Duke Harewood

Top 10 free AI tools (skills + agents) for solopreneurs in 2026 — covering ops, marketing, support, content, and finance. Install in 60 seconds.

Top 10 install-ready AI workflows for backing up your data in 2026 — files, photos, projects, dependencies, and more. Free and automated.

Top 10 free AI agents for researchers, grad students, and academics in 2026 — covering literature, grants, writing, and analysis.

Top 10 AI agents that work seamlessly with Cursor IDE in 2026 — engineering, security, design, testing, and more. All free to install.

OpenClaw and Claude Code are converging toward a unified skill layer. Markdown config, skill registries, tool use, memory -- the architecture is aligning.

Top 10 code review AI skills for 2026 — covering security, debugging, testing, polish, and PR workflows. Free to install with Claude Code.

10 AI workflows that automate your morning — from inbox triage and calendar prep to focus mode and project kickoff. Free to install.

A five-layer framework for turning domain expertise into scalable AI skill revenue. From knowledge encoding to pricing models that work.

Top 10 free customer support AI agents for 2026 — covering tickets, success, community, and escalation. All install-ready in 60 seconds.

Top 10 AI skills for technical writers in 2026 — covering docs, releases, polishing, formats, and reusable templates. All free to install.

10 install-ready privacy-focused AI workflows for 2026 — covering local checks, secret scans, subscription audits, and data hygiene.

Top 10 AI agents for project managers in 2026 — covering scrum, planning, delivery, risk, and stakeholder communication. Free to install.

10 install-ready AI workflows that turn any solo developer into a one-person team — focus, standups, security, backups, and more.

OpenClaw agents write and deploy their own skills. This self-modifying capability changes skill development from handcrafted to emergent.

Top 10 Python AI skills every developer should install in 2026 — for testing, debugging, packaging, data, and ML workflows. All free.

Top 10 free AI skills for JavaScript developers in 2026 — covering testing, debugging, code review, docs, and Node tooling. Install in 60 seconds.

MCP hosting is the unsexy but essential layer that makes AI skill ecosystems work at scale. Compare self-hosting, managed, and cloud options.

The Top 10 AI agents every PM should hire in 2026 — covering discovery, analytics, roadmaps, delivery, and stakeholder comms. Free to install.

Karpathy's pedagogy prizes building from first principles. The Claude Code skills ecosystem prizes install-and-ship. These aren't in conflict — but the tension is real and worth naming.

CLAUDE.md files have become the standard context-injection point for Claude Code projects. Karpathy's coding guidelines show exactly why the practice is more powerful than it looks.

Karpathy's 'build it from scratch' lineage — nanoGPT, micrograd, makemore — encodes a theory of understanding that ports directly into how the best Claude skills are designed.

Karpathy named December 2025 as the inflection point for agentic coding. Here's his actual framework for thinking about agents, the limits he flags, and what it means for Claude Code workflows.

The multica-ai/andrej-karpathy-skills repo contains exactly one skill. That single-skill design is itself a statement about how to write useful AI guidance.

A close reading of the karpathy-guidelines skill — four rules, 65 lines, no ceremony. What each rule actually does and why the structure matters.

The karpathy-guidelines skill is 65 lines. The Hermes superbundle is 144 skills. These represent opposite theories of how to encode AI capability. Karpathy's approach has specific advantages worth understanding.

Karpathy's Software 1.0/2.0/3.0 framing maps cleanly onto how Claude Code skills, prompts, and agentic workflows actually work. Here's the translation.

Karpathy coined 'vibe coding' in February 2025. It became Collins' Word of the Year. By 2026, the term had split into two very different practices. Here's where it stands.

Karpathy's guidelines say nothing about testing strategy, team collaboration, or long-term codebase health. Those omissions are intentional — and they teach something important about scope.

Hand-picked Top 10 data science AI skills for 2026 — covering analysis, ML, notebooks, and reporting. Install in 60 seconds with Claude Code.

Ranked guide to the 10 best free sales AI agents in 2026, with install commands, real use cases, and clear methodology behind every pick.

Agents use tools, persist state, and take autonomous action. Chatbots just respond. Understanding this distinction explains why skill ecosystems exist.

Ranked guide to the 10 best AI agents for content creators in 2026, with install commands, real use cases, and clear methodology.

Ranked guide to the 10 best AI workflows for remote teams in 2026, with install commands, real use cases, and clear methodology.

Ranked guide to the 10 best testing-focused AI agents in 2026, with install commands, real use cases, and the methodology behind each pick.

Top 12 browser-automation skills for Claude Code, ranked. Five are Playwright wrappers; the differentiated picks are accessibility-tree, native-UI, and API-backed.

Top 15 Claude Code skills for marketing, copywriting, SEO, and competitive intel — ranked. AdMapix leads with 78.9K signal; 23-skill marketing bundles are the second wave.

Top 15 Claude Code skills for video, image generation, and UI design — ranked by usage and quality. Only two skills carry 5/5 quality: Remotion and Impeccable.

Top 15 data and analytics skills for Claude Code, ranked. Stock-trading skills dominate; only 5 of 15 are general-purpose data tools.

Top 15 enterprise-integration skills for Claude Code, ranked. GitHub leads, but two AI-makes-phone-calls skills crack the top 5 — a 2026 trend nobody saw coming.

A curated 12-skill stack for first-time founders — validation, MVP, GTM, ops — pulled from across categories. Not a ranking; a working setup.

Top 15 research and science skills for Claude Code. Nine are web search; only three (Biomni, AnnData, ClinVar) are actual scientific tooling — and they're the only 3/5-quality picks.

Top 15 specialist Claude Code skills — fortune-telling, legal docs, language tutoring, medical-device risk — all at similar install volume. Eclectic by design.

Top 11 Claude skills for backend & API development. Architecture patterns and Node.js bundles lead; the language-specific skills (Spring Boot, WebSocket) cluster in the bottom half.

Top 15 Claude skills for CI/CD. The data reveals 2026's truth: 'CI/CD' has become *deployment* — actual CI skills barely crack the top 10. The category is now platform automation.

Top 15 Claude skills for code review. The #1 and #2 entries are a paired workflow (receiving + requesting review) from obra/superpowers — install both together.

Top 15 Claude skills for content writing. SEO audit leads (92K signal, 4/5 quality); platform-specific writers (RedNote, multi-platform Chinese social, TikTok) dominate the rest.

Top 15 Claude skills for research work. Academic-paper skills lead by signal; last30days (#8, 5/5 quality) is the standout for actual customer/market research across Reddit, X, HN, Polymarket.

Top 15 Claude skills for database work. Supabase leads with two 5/5-quality skills; database vendors are publishing official skills as a competitive moat.

Top 15 Claude skills for debugging. Methodology beats tooling — the top 2 entries are systematic-debugging frameworks; tactical tools (log analyzers, Chrome DevTools) start at #4.

Top 15 Claude skills for frontend development. Anthropic's Frontend Design leads (119K signal, 3/5); the 5/5-quality pick is Impeccable — the only anti-AI-design-slop skill in the catalog.

Top 15 Claude skills for Git workflows. The #1 and #2 picks aren't about running git — they're about deciding *when* and *how* to integrate work. Worktrees lead the pack.

Top 11 Claude skills for pitch decks and presentations. The standout for investor pitches is #11 AI Presentation Maker — interview-driven generation tuned for pitch context.

Top 15 Claude skills for project auditing and health checks. SEO and website audits lead; security and UI audits round out the list. Two 4/5+ quality picks.

Slack and Discord skills for Claude Code — a 7-skill curated stack pulled from the Enterprise category, organized by use case (read, write, automate, monitor).

Top 15 Claude Code skills for testing and TDD. The #1 and #2 entries aren't test runners — they're TDD methodology skills at 4/5 quality, totaling 290K install signal.

Top 15 Claude skills for video production. Remotion dominates (4 entries); pixel-art at #1 is a tag-miscategorization with high Hermes signal.

Every official Anthropic-published Claude skill, ranked. All 11 carry a 5/5 quality score; Frontend Design is 57× more installed than the next entry.

Ranked guide to the 10 best free DevOps automation workflows in 2026, with install commands, real use cases, and a clear methodology.

Deep dive into OpenClaw's 7 workspace files: AGENTS.md, SOUL.md, TOOLS.md, IDENTITY.md, USER.md, HEARTBEAT.md, and MEMORY.md. Configuration-as-markdown explained.

Fifteen skills for building, running, and improving AI agents — ranked across 465 candidates. The dominant 2026 pattern: agent memory and self-improvement. 10 of the top 15 are about either remembering or evolving.

Fifteen Claude Code skills ranked for the day-to-day developer workflow — code review, debugging, git, testing, auth, frontend. obra/superpowers takes the top 3.

Twelve skills for the operational side of AI-assisted development — auto-updaters, MCP management, Docker, git, tmux. The top picks are about keeping your AI stack healthy, not deploying it.

Twelve skills for processing, transforming, and humanizing documents. The most installed: Summarize, at 171K signal. The most uncomfortable trend: three of the top 9 are AI-text humanizers.

Fifteen productivity skills ranked from 454 candidates. The category splits cleanly: meta-cognition (plan/execute) versus office-app integrations (Notion, PowerPoint, Lark). Both win.

Twelve security skills ranked. The most surprising finding: the top of the list isn't about securing your code — it's about securing the skills you install before they touch your code.

Ranked guide to the 10 best AI skills for startup founders, with install commands, real founder use cases, and a clear methodology.

RAG-based code search hits a wall at scale: the index is stale before it ships. Claude Code's grep-and-read approach trades upfront indexing for live traversal — and that tradeoff scales differently than most teams realize.

Anthropic's Founder's Playbook quietly settled an argument I've been having with founders for a year: which Claude surface do you use, when, and why. Here's the decoder, and what each one is structurally good and bad at.

Instructions that helped your old model can hurt your new one. Anthropic's Applied AI team just put a number on how often you should audit your CLAUDE.md, hooks, and skills — and gave two concrete examples of rules that aged badly.

The MVP stage has a second goal that almost nobody talks about: building in a way that doesn't accrue technical debt you'll struggle to pay off. Anthropic's playbook names the load-bearing tool that prevents that — and most founders skip it.

Ask AI for evidence supporting any idea and it'll find it. Anthropic's Founder's Playbook names this 'confirmation bias with a research engine' — and prescribes the exact antidote: structured adversarial thinking at every stage.

Most MVP guidance talks about what to build. Anthropic's Founder's Playbook does something rarer: it names five specific failure modes by name, and prescribes the antidote to each. Worth taping to your wall.

Anthropic's new Founder's Playbook makes an argument I've been waiting to see in print: the wall between people who can build and people who can sell is gone. The founder identity model that survives 2026 is the one that adapts to that.

When AI removes the engineering moat that used to defend startups, what's left? Anthropic's Founder's Playbook names four — accumulated depth, behavioral data, codified domain expertise, and workflow lock-in. Each is a separate compounding move.

Wang Jianshuo shipped a Chinese-podcast-to-YouTube-Shorts pipeline as 15 single-purpose Claude Code skills. The interesting part isn't the result — it's the design.

At the MVP stage, the founder being in every loop is an asset. At Launch, the same instinct becomes the constraint that stalls the company. Anthropic's playbook names the transition and prescribes the audit.

Anthropic's enterprise team is direct: for multi-language codebases, Language Server Protocol integration is one of the highest-leverage investments you can make. One enterprise rolled it out org-wide before opening Claude Code access. Here's why.

The founders who mis-identify early traction as product-market fit are typically the same ones who started tracking data after launch. Anthropic's Founder's Playbook prescribes the inversion — and the two tests that actually distinguish signal from flattery.

Wang Jianshuo spent five years trying to build AI video editing. Claude Code reproduced his progress in a night. Then he tore the codebase down and rebuilt it as 15 verbs. Here's why.

42% of startups die because they built something nobody wanted. Anthropic's new Founder's Playbook is direct: agentic coding makes that failure mode MORE likely, not less. Here's why, and what to do about it.

Bottoms-up adoption gets you to 30% engagement. Then it stops. Anthropic's Applied AI team just named the missing piece: a directly responsible individual for the Claude Code configuration. Most orgs don't have one.

Anthropic's Applied AI team published their patterns from enterprise rollouts. The headline finding: the ecosystem around the model — the harness — determines outcomes more than the model itself.

Anthropic's Founder's Playbook closes with one line that summarizes the entire AI-native startup era: 'The bottlenecks are no longer what you can build, but what you choose to build.' That sentence reframes the founder's craft.

Ranked guide to the 10 best free design-focused AI agents in 2026, with install commands, real use cases, and clear methodology.

Learn how to build AI agents without writing code using OpenClaw workspace files. Configure personality, memory, and skills in plain English markdown.

Ranked guide to the 10 best security-focused AI agents in 2026, with install commands, real use cases, and clear methodology for every pick.

Week 19 of Claude Code (v2.1.128–v2.1.136) lets you load plugins directly from a .zip archive or a URL. Combined with worktree.baseRef and auto-mode hard-deny rules, distribution and safety took a step up together.

Claude Code's /ultrareview command opened as a public research preview in Week 17 (April 2026). A fleet of bug-hunting agents runs in the cloud and findings land back in your CLI. Here's how to use it well.

Week 16 made Claude Opus 4.7 the default on Max and Team Premium and introduced the xhigh effort level. Here's what xhigh actually does, when to use it, and how the new /effort slider changes day-to-day work.

Hermes Agent v0.13.0, tagged v2026.5.7, ships durable Kanban, a persistent /goal, Checkpoints v2 with /rollback, gateway auto-resume, post-write linting, and eight P0 security fixes.

Hermes v0.13.0 ships Checkpoints v2 — structured snapshots of agent state, taken automatically before destructive actions, that you can return to with /rollback. Here's how it changes how you delegate.

OpenClaw's May 2026 release focuses on the unglamorous parts of agent reliability — computed status, false-success prevention, credential boundaries, plugin verification, and stale context invalidation. Here's what each change buys you.

OpenClaw's April 2026 release added provenance to every memory item — who said it, when, in what context, from which provider. Here's why memory provenance changes how an agent reasons.

OpenClaw's April 2026 cycle added TaskFlow orchestration — durable, inspectable flows that survive crashes, restarts, and human handoffs. Here's why it's the single most structurally important update of the year.

OpenClaw and Hermes Agent are the two leading open agent runtimes of 2026. They look similar from a distance and diverge sharply up close. Here's the head-to-head, post-May 2026 updates.

OpenClaw, Hermes Agent, and Claude Code are often pitched as alternatives. They aren't. Each is shaped for a different job. Here's the 2026 three-way comparison after the May releases.

A ranked beginner-friendly guide to the 10 best Claude Code skills to install first in 2026, with install commands and clear use cases.

A ranked list of the 10 best free automation workflows in 2026, with install commands, real use cases, and the methodology behind every pick.

Seven proven strategies to generate revenue with OpenClaw AI skills, from automation services to micro SaaS. Real business models, not theory.

A ranked list of the 10 best AI agents for engineering teams, with install commands, real use cases, and a clear methodology behind every pick.

Ranked guide to the 10 best free marketing AI agents in 2026, with install commands, real use cases, and a methodology you can trust.

Ranked guide to the 10 most useful Claude Code workflows in 2026, with install commands, real use cases, and selection methodology.

Compare three OpenClaw hosting options: self-host, Agent37 managed hosting, and VPS with Docker. Pricing, security, and performance breakdown.

The definitive ranked list of the 10 best AI agents for software developers in 2026, with install commands, real use cases, and selection criteria.

A ranked guide to the 10 most useful free OpenClaw skills you can install today, with use cases, install commands, and selection criteria.

50 articles across two series — AI agents and ClawFlows workflows. Here's what we learned, what surprised us, and where the automation frontier is heading.

Why every knowledge worker should install ten AI agents this week, and how to pick the right ones for your role.

The build-packing-list ClawFlows workflow generates trip-specific packing lists from destination, weather, duration, and activities. Deep dive.

Compare all 12+ AI providers supported by OpenClaw including Claude, GPT, Grok, Kimi, and more. See which model fits your use case best.

The agency-agents support lineup: tier 1, tier 2, customer success, and documentation specialists for growing SaaS.

Why does activate-focus-mode work when willpower doesn't? The psychology of ritual, pre-commitment, and friction in automation design.

The agency-agents paid media roundup: Meta Ads, Google Ads, TikTok, LinkedIn, and programmatic display specialists.

How OpenClaw delivers AI through WhatsApp, Telegram, Slack, Discord, and 4 more channels. Architecture, setup, security, and what it means for skill deployment.

A thorough review of the Blockchain Security Auditor agent, including what it catches, what it misses, and how to use it on real smart contracts.

Zapier is great for non-technical users. ClawFlows is built for developers who want text-based, version-controlled, self-hosted automation.

A step-by-step tutorial for authoring a new agency-agent, including structure, tuning, and publishing to the community.

The check-dependencies ClawFlows workflow audits your NPM and package dependencies for security issues, outdated versions, and license problems.

A roundup of ClawFlows workflows for digital hygiene — session clearing, OAuth revocation, cookie cleanup, and the routines that protect your privacy.

The agency-agents academic lineup: thesis advisors, citation managers, literature reviewers, and grant writers for grad students.

Step-by-step tutorial for shipping a working voice AI agent using the official ElevenLabs voice-agents skill. Covers persona, tools, streaming, and turn-taking.

Step-by-step guide to installing OpenClaw, choosing a model provider, configuring a messaging channel, and sending your first AI-powered message.

The build-changelog ClawFlows workflow generates release notes from Git history in under a minute. Here's how it works and why it's my favorite dev workflow.

ElevenLabs published a first-party Agent Skills bundle covering voice, transcription, music, and sound effects. It's a preview of how vendors will ship to AI coding agents.

Creating AI skills is solved. Distributing them is not. The SKILL_SEARCH flag confirms skill discovery is the next strategic layer in AI development.

The agency-agents spatial computing lineup for AR, VR, and WebXR builders, including Vision Pro, Quest, and WebXR specialists.

How to combine ElevenLabs' text-to-speech, speech-to-text, music, sound-effects, and voice-isolator skills to handle podcasting, video, gaming, and accessibility work without leaving Claude Code.

Most ML papers can't be reproduced by the labs that published them. This skill turns paper reproduction into a structured 4-step workflow — and surfaces exactly where the gap is.

Microsoft's Azure AI Foundry skill is the 3rd most-installed on skills.sh. That number is a dispatch from the real world of enterprise AI adoption.

Better Auth's 43K installs in a short window suggest the current constraints — framework-agnostic, TypeScript-first, self-hostable — weren't covered by existing solutions.

The caveman skill compresses prompts into minimal, primitive English — and when the agent performs identically on 46% fewer tokens, you learn what information wasn't actually there.

Every new requirement adds a prop to the parent, which propagates to the children, which needs null checks. Vercel's Composition Patterns encodes the specific patterns that stop it — not as a blog post, but as running instructions.

Convex's pitch: write server functions, subscribe from the client, get real-time updates automatically. The agent skill is how the Convex team corrects for generic backend assumptions.

The coreyhaines31/marketingskills copywriting skill is a structured framework — Hormozi-style, benefit-led, metric-heavy. 82.5K installs on a skill that treats writing as a repeatable system.

The Emil Kowalski Design Engineering skill packages his micro-interaction sensibility as agent instructions. The claim it makes — that taste is encodable in repeatable patterns — is a bold one worth examining.

Every codebase has an implicit design system locked in component files. Extract Design System reads them all at once and makes the invisible explicit.

find-skills from vercel-labs has 1.3M installs — more than any coding or workflow skill. What it says about where AI agent tooling actually is right now.

When a company the size of Google chooses Agent Skills as the distribution mechanism for developer knowledge, it's worth asking why — and what they're signaling about the future of docs.

Firecrawl turns a URL into clean markdown in one call. The shift isn't technical — it's a conceptual reframe of what the web is.

GitHub Actions Docs from xixu-me ships 77.9K installs because the official docs are written for linear reading but agents need random access. The skill is essentially a well-indexed version of what your agent already half-knows.

The agent skills wrapping Google Stitch encode something more useful than how-to: the design → generate → refine → design again cycle that makes Stitch actually work.

Most code review is polite. Grill Me is not. It finds every assumption you made and every edge case you didn't handle — and the reason it works is there's no relationship to protect.

Lark has 23 agent skills covering documents, calendar, IM, spreadsheets, approvals, and OKRs. The breadth is telling.

marketing-psychology from coreyhaines31 puts behavioral science frameworks — reciprocity, social proof, scarcity, authority — into a skill with 60.7K installs. The uncomfortable question it raises.

The Neon agent skill isn't documentation. It's the Neon team telling your AI how to use Neon the way Neon intended.

A flaky test costs CI time, interrupts your flow, and eventually gets marked .skip. Currents builds Playwright tooling professionally — what they encoded is what breaks production test suites.

react-best-practices ships 40 React performance rules as agent instructions rather than documentation. Blog posts expire. Skills run on every edit.

The React Native Guidelines skill has 103K installs because web developers keep making the same category error: treating mobile as a subset of web.

Remotion's thesis is that animation timelines and React component trees are isomorphic. The best practices skill is the logical extension of that thesis.

The Sentry CLI skill lets your agent create releases, tag deployments, and query issues — turning error tracking from something you do after things break into part of shipping.

The most-installed marketing skill on the platform does a full SEO audit in a single prompt. The surprising insight isn't the speed — it's that 200 checks were codifiable at all.

The shadcn/ui Expert skill formalises what the library's design always implied — copy-paste components, no package lock-in, composable primitives are architecture for agent operation.

supabase-postgres-best-practices encodes the query patterns the Supabase team sees go wrong in production — N+1s, missing indexes, unnecessary realtime. The library is fine. The patterns aren't.

The discipline of writing the test first keeps reasserting itself because it enforces something most developers skip: defining the contract before writing the code.

The Advanced TypeScript Types skill from wshobson/agents injects knowledge that doesn't come up in tutorials but routinely comes up in production code — conditional types, mapped types, infer.

web-design-guidelines from vercel-labs ships 100 UI rules as agent instructions. The difference between a style guide and a skill is when the knowledge gets applied.

The website audit skill compresses a consultant's checklist into a prompt. The interesting question isn't whether it replaces the consultant — it's what changes when the audit is free.

Cron jobs, shell scripts, and ClawFlows workflows all automate tasks — but they're designed for different problems. Here's how to choose.

The agency-agents game development lineup: engine specialists, level designers, narrative writers, and the rest of your indie studio.

Step-by-step guide to authoring your first ClawFlows workflow. Structure, steps, state, error handling, and how to test it locally.

A deep review of the Product Manager agent from agency-agents: PRDs, prioritization, stakeholder management, and where it falls short.

ClawHub hosts 13,000+ skills for OpenClaw. Here's how the registry works, how skills are structured, and what its rapid growth means for the AI skill economy.

32 build-time feature flags reveal Claude Code's roadmap: voice mode, web browsing, skill search, self-hosting. Here's what each signal means for builders.

The Health category in ClawFlows includes medication-reminder, workout-log, and sleep-tracking workflows that quietly maintain your health routines.

The agency-agents testing lineup: unit, integration, E2E, accessibility, and load testing specialists for modern software teams.

The brainstorming skill from obra/superpowers enforces a hard gate before any code gets written — and that constraint turns out to be the most productive thing you can add to your workflow.

The executing-plans skill from obra/superpowers draws a sharp line between the planning session and the implementation session — and holding that line turns out to be harder than it sounds.

The gap between 'implementation complete' and 'work integrated' is where branches go to die — and most engineers never develop a consistent protocol for crossing it.

using-git-worktrees isn't a workflow convenience — it's the physical infrastructure that makes running multiple agents simultaneously coherent rather than chaotic.

Performative agreement in code review feels like good collaboration but it's actually a form of technical negligence — and the superpowers skill names it clearly.

The moment you frame a code review request determines the quality of feedback you get — and most developers frame it wrong by default.

Most debugging sessions fail not because the problem is hard, but because engineers skip the investigation and go straight to fixes — a habit that compounds.

using-superpowers isn't a capability — it's the operating system for every other skill, and using it changes how you orient before any task.

The verification-before-completion skill from obra/superpowers treats unverified completion claims as dishonesty — and the more I've used it, the more I think that framing is exactly right.

The writing-plans skill from obra/superpowers produces implementation plans detailed enough that a skilled developer with zero codebase context could execute them — and that constraint teaches you something about how well you actually understood the work.

writing-skills forces you to separate what you know from what you've proven — and that gap reveals whether your expertise is reusable or just locally-applicable habit.

The docker-cleanup ClawFlows workflow reclaims disk space by pruning unused Docker images, containers, and volumes — safely and on a schedule.

The full roster of sales specialists in the agency-agents library, mapped to the stages of a modern B2B sales cycle.

gstack's CSO skill runs a 14-phase security audit across your entire codebase. What it finds — and what most solo builders never think about — is the uncomfortable part.

Garry Tan claims he ships at 810× his 2013 pace while running YC full-time. The math is in the tooling. Here's how gstack's 35 skills make that number possible.

gstack's investigate skill enforces a root-cause-first debugging protocol. The real insight is about the mental habit it builds — and why most developers never develop it.

gstack's office-hours skill doesn't help you build faster. It helps you build the right thing by forcing the questions most founders are afraid to ask.

gstack's ship skill automates the release pipeline. But the real value is what it reveals about why builders stay stuck at 90% done.

A detailed comparison of OpenClaw and Claude Code across architecture, model flexibility, extensibility, messaging channels, and security models.

Using Hermes's Daytona backend to give every agent task a fresh workspace. Walkthrough, contrast with Docker, and when clean rooms are worth the slower start.

The check-email ClawFlows workflow triages your inbox, flags what matters, archives the noise, and drafts replies to the obvious ones.

Meet the Agents Orchestrator, the specialized agent that coordinates the other 149 agents in the agency-agents library.

Both Hermes and Claude Code support lifecycle hooks. The events, the execution model, and the debugging experience differ — here is how to pick the right one.

ClawFlows workflows compose skills into routines. Here's the architecture — how workflows call skills, pass state, and handle errors across steps.

Context compaction silently reshapes your skill's output. Learn token budgets, auto-compact triggers, and design patterns for skills that survive compression.

The three cost levers that keep Hermes agents from burning your API budget: turn caps, hard USD limits, and a fallback model chain that downgrades on failure.

Step-by-step guide to installing agency-agents in GitHub Copilot, including workarounds for Copilot's single-instructions limitation.

A toolset comparison between Hermes and Claude Code. Hermes ships 47 built-in tools for general agent work; Claude Code's narrower set is tighter for code.

Every Claude user has lived through session amnesia. Here's why it happens, why CLAUDE.md is a partial fix, and how Hermes solves it at the runtime layer.

A precise walkthrough for installing and invoking agency-agents inside Cursor, including Rules file format and common pitfalls.

A look at Hermes push-to-talk voice mode: 20-language support, the edge-tts output stack, Claude doing the reasoning, and where voice actually beats chat.

The Home & Life category in ClawFlows hides the best everyday workflows — meal planning, chore tracking, family handoffs, and household routines.

Using Hermes's delegate_task() to run several Claude instances in parallel, each with isolated context. A concrete CVE-triage example and notes on rate limits.

Self-improvement in Hermes is not model fine-tuning. It is the agent writing markdown SKILL.md files when it encounters a lesson worth remembering.

OpenClaw is an open-source personal AI assistant that runs locally, supports 12+ model providers, and has 13,000+ skills on ClawHub. Here's what you need to know.

Using Hermes's Modal terminal backend to run Claude agents serverlessly. Cost math vs a VPS, cold-start tradeoffs, and when each model actually wins.

How Hermes Agent remembers between sessions: markdown files in ~/.hermes, FTS5 full-text search, LLM summarization, and agent-curated persistence.

Why persona-based agents consistently outperform ad-hoc prompt engineering, and what the shift means for how we use LLMs.

MCP connects to external services. Skills encode domain expertise. Together they form the complete AI extensibility stack. Learn when to build each.

Step-by-step setup for Hermes's Telegram and Discord gateways, with safe defaults (allowed_users), a YAML config template, and notes on the other six backends.

Configure Hermes to use Claude Sonnet 4.6 with provider aliases, credential sharing from Claude Code, and sensible fallback models.

Write a Hermes SKILL.md from scratch with the full frontmatter reference, layout conventions, and portability notes for Claude Code users.

The activate-sleep-mode ClawFlows workflow closes your day cleanly — charges devices, dims screens, silences notifications, and preps tomorrow.

A walkthrough of how Hermes distributes skills: the bundled library, the community Hub, install flow, permissions, and how this intersects with aiskill.market.

How agentskills.io became the markdown-native skill format shared across Hermes, Claude Code, Cursor, and Codex — and what it means for portability.

Stand up a persistent Claude agent on a $5 Hetzner or DigitalOcean VPS in under 15 minutes. Full install walkthrough with config.

A practical walk-through of Hermes's cron scheduler: YAML config, timezones, quota handling, and a worked example that posts a PR digest to Slack at 8am.

The pre-trip-automation and build-packing-list workflows from ClawFlows handle everything you forget before a trip. Here's how they work.

What it actually looks like to run a full-service agency where the specialists are Markdown files and the humans are orchestrators.

Hermes Agent is an open-source self-improving AI runtime from Nous Research. Here's what Claude Code users need to know about it in 5 minutes.

The audit-subscriptions ClawFlows workflow finds every recurring charge draining your accounts. Plus monthly spending reviews and tax-prep routines.

Meet the design specialists in the agency-agents library: UI designers, UX researchers, brand guardians, and illustrators.

Solo devs can't afford a security team. ClawFlows gives you automated security audit, password rotation, and breach-check workflows for free.

An in-depth review of the Security Engineer agent: what it catches, what it misses, and how to run it on every pull request.

UltraPlan and Plan Mode V2 turn AI planning into a dedicated compute layer. Skills that participate in the planning phase become dramatically more valuable.

The backup-photos and files workflows from ClawFlows automate what you keep forgetting to do. Here's how to set them up and run them on a schedule.

How a bootstrapped SaaS used the Growth Hacker agent to design, run, and measure 14 experiments in 30 days.

Claude Code's 3-layer permission model determines whether your skill runs smoothly or frustrates users with prompts. Here's how to build trusted skills.

The build-standup ClawFlows workflow generates your daily standup update from Git activity, issue tracker, and notes. Here's how it works and how to use it.

A complete tour of the 29 marketing specialists in the agency-agents library, from SEO strategists to growth hackers to brand guardians.

How multi-skill orchestrator systems use 13-14 sub-skills and 5 parallel agents to transform Claude Code into a business automation platform. Architecture deep dive.

ClawFlows ships 12 dev-focused workflows for engineers — check-dependencies, docker-cleanup, build-changelog, run-tests, and more. Here's the full roundup.

A tour of all 26 engineering specialists in the agency-agents library, from backend architects to incident commanders and everything in between.

A clear taxonomy of the three AI building blocks: agents, skills, and workflows, with concrete examples and when to use each.

From contract review to cold outreach, these 4 Claude Code skills by zubair-trabzada cover legal, marketing, sales, and SEO — with 55 sub-skills and 20 parallel agents.

The morning-briefing ClawFlows routine assembles your calendar, priorities, news, and weather into one briefing. Here's how it works and how to customize it.

Complete install guide for ClawFlows — 113 open source workflows for OpenClaw. Prerequisites, one-command install, and the first five workflows to run.

Step-by-step install instructions for agency-agents on Claude Code, Cursor, Copilot, Windsurf, Aider, Continue, Cline, and ChatGPT.

The GEO SEO Suite skill brings AI search optimization to Claude Code — citability scoring, crawler analysis, and platform-specific optimization for ChatGPT, Perplexity, and Gemini.

Hidden slash commands in Claude Code reveal what power users actually need: sharp, opinionated workflows. Here's what skill builders should learn from them.

The activate-focus-mode workflow from ClawFlows silences distractions, loads your context, and protects your deep work window. Here's how it works.

A line-by-line breakdown of the agency-agents Frontend Developer persona, plus tips for tuning it to your specific stack.

ClawFlows ships 113 open source automation workflows for OpenClaw — focus mode, standups, backups, security audits, and more. Here's the full overview.

Meet the agency-agents library: 150 production-ready AI specialists spanning 15 categories, installable in under a minute on Claude Code.

Claude Code's 43 built-in tools reveal an OS-like architecture. Understanding this system helps skill builders create more effective, tool-aware skills.

58+ ready-to-use DESIGN.md files let AI agents generate pixel-perfect UI matching Vercel, Linear, Stripe, and other top sites. Here is how it works.

Career-Ops scores job offers, generates ATS-optimized CVs, and scans 45+ company portals — all from a single Claude Code slash command. Here's how it works.

Multi-agent coordination is reshaping how skills get designed. Learn how team-aware skills, composability, and handoff patterns create new value for builders.

Deep dive into Claude Code's 18-species pet system: Mulberry32 generation, dual-layer architecture, 5-stat attributes, evolution mechanics, and how to roll for Legendary.

Persistent memory in AI agents creates entirely new categories of skills. Analyze what KAIROS-style systems mean for skill builders and the AI skills market.

Claude Code now has a virtual pet feature. Type /buddy to adopt one of 18 species across 5 rarity tiers. Here's how it works and how to roll for a Legendary.

CCLeaks claims to reveal hidden Claude Code features. Here is what persistent memory, multi-agent coordination, and modular AI signals mean for skill builders.

Original research report analyzing 1,000+ AI skills across multiple registries. Data on install trends, category distribution, quality scores, top skills by downloads, and predictions for the skill economy through 2027.

Learn how to give Claude Code persistent memory using the elite-longterm-memory, self-improving-agent, and ontology skills. Build an agent that remembers context across sessions.

Compare the Agent Browser and Playwright skills for Claude Code browser automation. Learn when to use each, their strengths, limitations, and how to choose for your use case.

Learn how the self-improving-agent skill works, how to install and configure it, and how to customize its feedback loops for your specific development workflow.

Learn how to use the ClawHub CLI to search, install, inspect, and manage Claude Code skills directly from your terminal. Full command reference with examples.

A complete guide to publishing a Claude Code skill on ClawHub. Covers the SKILL.md format, required metadata, validation, and CLI publishing steps.

A deep dive into the multi-search-engine ClawHub skill. Learn how it queries 17 search engines simultaneously, aggregates results, and why multi-source search dramatically improves AI research quality.

Learn how the proactive-agent skill changes Claude Code from a question-answering tool into an initiative-taking developer. Covers WAL integration, trigger configuration, and practical setup.

A roundup of ClawHub's top content creation skills — humanizer, nano-banana-pro, summarize, and PDF tools — with honest assessments of what each one actually does well and where the limits are.

The best ClawHub data skills for Claude Code — stock analysis, CSV processing, database querying, and visualization. A practical guide to adding real analytical capability to your AI agent.

A roundup of the best developer-focused ClawHub skills for Claude Code — covering GitHub workflows, code review automation, skill vetting, and the tools that save the most time in a real dev environment.

A practical guide to ClawHub's security skills for Claude Code — skill-vetter, moltguard, and security audit tools that protect your environment, your codebase, and your data from real threats.

Explore the top ClawHub AI enhancement skills — self-improving-agent, proactive-agent, capability-evolver, auto-updater, and elite-longterm-memory — and learn how to make Claude Code genuinely adaptive.

A practical guide to ClawHub's communication skills for Claude Code — Slack, Gmail, Discord, and Telegram integrations that let your AI agent send messages, read channels, and act on notifications.

Every major AI coding assistant now has an extensibility story. Here's how OpenClaw, Claude Code, Cursor, and Windsurf approach plugins and skills — and who's winning the platform battle.

ClawHub and Tencent's SkillHub are now competing for the same developer audience. Here's how they differ on curation, licensing, business model, and where the ecosystem goes from here.

Tencent mirrored 25,000 MIT-licensed ClawHub skills without contributing back or asking permission. Legally correct. But the debate it started is about more than license terms.

Inside the ClawHub registry: how SKILL.md works, what 13,729 skills tell us about AI extensibility, and why this ecosystem grew faster than npm's first year.

From €100M exit to burnout to 220,000 GitHub stars: the story of how an Austrian developer built the most viral open-source AI project of 2025-2026 and then handed it to a foundation.

Tencent's SkillHub launched March 11, 2026 as a CDN-accelerated mirror for ClawHub's 25,000 AI skills. Here's what they built, why they built it, and what it signals for the global AI skill ecosystem.

Ranked by downloads with full descriptions: the top 25 ClawHub skills reveal what developers actually want from AI agents in 2026. The trends are not what you'd expect.

Create a voice-enabled RAG agent using CartesiaAI, AssemblyAI, LlamaIndex, and Livekit. Build conversational AI with real-time speech interaction.

Learn to build an AI skill that automatically generates comprehensive tests for your code, supporting TDD workflows and improving test coverage.

Learn to build a smart commit skill that analyzes git diffs and generates meaningful commit messages. A complete tutorial from concept to production.

Learn how to install, organize, update, and maintain AI skills effectively. Master skill lifecycle management for individual and team productivity.

Create a multi-agent deep research system using Linkup, CrewAI, and Ollama. Build agents that collaborate to research complex topics comprehensively.

Forward-looking analysis of AI skill marketplace evolution, examining market consolidation, monetization models, technical trends, and strategic opportunities through 2026.

In-depth comparison of Claude Code skill marketplaces and aggregators in 2025, including SkillsMP, Smithery, awesome-claude-skills repos, and emerging platforms.

Create an AI financial analyst using CrewAI, Ollama, and MCP servers. Build agents that analyze markets, evaluate investments, and generate reports.

Comprehensive comparison of GitHub Copilot and Claude Code extensibility ecosystems, analyzing skills, plugins, integrations, and developer experience.

Data-driven analysis of enterprise AI adoption patterns in 2025, covering deployment strategies, security requirements, ROI metrics, and lessons from Fortune 500 implementations.

Step-by-step guide to building a functional AI agent from scratch. Learn the core patterns, implement tools, and deploy your first agent.

Learn strategies for sharing AI skills across teams and organizations. Build a culture of skill contribution and maintain quality at scale.

Comprehensive analysis of the AI agent market in 2025, covering key players, adoption trends, and the five levels of agentic systems transforming enterprise software.

Compare testing and QA skills for Claude Code. From unit testing to E2E automation, find the right testing tools for your quality assurance needs.

Deep analysis of the obra/superpowers TDD skill for Claude Code. Learn what makes it exceptional and how to apply its patterns to your own testing workflows.

Master the Skill Creator plugin for Claude Code. Learn how this meta-skill helps you build commands, agents, and plugins with guided workflows and best practices.

Explore Claude Code skills for bioinformatics research. From sequence analysis to pipeline automation, discover AI-powered tools for computational biology.

Compare PDF processing skills for Claude Code. From simple extraction to complex document analysis, find the right PDF skill for your workflow needs.

Master Git workflow skills for Claude Code. From conventional commits to branch management and merge automation, streamline your version control workflow.

Learn to build a comprehensive PR reviewer skill using multiple specialized agents for security, performance, and code quality analysis.

Explore C-level advisor skills for Claude Code. Learn how CEO, CTO, CFO, and CMO advisor agents bring executive-level thinking to your development workflow.

Compare documentation generation skills for Claude Code. From API docs to architectural decision records, find the right documentation tool for your project.

Explore Claude Code skills for design systems and UI development. From component generation to accessibility audits, discover tools for creative development.

Compare the top 5 code review skills for Claude Code. From quick PR summaries to deep security audits, find the right review tool for your team's needs.

Automate repetitive development tasks with Claude Code skills. Learn practical workflow automation with real examples you can implement today.

Master TDD with Claude Code assistance. Learn to write tests first, let AI generate implementations, and build a reliable test-first workflow.

Build Claude Code skills that integrate with Slack. Send notifications, post updates, and keep your team informed automatically.

Learn to create a Model Context Protocol (MCP) server from scratch. Connect Claude Code to external tools, APIs, and services with this step-by-step guide.

A complete beginner's guide to installing your first Claude Code skill. Learn the installation process, verification steps, and troubleshooting tips.

Integrate Claude Code with GitHub workflows. Automate PRs, manage issues, and build custom actions with this comprehensive integration guide.

Learn to build an AI skill that automatically generates comprehensive documentation by scanning, analyzing, and synthesizing code information.

Create a Claude Code skill that generates comprehensive documentation. From API docs to READMEs, automate your documentation workflow.

Complete tutorial for creating and publishing your own Claude Code skill. Build, test, and share a production-ready skill in under an hour.

Build a retrieval-augmented generation system with agentic capabilities. Learn to combine CrewAI, Firecrawl, and LitServe for intelligent document retrieval.

Build a comprehensive code review automation skill. Learn to create AI-powered review workflows that catch bugs, enforce standards, and improve code quality.

Learn to build AI agents that work autonomously. This beginner's guide covers agent architecture, decision-making, and building your first working agent.

Master subagent orchestration patterns for parallel task execution in Claude Code. Learn fan-out, pipeline, and specialist patterns with practical examples.

Understand the Model Context Protocol (MCP), how it extends Claude Code with external tools, and when to use MCP vs skills for your workflows.

Master Claude Code skills: understand skill types, installation, SKILL.md format, and build your own custom skills to 10x your development workflow.

A practical decision framework for choosing between Claude Code commands, skills, and agents. Includes decision tree, use cases, and migration paths.

Master Git workflows for Claude Code skill development including branching strategies, versioning conventions, collaboration patterns, and CI/CD pipelines.

Learn how to test Claude Code skills effectively with unit tests, integration tests, and manual testing patterns for reliable AI-powered automation.

Complete specification for the SKILL.md format including all fields, best practices, and examples for different skill types in Claude Code.

Essential security practices for building Claude Code skills, including sandboxing, input validation, and guardrails for safe AI-powered automation.

Learn to build Claude Code plugins from scratch. Covers plugin.json structure, commands, skills, agents, hooks, and MCP integration with step-by-step examples.

Optimize Claude Code skill performance with context management, token optimization, caching strategies, and efficient tool usage patterns.

Master all Claude Code keyboard shortcuts and productivity tips. Learn navigation, editing, and power user techniques to dramatically accelerate your workflow.

Master Claude Code hooks for event-driven automation. Learn PreToolUse, PostToolUse, and Stop hooks with practical examples and security patterns.

Complete guide to deploying Claude Code skills in enterprise settings, covering SSO, team management, compliance, security frameworks, and governance.

Master debugging techniques for Claude Code skills including logging strategies, common error patterns, and systematic troubleshooting approaches.