP server.
An AI agent that takes a domain description and produces a normalized, index-optimized database schema.
An AI agent that introspects your OpenAPI spec and generates a comprehensive property-based test suite.
An AI agent that audits your dependency graph for supply chain risks — stale packages, license conflicts, known CVEs.
An AI agent that profiles your application runtime behavior and identifies performance bottlenecks.
An AI agent that reads your codebase, generates an interactive onboarding map, and produces a tailored ramp plan.
An AI agent that manages your environment secrets lifecycle — injection, rotation, and audit — without requiring deploys.
0000 — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
ai-dev-tools-sync — LobeHub skill on mr.technology. Audit verdict: PENDING.
CodeExecutor — AutoGen skill on mr.technology. Audit verdict: PENDING.
deep-research — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
github-pr-creator — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
000-jeremy-content-consistency-validator — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
docker-manager — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
langchain-azure-ai — LangChain skill on mr.technology. Audit verdict: PENDING.
self-improvement — LobeHub skill on mr.technology. Audit verdict: PENDING.
000-tnr — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
langchain-openai — LangChain skill on mr.technology. Audit verdict: PENDING.
twitter-openclaw — LobeHub skill on mr.technology. Audit verdict: PENDING.
writing-skills — Skills.sh skill on mr.technology. Audit verdict: PENDING.
aaveclaw — clawhub skill on mr.technology. Audit verdict: PENDING.
001-polish-and-publish — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
webapp-testing — LobeHub skill on mr.technology. Audit verdict: PENDING.
web-search — clawhub skill on mr.technology. Audit verdict: PENDING.
asana-pat — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
004-exploration-and-review-skills — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
aibtc — clawhub skill on mr.technology. Audit verdict: PENDING.
00-andruia-consultant — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
00-basic-skill — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
00-build-your-testing-skill — Claude Skills Registry skill on mr.technology. Audit verdict: PENDING.
Most browser automation falls apart the moment a shadow DOM shows up or a network request stalls. Playwright-Pro is the Architect-tier skill that treats your web app like a serious system — with structured page models, network interception, and headless execution that actually mirrors real user behavior.
Every AI agent degrades. Prompts drift, context windows fill with noise, and yesterday's effective strategy becomes today's hallucination fuel. The Self-Improving-Agent skill closes that loop — giving your Claude-Code agents the ability to observe their own failures, diagnose root causes, and patch their behavior before the next execution cycle.
Single-agent systems are straightforward. Multi-agent systems are a different beast — you need explicit role definitions, communication protocols, conflict resolution, and a clear theory of how emergent behavior arises from agent interactions. Agent-Designer forces you to answer those questions before you write a single line of agent code.
Most RAG implementations are just embeddings shoved into a vector DB and called a day. Chunk strategy is arbitrary, retrieval is unfiltered, and the LLM gets garbage in and produces confident nonsense out. RAG-Architect brings structured retrieval design — chunking taxonomy, reranking pipelines, hybrid search, and freshness scoring — to your Claude-Code workflow.
Data migrations fail in ways that look minor until they're catastrophic: encoding inconsistencies corrupt names, null-handling mismatches silently drop records, schema drift makes the target system behave differently from the source. Migration-Architect brings structured migration design — data profiling, transformation lineage, rollback planning, and validation scaffolding — to every Claude-Code migration workflow.
Agent workflows are where AI projects go to die of complexity. Sequential chains break on exceptions. Parallel branches create race conditions. Loops never terminate. Agent-Workflow-Designer brings formal workflow design — state machines, DAG validation, timeout governance, and human approval gates — to Claude-Code agent orchestration.
API design flaws are the gift that keeps on giving — they cost nothing to introduce and millions to fix after clients have built on them. API-Design-Reviewer brings structural API review to your Claude-Code workflow: REST/OpenAPI correctness, GraphQL schema design, backward compatibility analysis, and error contract hygiene — before the API meets the outside world.
Git worktrees are one of Git's most underrated features and most underused. They let you check out multiple branches simultaneously in the same repo — no stash, no switch, no 'I was in the middle of something.' Git-Worktree-Manager brings structured worktree lifecycle management — automated branch-to-worktree mapping, cleanup governance, and conflict detection — to Claude-Code workflows.
Most technical interview processes are broken by design — they select for performance under artificial pressure, not ability to ship real software. Interview-System-Designer brings structured hiring system design — work sample validation, scoring rubrics, bias mitigation, and pipeline analytics — to help your team build a process that actually predicts on-the-job performance.
Most product managers are documenters or project managers in disguise — they manage backlogs, write specs, and run standups. The real skill is knowing which problems are worth solving, which metrics to move, and how to align engineering investment with business outcomes. Product-Manager brings structured product discovery, prioritization, and outcome measurement to your Claude-Code workflow.
A deep-dive into the skill-security-auditor Claude Code blueprint — an automated security review workflow that integrates directly into your development pipeline and catches supply-chain attacks before they ship.
Meet agile-po — an ARCHITECT-tier Claude Code blueprint that acts as your AI Product Owner. It writes user stories, prioritizes backlogs with WSJF scoring, runs sprint planning, and generates burndown charts from Git commit data.
revenue-ops-coach is an ARCHITECT-tier AI blueprint that connects to your CRM, analyzes pipeline health, scores deals with AI precision, forecasts revenue, and identifies coaching opportunities for your sales team — all from a terminal prompt.
content-creator is an ARCHITECT-tier AI content pipeline that researches topics, generates SEO-optimized articles, generates配套 featured images, and publishes to multiple CMS platforms — fully autonomous from keyword to published post.
Sales Engineer is the ARCHITECT and Claude-Code skill that turns technical depth into revenue — generating prospect-specific demos, competitive battlecards, and technical proposal content at the speed your pipeline demands.
Customer Success Manager is the ARCHITECT and Claude-Code skill that turns post-sale chaos into structured health scores, renewal playbooks, and early-warning churn signals — so you're not getting surprised at quarter-end.
Contract Proposal Gen is the ARCHITECT and Claude-Code skill that automates SOW generation, MSA reviews, and pricing attachments — producing lawyer-ready contract draft content that compresses your deal cycle without the back-and-forth.
Financial Analyst is the ARCHITECT and Claude-Code skill that transforms messy financial data — P&L statements, cap tables, SaaS metrics — into structured analysis, scenario modeling, and narrative-ready insights for investor and board audiences.
Structured web search built on Google's protocol buffers. High-throughput, schema-validated search results piped directl...
Auth-Signing-Audit.Composio — Composio skill from Mr. Technology. TIER 2 tier, audited and verified....
PR-Reviewer.LangChain is a TIER 4 automated code review tool purpose-built for LangChain projects. It catches Chain-of-Thought bugs, RAG retrieval failures, prompt injection vectors, and vector store misconfigurations before they reach production.
Arxiv-Collector.AutoGen automates arXiv paper discovery, PDF download, summarization, and citation graph building — turns hours of manual research into a structured knowledge base fed directly into your AI agents.
C-Suite Advisor feeds Claude Code a persistent layer of company strategy, OKRs, and competitive intelligence — so code decisions are made with business context, not just technical fitness.
Obscura is a zero-knowledge secret manager written in Rust, designed for high-assurance agent environments where credential leakage isn't a risk you're willing to take.
n8n's latest guide recommends its platform as the 'orchestration layer' for MCP servers. But the entire premise is backwards. Here's the architecture that makes n8n redundant for agentic workflows — and what to use instead.
C++ IntelliSense used to mean waiting two minutes for your IDE to index your codebase, then watching it eat 4GB of RAM. clangd changes the math — real-time diagnostics, accurate goto-definition, and compile-speed feedback without the bloat.
Most sentiment analysis treats emotions like a binary toggle — positive or negative. EngineMind's Emotional Framework Translator maps text to Plutchik's eight primary emotion vectors, giving you nuance that scalar sentiment scores miss entirely.
Accessibility is a solved problem in theory and a disaster in practice. axe DevTools gives your development team real, actionable findings — not a 47-item checklist to manually review — integrated directly into your CI pipeline and browser.
On Aave V3, if your health factor drops below 1.0, algorithmic liquidation bots compete to seize your collateral. This skill monitors your positions across chains and alerts you before you get liquidated.
Bloomberg Terminal costs $25K a year. This skill uses the Yahoo Finance API to give your agents stock prices, real-time quotes, earnings dates, dividend history, and analyst ratings — without spending a dime.
Submitting to Nature or ICML without running your paper past a peer reviewer first is like deploying to production without testing. Peer Reviewer constructs reviewer personas from Zotero libraries and gives your paper a credible pre-submission review.
Most DCA bots execute orders blindly on a schedule. This one monitors Binance funding rates, adjusts timing based on liquidity conditions, and lets you DCA both ways — buy the dip and sell the rally — with full audit logging.
Luma's event API covers 100K+ tech conferences, meetups, and hackathons globally. This skill turns it into an agent-accessible tool — discover events by topic or location, track speakers, RSVP programmatically, and build event feeds for your community.
Following 200 AI researchers on Twitter is noise. This skill scrapes the most active, highest-signal AI accounts, ranks their posts by engagement and novelty, and delivers a structured daily digest — so you stay informed without doomscrolling.
save-money automatically routes Claude prompts to Haiku or Sonnet based on task complexity — cutting API costs 50% without touching output quality.
Auto-route tasks to the cheapest z.ai (GLM) model that handles the job correctly. Flash for lookups, Standard for reasoning, Plus/32B for the hard stuff.
Auto-route tasks to the cheapest Claude model that works correctly. Haiku for simple, Sonnet for medium, Opus for complex. No manual routing required.
opus uses a three-tier Haiku→Sonnet→Opus routing strategy to automatically pick the right model for each task — cutting costs without sacrificing capability.
videochat-withme adds live voice and camera to your OpenClaw agent — Groq Whisper STT, edge-tts output, and full conversational context in one skill.
meeting-prep-agent researches attendees before every calendar event — LinkedIn profiles, company news, mutual connections, and a briefing doc with talking points.
searxng-bangs uses SearXNG with DuckDuckGo-style bangs for private, fingerprint-randomized web searches. No tracking, no cookies, no Google dependency.
canva-connect lets you manage Canva designs, assets, and folders via the Connect API — automate brand template autofill, bulk exports, and design workflows.
ui-ux-pro-max provides design intelligence with 50 styles, 21 color palettes, 50 font pairings, and AI component generation for building polished interfaces fast.
hyperliquid-prime routes orders across Hyperliquid's native and HIP-3 perp markets with cross-market splitting, smart order types, and real-time execution monitoring.
Connect your AI agents to ComfyUI for intelligent, template-driven image generation. Perfect for automated content creation, asset pipelines, and creative workflows at scale.
Automate daily standups, status reports, and PR summaries with an AI agent that tracks your git activity, reads your calendar, and delivers crisp executive summaries.
Context Continuity is the missing protocol for agent-to-agent knowledge transfer — ensuring state, preferences, and decisions survive session boundaries without data loss.
Implement production-grade rate limiting for any API endpoint in minutes. Covers token bucket, sliding window, and fixed window algorithms with Redis backend.
Write React component tests that focus on user behavior, not implementation details. Vitest + React Testing Library + MSW for fast, realistic, maintainable tests.
Codex CLI brings agent-native code execution to your terminal. Run code, resume failed tasks, and integrate AI-powered development directly into any CI/CD or local workflow.
Generate perfect social media previews for every page on your site. OpenGraph IO automation ensures every shared link looks exactly how you want it on Twitter, LinkedIn, Facebook, and Slack.
Stop SQL injection at the source — this skill gives AI agents the patterns to use $queryRaw and parameterized queries correctly, making injection a design-time impossibility, not a runtime detection problem.
Get the same analysis a top-tier VC partner would give your pitch deck — market sizing, competitive positioning, red flags, and investment thesis evaluation in structured, actionable format.
Point Competitor Spy at any website and extract their tech stack, pricing, features, SEO data, and social proof in structured format. Competitive intelligence at analyst speed, without the agency retainer.
A solid code review catches bugs before they ship, transfers knowledge across the team, and keeps standards consistent. Most code reviews miss the mark. Here's a skill that gets it right.
Every AI agent demo looks incredible. Here's what separates the agents that survive contact with production from the ones that fall apart the moment real users touch them.
Anthropic published the Model Context Protocol and suddenly every AI infrastructure company is asking the same question. Here's why the protocol layer is where the real platform battle is playing out.
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/80ac301a-c551-4d1b-bad4-d047875988e5/the-ai-report-logo-color-...
Getting LLMs to output clean JSON is still a pain. llguidance hits v1.0 and lands in OpenAI, vLLM, SGLang, and llama.cpp — here's why that matters.
AI coding assistants are making developers faster at writing code they don't understand. That's not a productivity win. That's a liability that shows up six months later.
Single-shot prompts are great until they aren't. Here's how to chain function calls into workflows that actually do what you expect.
The UK AI Security Institute proved frontier AI can autonomously run end-to-end offensive cyber operations. Here's what that means for every builder working with AI agents today.
Meta tracks its employees' keyboard inputs and mouse movements to train its AI models. Many workers are uncomfortable with the scheme ...
Wix ran 250 evaluations to test whether AI skills outperform documentation when agents perform developer tasks and concluded that ...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/80ac301a-c551-4d1b-bad4-d047875988e5/the-ai-report-logo-color-...
The biggest challenge in AI isn’t the model anymore <https://r39crwmcu9m.typeform.com/to/kxlA0j2C> VB Research <https://r39crwmcu9m.typeform.com/to/MPhoTYmZ> VentureBeat is surveying enterprise...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/53a2c8b0-01b0-4b90-9354-c4e27b0b13ef/the-ai-report-logo-color-...
Screenshots of a revised user interface showing a model card for Google's upcoming Gemini Omni video model were posted on Reddit over the weekend ...
Product transformations fail when teams chase OKRs, discovery, strategy, or AI before fixing delivery. If teams cannot ship quickly and reliably ...
^**[Read Online](https://www.therundown.ai/p/mira-murati-tml-upends-how-humans-work-with-ai?_bhlid=4eaa234680798ad3bdb45514b5705f029891f88c&jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpY...
---------- View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/80ac301a-c551-4d1b-bad4-d047875988e5/the-ai-report-logo-color-...
A look at what’s driving speed and consistency in support. <https://fin.ai/?utm_source=venturebeat&utm_medium=dedicatedemail&utm_campaign=f_ventur ebeat_dedicatedemail_bmkt_ba_awar_pros_3p_saas...
AI tool poisoning just became an enterprise agent problem <https://venturebeat.com> Hey — VB's Q1 Infrastructure Tracker puts a dollar figure on something most enterprises already suspect:a...
^**[Read Online](https://robotnews.therundown.ai/p/figure-robots-make-a-bed-together?jwt_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJzY3JpYmVyX2lkIjoiM2RmNjNlOWUtYjlhYS00OTcxLTlhNmEtYTc3YjBmZTYx...
Nvidia has made over $40 billion in commitments this year so far. The company has been the biggest winner of the AI boom so far ...
Ramp is reportedly in talks to raise $750M at a pre-money valuation above $40 billion, just six months after reaching a $32B post-money valuation ...
ShinyHunters defaced Canvas login pages with a ransom note threatening to leak data tied to 275 million users at nearly 9,000 institutions ...
Vercel open-sourced deepsec, a coding-agent-driven security harness that runs locally (or fans out to 1,000+ Vercel Sandboxes for parallelism) ...
A Manhattan federal judge modified a restraining notice allowing Arbitrum DAO to transfer 30,766 ETH (~$71M), frozen following the KelpDAO exploit ...
AI has flipped the leverage in software deals because more tools are sliding into the "nice-to-have" bucket. One vendor in the piece was charging ...
Instagram has redesigned its long-awaited iPad app to closely match the iPhone experience after users disliked the original Reels-focused layout ...
The React API was rebuilt from scratch for only TanStack Start, resulting in a ~9KB gzip size and running 2–3 times faster ...
AI agents only create lasting productivity gains if they reduce maintenance costs in proportion to how much faster they help teams produce code ...
Claims that Meta is in decline overstate a short-term drop in daily active users and ignore the scale of its business. Facebook usage has shifted ...
[ADVERTISE](https://calendly.com/the-ai-report-partnerships/the-ai-report-partnerships) | [PODCASTS](https://www.youtube.com/@the-AI-why-with-liam-lawson) | [LAUNCH GUIDE ](https://www.theaireport.ai/...