skills-with-evals
claudeTen agent-architecture skills from claude-skills-library, each with trigger and outcome evals and a no-plugin baseline.
10 skills
The complete library of Agent Skills — AI agents & orchestration, MCP & SDKs, Oracle & cloud, frontend & animation, engineering workflow, content & brand, and creative production. Skills auto-activate when relevant.
Plugin claude-skills-library from marketplace claude-skills-library in frankxai/claude-skills-library. Commands read from the repo's manifest — today.
excellence-reviewMandatory excellence gates for Grok+ACOS. verification-loop, santa-method, gstack-qa, plan-reviews, repo-mastery, cso, rules-distill. Never ship without evidence (gstack screenshots, metrics). Use on any build/suggest/lead task.
harness-integrationACOS Grok bridge. SessionStart loads repo-mastery + excellence gates. PreToolUse enforces rules read + suggests harness (claude for plans). Uses gstack for QA, verification-loop/santa-method. Full .claude/ compat + native .grok/. Delegate via terminal when needed. Trigger: setup, harness, grok, exce
multi-harness-orchestratorAutomatically detect tasks suited for delegation to other agent harnesses (Claude Code as canonical, agy/antigravity, gemini, cursor, etc.). Leverage shared .claude catalog (skills, commands, agents, hooks, junctions for agy). Embody Frank DNA. Output exact delegation commands (e.g. claude -p "injec
repo-masteryMaster ACOS, FrankX, Starlight-Intelligence-System, arcanea, claude-code-config and full starlight/repos ecosystem. Architecture, skills/hooks/MCP map, harness integration points. Read CLAUDE.md/AGENTS.md/GROK.md first. Use MCPs (github, fs-starlight), gstack, subagents, grep, terminal. Excellence g
diagnosing-bugsFind the cause of a hard bug, outage or slowdown by building a red-capable feedback loop before forming any theory. Use when something is broken, failing, flaky, slow or keeps recurring, including machine-level problems such as lost logins, restarts or a gate that fails open.
doubt-driven-developmentCross-examine a non-trivial decision with a fresh, adversarial reviewer before it stands, ideally a different model family. Use before committing branching logic, a boundary change, a safety or idempotence claim, an irreversible step (deploy, migration, merge, public claim), or any confident stateme
source-driven-developmentGround framework, SDK and API code in the current official docs before writing it, and cite them. Use before code against an external package, CLI or cloud API, when reviewing a PR that uses one, or before stating a version, price, model fact or security advisory.
to-specTurn what has already been discussed into a spec and file it as a GitHub issue on the product repo, without interviewing the user again. Use when the user says write this up as a spec, open an issue for this, or turn this into a ticket, after the decisions are made.
agent-harness-constructionShape an agent's tools, observations, and recovery without adding a second coordinator. Use when defining a tool, a skill, a hook, or a worktree lane.
context-budgetCount what a session loads before adding another skill or MCP server. Use when the default prompt is heavy, a new server is about to be enabled, or a skill has never been invoked.
cost-aware-llm-pipelinePick the smallest model that can finish the task, and record the class of work. Use when routing a search, a multi-file edit, or an architecture review, or when a weekly model cap is close.
santa-methodSend a finished change to two reviewers who did not write it, using one rubric, and stop after three rounds. Use before a public page, a priced artifact, or a pull request that changes behavior.
search-firstLook for an existing repo, package, and skill before writing a new one. Use when starting a feature, adding a dependency, or about to create a folder or utility on Frank's machine.
security-reviewScan a port or a diff before it lands, and apply the narrow deny list for this machine. Use before copying upstream skills, hooks, or commands into a repo or into the live Claude directory.
strategic-compactWrite what worked, what failed, and what is still open to a file, then compact at a phase boundary. Use when a long session is about to cross from research into editing, or from a finished milestone into the next task.
verification-loopAfter a feature or refactor on this Windows estate, run six checks in order and write a PASS or FAIL note before a draft pull request. Use when work is about to be committed, pushed, or handed to another harness.
acos-metaACOS self-description and configuration skill. Documents how ACOS works, how to extend it, how to add new skills/commands/agents, and how to debug the hook system. Use when building new ACOS capabilities, understanding the system architecture, or onboarding to ACOS for the first time.
acos-visual-genGenerate research-grounded visuals using the InfoGenius pipeline. Use when creating infographics, diagrams, educational visuals, or any image that benefits from factual accuracy. Supports 8 visual styles (3D, technical, minimalist, photorealistic, futuristic, vintage, cartoon, standard) and 4 audien
agent-hygieneThe quality bar for any agent working on agent definitions, skills, commands, hooks, AGENTS.md or CLAUDE.md, in any repo and any harness. Use at session start, before editing a file under .claude/agents, agents/, .claude/commands or any SKILL.md, before handing work back, and whenever choosing which
agentic-jujutsuQuantum-resistant, self-learning version control for AI agents, with ReasoningBank intelligence and multi-agent coordination. Use when designing agent memory/versioning, coordinating multiple agents over shared state, or building experience-replay and learning loops into an agentic system.
agentic-orchestrationPatterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems. Use when designing how multiple agents coordinate — splitting up tasks, defining handoffs, or choosing an orchestration topology.
ai-architect-newsletterGenerate high-quality AI Architect newsletters with latest AI news, research integration, and visual design. Use when creating newsletters, researching AI developments, synthesizing AI news for architects, or distributing intelligence reports. Covers AI model releases, research papers, tool launches
ai-architect-reviewReview the architecture of a system that calls a language model. Use when adding an agent loop, a retrieval path, a tool surface, or an MCP server to a codebase; when a system that worked in a demo is being prepared for production; or when asked to audit, review, or plan AI/agent architecture. Check
ai-architectureExpert guidance on multi-cloud architecture, cost analysis, and technical decision-making for AI platforms across AWS, GCP, Azure, and OCI. Use when comparing clouds, estimating infra cost, or making build-vs-buy and architecture trade-off decisions for an AI product.
animejsAnime.js adapter patterns for HyperFrames. Use when writing Anime.js animations or timelines inside HyperFrames compositions, registering animations on window.__hfAnime, making Anime.js seek-driven and deterministic, or translating Anime.js examples into render-safe HyperFrames HTML.
algorithmic-artCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avo
artifacts-builderSuite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts. Use when bu
brand-guidelinesApplies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
canvas-designCreate beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
docxComprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tra
internal-commsA set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident rep
mcp-builderGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
pdfComprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
pptxPresentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
slack-gif-creatorToolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".
theme-factoryToolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly. Use when styling slides, docs, report
webapp-testingToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. Use when testing or debugging a local web app, verifying frontend behavior, or capturing browse
xlsxComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing dat
arcanea-book-coverDesign and generate premium book covers using NB2 (Nano Banana 2 / Gemini 3.1 Flash Image) with deep thinking about book tension, emotion, and genre. Pulls from top book cover design principles (Chip Kidd, Peter Mendelsund, Coralie Bickford-Smith). Auto-activates when user requests book cover, cover
arcanea-infogeniusVisual intelligence system for generating on-brand infographics, diagrams, and imagery with the Arcanea Gates color and composition framework. Use when creating branded infographics, explainer visuals, or diagrams that must follow the Arcanea visual system.
arcanea-metaArcanea ecosystem self-description. Use when asked about the system map, where things live, canonical locations, how to add a skill/command/agent/hook, how to absorb a repo, or what's installed. Trigger phrases: arcanea meta, system map, where does X live, add a skill, absorb a repo, what's installe
book-publishingMulti-book content, voice, and production workflows for nonfiction authoring. Use when planning a book, maintaining consistent voice across chapters, structuring a manuscript, or running an end-to-end publishing pipeline.
brand-voiceApply and enforce brand voice across all content creation. Manages voice attributes, tone adaptation by channel, style rules, and terminology. Use when writing content, reviewing drafts, or defining brand voice for a new project. Loads voice config from CREATOR.md or creator-memory/voice.md.
cacosClaude Agentic Creator OS — a native Claude Code implementation of the creator operating system. Use when setting up, extending, or operating ACOS-style skills, agents, and commands directly inside Claude Code.
claude-sdkBuild autonomous AI agents with the Claude Agent SDK — computer use, tool calling, MCP integration, and production best practices for Anthropic models. Use when writing agent code against the Claude/Anthropic SDK, wiring tools or MCP servers, or hardening an agent for production.
contribute-catalogAuthor a new HyperFrames registry block (caption style, VFX block, transition, lower third) or component (text effect, overlay, snippet) and ship it as an upstream PR to the hyperframes repo. Use ONLY when the user wants to CONTRIBUTE to the public catalog — for in-project caption/transition authori
content-strategyStrategic content planning with pillar mapping, editorial calendars, and SEO optimization. Use this skill when planning content, managing editorial calendars, auditing existing content, or developing content pillar strategies.
creator-metaCreator-agnostic operating-system substrate. The abstract layer model + decision tree + brand-discipline framework that any creator can inherit and specialize. Use when designing a new creator's repo structure, asking 'what layer does X belong to?', booting a new creator's Claude Code config, or rea
creator-productivityTask management and workspace memory for creative work sessions. Manages a TASKS.md file for project tracking, a two-tier memory system (CREATOR.md + creator-memory/), and a daily sprint structure. Use when organizing creative projects, tracking content tasks, or starting a focused work session.
css-animationsCSS animation adapter patterns for HyperFrames. Use when authoring CSS keyframes, animation-delay based timing, animation-fill-mode, animation-play-state, or CSS-only motion that HyperFrames must seek deterministically during preview and rendering.
defuddleExtract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page. Do NOT use for URLs ending in .md — tho
design-asset-intakeTriage an external GitHub design/UI/motion/shader library before wiring it into any site's design system. Use when someone shares a "free design asset library" repo/link (social media, a README, a tweet), when deciding whether to npm-install, vendor-copy, or just study a repo, or when logging a new
excellence-book-writingHigh-quality nonfiction writing patterns for structure, clarity, narrative flow, and editorial polish. Use when drafting or revising long-form nonfiction, tightening chapters, or raising prose from competent to excellent.
feynman-thinkingTransform Claude into a Feynman mentor. Focuses on simple explanations, architectural models, Socratic questioning, and stripping away unnecessary complexity. Triggers on: feynman, feynman alignment, explain simply, explain architecture, explain logic, explain concept, build mental model.
framer-expertExpert Framer design and development — interactive prototypes, production sites, Framer Motion, CMS integration, and the Framer MCP server. Use when building or styling Framer sites, animating with Framer Motion, or wiring Framer CMS/MCP.
frankx-daily-executionExecutes Frank's daily workflow using the FrankX agent system, Starlight Intelligence, and productivity methods. Use when planning Frank's day, running a focused work sprint, or turning intentions into a concrete execution plan.
github-code-reviewComprehensive GitHub pull-request code review with multi-agent coordination. Use when reviewing a PR or diff, auditing changes for correctness/security/style before merge, or generating actionable inline review comments.
github-multi-repoMulti-repository coordination, synchronization, and architecture management across many GitHub repos. Use when changes span several repositories, keeping repos in sync, or planning cross-repo architecture and dependency work.
github-project-managementGitHub project management with issue tracking, project-board automation, and sprint planning. Use when triaging or organizing issues, automating a project board, planning a sprint, or running release/roadmap coordination on GitHub.
github-release-managementGitHub release orchestration — automated versioning, testing, deployment, and rollback. Use when cutting a release, tagging a version, drafting release notes, or coordinating a deploy/rollback workflow.
greek-philosopherChannel ancient wisdom through Socratic questioning, Stoic principles, and philosophical inquiry to examine life's deepest questions with poetic eloquence and timeless insight. Use when examining a life decision, seeking Stoic perspective on adversity, or wanting Socratic questioning of an assumptio
gsapGSAP animation reference for HyperFrames. Covers gsap.to(), from(), fromTo(), easing, stagger, defaults, timelines (gsap.timeline(), position parameter, labels, nesting, playback), and performance (transforms, will-change, quickTo). Use when writing GSAP animations in HyperFrames compositions.
gym-training-expertApply cutting-edge exercise science from 2025 research on hypertrophy, progressive overload, biomechanics, and evidence-based training protocols for optimal strength and muscle development. Use when designing a training program, choosing exercises and progression, or applying evidence-based hypertro
health-nutrition-expertApply cutting-edge 2025 nutrition science on longevity, metabolic health, gut microbiome, and evidence-based dietary patterns for optimal vitality and disease prevention. Use when planning a diet, evaluating a nutrition claim, or applying evidence-based guidance on longevity, metabolic, and gut heal
higgsfield-generateGenerate images/videos via Higgsfield AI. Default: GPT Image 2 for images/design/text, Seedance 2.0 for video, Nano Banana 2/Pro for character/reference image work, Marketing Studio for ads with avatars/products/hooks, settings, plus Soul V2/Cinema/Cast/Location and Kling 3.0. Use when: "generate an
higgsfield-marketplace-cardsGenerate marketplace product image cards through Higgsfield: compliant main image, secondary product images, and A+ style content modules. Use when the user asks for marketplace listing images, product detail cards, secondary product images, product infographics, lifestyle listing shots, A+ style co
higgsfield-product-photoshootGenerate brand-quality product images through Higgsfield product-photoshoot prompt enhancement on GPT Image 2 / gpt_image_2. Entry point for professional brand/product visuals. Use when: "product photo", "studio shot", "lifestyle image", "Pinterest pin", "hero/banner", "carousel", "ad creative", "Me
higgsfield-soul-idTrain a Soul Character — a personalized model on a person's face that Higgsfield uses for identity-faithful image and video generation. Use when: "create my Soul", "train my face", "make my digital twin", "build me an avatar", "learn my appearance", "create a character of me", "set up identity for v
hive-mind-advancedQueen-led collective-intelligence coordination with consensus mechanisms and persistent shared memory. Use when orchestrating a large swarm of agents under a lead coordinator, building consensus across agents, or maintaining durable cross-agent memory.
hooks-automationConfigure and automate Claude Code hooks in .claude/settings.json (PreToolUse, PostToolUse, UserPromptSubmit, Stop, SubagentStop, SessionEnd). Use when setting up Claude Code hooks to auto-format files after edits, run pre-commit or safety checks before Bash commands, guard secrets or protected file
hyperframes-cliHyperFrames CLI dev loop — `npx hyperframes` for scaffolding (init), validation (lint, inspect), preview, render, and environment troubleshooting (doctor, browser, info, upgrade). Use when running any of these commands or troubleshooting the HyperFrames build/render environment. For asset preprocess
hyperframes-mediaAsset preprocessing for HyperFrames compositions — text-to-speech narration (Kokoro), audio/video transcription (Whisper), and background removal for transparent overlays (u2net). Use when generating voiceover from text, transcribing speech for captions, removing the background from a video or image
hyperframes-registryInstall and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, compo
langgraph-patternsProduction-grade agentic workflows with LangGraph — graph orchestration, state machines, human-in-the-loop, and advanced control flow. Use when building or debugging a LangGraph app, modeling agent state, or adding checkpoints and human approval steps.
loop-designerCompile a goal into a durable, file-backed agent loop — a .loop/<name>/ charter any coding agent (Claude Code, Codex, Gemini, Grok) can execute unattended. Use when the user wants to "build a loop", "design a loop", "run X continuously/24-7", "make an agent keep working on Y", automate recurring wor
loop-orchestratorOperate a fleet of durable agent loops under .loop/ — schedule which loop runs next, assign agents to roles (maker vs checker), enforce promotion gates from propose-only to write access, allocate budgets, detect stalled or dead loops, and roll up fleet status into one report. Use when asked to "run
loop-runnerExecute exactly one disciplined iteration of a designed loop from .loop/<name>/ (LOOP.md charter + state.json + journal.md). Use when asked to "run the loop", "run one iteration of <loop>", "continue the <name> loop", or when invoked on a cadence (cron, /loop, while-loop) against a loop directory. W
lottieLottie and dotLottie adapter patterns for HyperFrames. Use when embedding lottie-web JSON animations, .lottie files, @lottiefiles/dotlottie-web players, registering instances on window.__hfLottie, or making After Effects exports deterministic in HyperFrames.
mcp-2025-patternsCurrent best practices for Model Context Protocol server design, implementation, and integration, including multi-server orchestration, security, and performance. Use when designing an MCP server, choosing transport/auth, or reviewing an MCP integration for 2025+ patterns.
mcp-architectureDesign and implement Model Context Protocol servers with resources, tools, prompts, and security best practices. Use when architecting an MCP server, modeling its resources/tools/prompts, or integrating a service as an MCP endpoint.
memory-prunemodel-routingnextjs-agent-teamnextjs-expertnextjs-react-expertnextjs-upgrade-assistantoci-drawio-icon-nativeoci-services-expertopenai-agentkitopus-extended-thinkingoracle-adkoracle-agent-specoracle-ai-architectoracle-confidentialityoracle-database-expertoracle-solution-designpair-programmingpartner-anthropicpartner-arrowpartner-googlepartner-nvidiapartner-vercelperformance-analysisproduct-management-expertprompt-hubreasoningbank-agentdbreasoningbank-intelligenceremotion-to-hyperframessiskill-buildersocial-media-strategysparc-methodologyspartan-warriorstarlight-chroniclestream-chainsuno-ai-masterysuno-prompt-architectswarm-advancedswarm-orchestrationtailwindcreator-intelligencethreetodo-disciplineui-ux-design-expertv-swarmverification-qualityvideo-production-workflowwaapiweb-design-expertwebsite-to-hyperframesworker-benchmarksworker-integrationestate-guardfilm-release-gateroutine-contractnextjsreactshadcntailwindcssanimation-vocabularyapple-designbrandkitcore-web-vitalsemil-design-engextract-design-systemfind-animation-opportunitiesgpu-surfaceimage-to-codeimprove-animationsreview-animationsui-ux-pro-maxvisual-proofweb-design-guidelinesweb-release-gateweb-stewardTen agent-architecture skills from claude-skills-library, each with trigger and outcome evals and a no-plugin baseline.
10 skills
GenCreator / FrankX creator OS: five practices for starting work safely, reviewing a diff, writing in a stated voice, running the checks, and a clean handoff.
5 skills · 1 command
Starlight: design one accountable AI department, practise agent evaluation and verify workflow evidence, with a local MCP practice server.
5 skills · 1 MCP server
Starlight: practice with public Academy teaching guides, source-backed challenges and feedback inside your own conversation.
4 skills · 1 MCP server
Spend fewer tokens without lowering the ceiling: a router skill, a measurement protocol, a doctor/bench CLI and a fail-open RTK hook for shell output.
2 skills · hooks
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Official Next.js skills: adopt and optimize Cache Components, adopt Partial Prefetching, and verify runtime behavior against a running dev server.
6 skills
Talk like caveman. Cut filler. Keep technical details explicit.
22 skills · 1 command · 3 agents · hooks
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.
1 skill
This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.