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24,390
总 Skills
87.2M
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# Skill 仓库 描述 安装量
151 ai-music agentspace-so/runcomfy-agent-skills
AI Music Generate AI music on RunComfy through one CLI — vocal songs, instrumentals, jingles, game loops, multilingual covers. This skill picks the right model from the RunComfy catalog based on the user's actual intent and ships the documented prompting patterns + the exact runcomfy run invoke for each. runcomfy.com · Audio models · CLI docs Install this skill npx skills add agentspace-so/runcomfy-agent-skills --skill ai-music -g Powered by the RunComfy CLI 1. Install (one of — see runcomfy-cl...
 149.9K
152 azure-cost-optimization microsoft/github-copilot-for-azure
Azure Cost Optimization Skill Analyze Azure subscriptions to identify cost savings through orphaned resource cleanup, rightsizing, and optimization recommendations based on actual usage data. When to Use This Skill Use this skill when the user asks to: Optimize Azure costs or reduce spending Analyze Azure subscription for cost savings Generate cost optimization report Find orphaned or unused resources Rightsize Azure VMs, containers, or services Identify where they're overspending in Azure Optim...
 148K
153 prototype mattpocock/skills
No SKILL.md available for this skill. View on GitHub
 147.9K
154 microsoft-foundry microsoft/github-copilot-for-azure
Microsoft Foundry Skill This skill helps developers work with Microsoft Foundry resources, covering model discovery and deployment, complete dev lifecycle of AI agent, evaluation workflows, and troubleshooting. Sub-Skills MANDATORY: Before executing ANY workflow, you MUST read the corresponding sub-skill document. Do not call MCP tools for a workflow without reading its skill document. This applies even if you already know the MCP tool parameters — the skill document contains required workflow s...
 145.5K
155 handoff mattpocock/skills
Write a handoff document summarising the current conversation so a fresh agent can continue the work. Save it to a path produced by mktemp -t handoff-XXXXXX.md (read the file before you write to it). Suggest the skills to be used, if any, by the next session. Do not duplicate content already captured in other artifacts (PRDs, plans, ADRs, issues, commits, diffs). Reference them by path or URL instead. If the user passed arguments, treat them as a description of what the next session will focus o...
 144.9K
156 caveman-commit juliusbrussee/caveman
Write commit messages terse and exact. Conventional Commits format. No fluff. Why over what. Rules Subject line: <type>(<scope>): <imperative summary> — <scope> optional Types: feat , fix , refactor , perf , docs , test , chore , build , ci , style , revert Imperative mood: "add", "fix", "remove" — not "added", "adds", "adding" ≤50 chars when possible, hard cap 72 No trailing period Match project convention for capitalization after the colon Body (only if needed): Skip entirely when subject is s...
 144.4K
157 caveman-review juliusbrussee/caveman
Write code review comments terse and actionable. One line per finding. Location, problem, fix. No throat-clearing. Rules Format: L<line>: <problem>. <fix>. — or <file>:L<line>: ... when reviewing multi-file diffs. Severity prefix (optional, when mixed): 🔴 bug: — broken behavior, will cause incident 🟡 risk: — works but fragile (race, missing null check, swallowed error) 🔵 nit: — style, naming, micro-optim. Author can ignore ❓ q: — genuine question, not a suggestion Drop: "I noticed that...", "It ...
 143.2K
158 caveman-compress juliusbrussee/caveman
Caveman Compress Purpose Compress natural language files (CLAUDE.md, todos, preferences) into caveman-speak to reduce input tokens. Compressed version overwrites original. Human-readable backup saved as <filename>.original.md . Trigger /caveman:compress <filepath> or when user asks to compress a memory file. Process The compression scripts live in caveman-compress/scripts/ (adjacent to this SKILL.md). If the path is not immediately available, search for caveman-compress/scripts/__main__.py . Run...
 141.5K
159 just-scrape scrapegraphai/just-scrape
Web Scraping with just-scrape AI-powered web scraping CLI by ScrapeGraph AI . Get an API key at dashboard.scrapegraphai.com . Setup Always install or run the @latest version to ensure you have the most recent features and fixes. npm install -g just-scrape@latest npm pnpm add -g just-scrape@latest pnpm yarn global add just-scrape@latest yarn bun add -g just-scrape@latest bun npx just-scrape@latest --help run without installing bunx just-scrape@latest --help run without installing (bun) expo...
 141K
160 azure-messaging microsoft/github-copilot-for-azure
Azure Messaging SDK Troubleshooting Quick Reference Property Value Services Azure Event Hubs, Azure Service Bus MCP Tools mcp_azure_mcp_eventhubs , mcp_azure_mcp_servicebus Best For Diagnosing SDK connection, auth, and message processing issues When to Use This Skill SDK connection failures, auth errors, or AMQP link errors Idle timeout, connection inactivity, or slow reconnection after disconnect AMQP link detach or detach-forced errors Message lock lost, message lock expired, lock renewal fail...
 140.6K
161 paper-context-resolver lllllllama/ai-paper-reproduction-skill
paper-context-resolver When to apply README and repo files leave a reproduction-critical gap. The gap concerns dataset version, split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumptions. The main skill needs a narrow evidence supplement instead of a full paper summary. There is already a concrete reproduction question to answer. When not to apply The README already gives enough reproduction detail. The user wants a general paper explanation rather than reproduction su...
 140.1K
162 pptx anthropics/skills
PPTX Skill Quick Reference Task Guide Read/analyze content python -m markitdown presentation.pptx Edit or create from template Read editing.md Create from scratch Read pptxgenjs.md Reading Content Text extraction python -m markitdown presentation.pptx Visual overview python scripts/thumbnail.py presentation.pptx Raw XML python scripts/office/unpack.py presentation.pptx unpacked/ Editing Workflow Read editing.md for full details. Analyze template with thumbnail.py Unpack → manipulate slides → ...
 139.8K
163 repo-intake-and-plan lllllllama/ai-paper-reproduction-skill
repo-intake-and-plan When to apply At the beginning of README-first reproduction work. When the main skill needs a fast map of repo structure and documented commands. When inference, evaluation, and training candidates must be classified conservatively. When the user explicitly wants to inspect the repo first and not run anything yet. When not to apply When execution has already started and the task is now about running commands or writing outputs. When the target is not a repository-backed repr...
 139.7K
164 env-and-assets-bootstrap lllllllama/ai-paper-reproduction-skill
env-and-assets-bootstrap When to apply After repo intake identifies a credible reproduction target. When environment creation or asset path preparation is needed before running commands. When the repo depends on checkpoints, datasets, or cache directories. When the user explicitly wants setup help before any run attempt. When not to apply When the repository already ships a ready-to-run environment that does not need translation. When the task is only to scan and plan. When the task is only to r...
 139.7K
165 minimal-run-and-audit lllllllama/ai-paper-reproduction-skill
minimal-run-and-audit When to apply After a reproduction target and setup plan exist. When the main skill needs execution evidence and normalized outputs. When a smoke test, documented inference run, documented evaluation run, or other short non-training verification is appropriate. When the user already knows what command should be attempted and wants execution plus reporting only. When not to apply During initial repo scanning. When environment or assets are still undefined enough to make exec...
 139.7K
166 vercel-react-native-skills vercel-labs/agent-skills
React Native Skills Comprehensive best practices for React Native and Expo applications. Contains rules across multiple categories covering performance, animations, UI patterns, and platform-specific optimizations. When to Apply Reference these guidelines when: Building React Native or Expo apps Optimizing list and scroll performance Implementing animations with Reanimated Working with images and media Configuring native modules or fonts Structuring monorepo projects with native dependencies Rul...
 138.2K
167 caveman-help juliusbrussee/caveman
Caveman Help Display this reference card when invoked. One-shot — do NOT change mode, write flag files, or persist anything. Output in caveman style. Modes Mode Trigger What change Lite /caveman lite Drop filler. Keep sentence structure. Full /caveman Drop articles, filler, pleasantries, hedging. Fragments OK. Default. Ultra /caveman ultra Extreme compression. Bare fragments. Tables over prose. Wenyan-Lite /caveman wenyan-lite Classical Chinese style, light compression. Wenyan-Full /caveman weny...
 136.9K
168 using-superpowers obra/superpowers
IF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT. This is not negotiable. This is not optional. You cannot rationalize your way out of this. Instruction Priority Superpowers skills override default system prompt behavior, but user instructions always take precedence : User's explicit instructions (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority Superpowers skills — override default system behavior where they conflict Default system prompt — lowest p...
 136.3K
169 systematic-debugging obra/superpowers
Systematic Debugging Overview Random fixes waste time and create new bugs. Quick patches mask underlying issues. Core principle: ALWAYS find root cause before attempting fixes. Symptom fixes are failure. Violating the letter of this process is violating the spirit of debugging. The Iron Law NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST If you haven't completed Phase 1, you cannot propose fixes. When to Use Use for ANY technical issue: Test failures Bugs in production Unexpected behavior Perfor...
 136.1K
170 writing-plans obra/superpowers
Writing Plans Overview Write comprehensive implementation plans assuming the engineer has zero context for our codebase and questionable taste. Document everything they need to know: which files to touch for each task, code, testing, docs they might need to check, how to test it. Give them the whole plan as bite-sized tasks. DRY. YAGNI. TDD. Frequent commits. Assume they are a skilled developer, but know almost nothing about our toolset or problem domain. Assume they don't know good test design ...
 135.4K
171 seo-audit coreyhaines31/marketingskills
SEO Audit You are an expert in search engine optimization. Your goal is to identify SEO issues and provide actionable recommendations to improve organic search performance. Initial Assessment Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Before auditing, understand: Site ...
 132.5K
172 pdf anthropics/skills
PDF Processing Guide Overview This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. Quick Start from pypdf import PdfReader , PdfWriter Read a PDF reader = PdfReader ( "document.pdf" ) print ( f"Pages: { len ( reader . pages ) } " ) Extract text text = "" for page in reader . pages : t...
 130.7K
173 lark-markdown larksuite/cli
No SKILL.md available for this skill. View on GitHub
 130.7K
174 design-taste-frontend leonxlnx/taste-skill
High-Agency Frontend Skill 1. ACTIVE BASELINE CONFIGURATION DESIGN_VARIANCE: 8 (1=Perfect Symmetry, 10=Artsy Chaos) MOTION_INTENSITY: 6 (1=Static/No movement, 10=Cinematic/Magic Physics) VISUAL_DENSITY: 4 (1=Art Gallery/Airy, 10=Pilot Cockpit/Packed Data) AI Instruction: The standard baseline for all generations is strictly set to these values (8, 6, 4). Do not ask the user to edit this file. Otherwise, ALWAYS listen to the user: adapt these values dynamically based on what they explicitly reque...
 129.4K
175 ai-video-generation qu-skills/skills
AI Video Generation Generate videos with 40+ AI models via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate a video with Veo belt app run google/veo-3-1-fast --input '{"prompt": "drone shot flying over a forest"}' Available Models Text-to-Video Model App ID Best For Veo 3.1 Fast google/veo-3-1-fast Fast, with optional audio Veo 3.1 google/veo-3-1 Best quality, frame interpolation Veo 3 google/veo-3 High quality with audio Veo 3 Fast goog...
 128.9K
176 remotion-render qu-skills/skills
Install the belt CLI skill: npx skills add belt-sh/cli Remotion Render Render videos from React/Remotion component code via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Show more Installs 75.0K Repository qu-skills/skills GitHub Stars 511 First Seen 3 days ago
 128.9K
177 twitter-automation qu-skills/skills
Install the belt CLI skill: npx skills add belt-sh/cli Twitter/X Automation Automate Twitter/X via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Post a tweet belt app run x/post-tweet --input '{"text": "Hello from inference.sh!"}' Show more Installs 75.6K Repository qu-skills/skills GitHub Stars 511 First Seen 3 days ago
 128.8K
178 ai-image-generation qu-skills/skills
AI Image Generation Generate images with 50+ AI models via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate an image with FLUX belt app run falai/flux-dev-lora --input '{"prompt": "a cat astronaut in space"}' Available Models Model App ID Best For FLUX Dev LoRA falai/flux-dev-lora High quality with custom styles FLUX.2 Klein LoRA falai/flux-2-klein-lora Fast with LoRA support (4B/9B) P-Image pruna/p-image Fast, economical, multiple aspec...
 128.8K
179 ai-avatar-video qu-skills/skills
Install the belt CLI skill: npx skills add belt-sh/cli AI Avatar & Talking Head Videos Create AI avatars and talking head videos via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Show more Installs – Repository inference-sh-sk…s/skills GitHub Stars 504 First Seen – Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
 128.8K
180 airunway-aks-setup microsoft/azure-skills
AI Runway AKS Setup This skill walks users from a bare Kubernetes cluster to a running AI model deployment. Follow each step in sequence unless the user provides skip-to-step N to resume from a specific phase. Cost awareness: GPU node pools incur significant compute charges (A100-80GB can cost $3–5+/hr). Confirm the user understands cost implications before provisioning GPU resources. Prerequisites This skill assumes an AKS cluster already exists. If the user does not have a cluster, hand off to...
 128.1K
181 extract-design-system arvindrk/extract-design-system
Extract Design System Use this skill when the user wants to reverse-engineer a public website's design primitives into project-local starter token files. Before You Start Ask for: the target public website URL whether the user wants extraction only or starter files too Set expectations: this v1 extracts tokens and starter assets, not a full component library results are useful for initialization, not pixel-perfect reproduction do not overwrite an existing design system or app styling without con...
 123K
182 copywriting coreyhaines31/marketingskills
Copywriting You are an expert conversion copywriter. Your goal is to write marketing copy that is clear, compelling, and drives action. Before Writing Check for product marketing context first: If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task. Gather this context (ask if not provided): 1. Page Purpose What type of pag...
 122.3K
183 requesting-code-review obra/superpowers
Requesting Code Review Dispatch superpowers:code-reviewer subagent to catch issues before they cascade. The reviewer gets precisely crafted context for evaluation — never your session's history. This keeps the reviewer focused on the work product, not your thought process, and preserves your own context for continued work. Core principle: Review early, review often. When to Request Review Mandatory: After each task in subagent-driven development After completing major feature Before merge to mai...
 121.6K
184 seedance-v2 runcomfy-com/skills
Seedance 2.0 Pro — Pro Pack on RunComfy runcomfy.com · Seedance 2.0 Pro · GitHub ByteDance Seedance 2.0 Pro — multimodal cinematic video generator with native lip-synced audio — hosted on the RunComfy Model API . npx skills add agentspace-so/runcomfy-skills --skill seedance-v2 -g When to pick this model (vs siblings) Seedance 2.0 Pro's distinct strength is multi-modal cinematic short-form : combine character images + scene videos + reference audio into one coherent shot. Pick it when fidelity to...
 120.9K
185 image-to-video runcomfy-com/skills
Image-to-Video — Pro Pack on RunComfy runcomfy.com · HappyHorse I2V · Wan 2.7 · Seedance 2.0 Pro · GitHub Image-to-video, intent-routed. This skill doesn't lock you to one model — it picks the right i2v model in the RunComfy catalog based on what the user actually wants: portrait animation, custom-voiceover lip-sync, or multi-modal composition. npx skills add agentspace-so/runcomfy-skills --skill image-to-video -g Pick the right model for the user's intent User intent Model Why Animate a portrai...
 120.7K
186 codex-pet runcomfy-com/skills
Codex Pet — Pro Pack on RunComfy runcomfy.com · GPT Image 2 edit endpoint · docs Codex Pet generator on RunComfy. Turn one source image into a Codex-compatible custom Codex Pet — pet.json + spritesheet.webp — drop it into ${CODEX_HOME:-$HOME/.codex}/pets/<name>/ , Codex picks it up next to the 8 built-in Codex Pets. npx skills add agentspace-so/runcomfy-agent-skills --skill codex-pet -g What a Codex Pet is OpenAI Codex Pets (released May 2026) are pixel-art animated companions that float over yo...
 120.6K
187 runcomfy-cli doany-ai/skills
RunComfy CLI One binary, one auth, every RunComfy model. Install once, sign in once, then call any text-to-image, video, edit, lip-sync, face-swap, or LoRA-training endpoint with runcomfy run <model_id> --input '{...}' . This skill is the foundation every other runcomfy-* skill builds on. runcomfy.com · CLI docs · All models Install this skill npx skills add agentspace-so/runcomfy-agent-skills --skill runcomfy-cli -g Install the CLI Pick one: Global install via npm (recommended for repeat use) ...
 120.6K
188 ai-image-generation runcomfy-com/skills
AI Image Generation Generate images with 50+ AI models via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Generate an image with FLUX belt app run falai/flux-dev-lora --input '{"prompt": "a cat astronaut in space"}' Available Models Model App ID Best For FLUX Dev LoRA falai/flux-dev-lora High quality with custom styles FLUX.2 Klein LoRA falai/flux-2-klein-lora Fast with LoRA support (4B/9B) P-Image pruna/p-image Fast, economical, multiple aspec...
 120.6K
189 controlnet-pose doany-ai/skills
ControlNet & Pose Condition image or video generation on a pose, skeleton, or motion reference. This skill routes across the pose-driven Model API endpoints reachable today and points the agent at ComfyUI workflows for richer ControlNet rigs. runcomfy.com · Kling motion control · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @runcomfy/cli --version 2. Sign in runcomfy login or in CI: export RUNCOMFY_TOKEN=<token> 3. P...
 120.5K
190 video-edit runcomfy-com/skills
Video Edit — Pro Pack on RunComfy runcomfy.com · Wan 2.7 Edit-Video · Kling Motion-Control Pro · Lucy Edit Restyle · GitHub Video edit, intent-routed. This skill doesn't lock you to one model — it picks the right video-edit model in the RunComfy catalog based on what the user actually wants: general restyle, motion transfer from a reference clip, or lightweight identity-stable outfit / background swap. npx skills add agentspace-so/runcomfy-skills --skill video-edit -g Pick the right model for th...
 120.5K
191 image-outpainting doany-ai/skills
Image Outpainting Extend a still beyond its original canvas — uncrop, change aspect ratio, fill in what the camera didn't capture. This skill routes across the identity-preserving edit endpoints in the RunComfy catalog, picking the right one for prose-driven extension, reference-style matching, or brand-locked continuation. runcomfy.com · best-image-editing-models · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @runcomfy...
 120.5K
192 ai-avatar-video doany-ai/skills
Install the belt CLI skill: npx skills add belt-sh/cli AI Avatar & Talking Head Videos Create AI avatars and talking head videos via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Show more Installs – Repository inference-sh-sk…s/skills GitHub Stars 504 First Seen – Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
 120.5K
193 nano-banana-edit doany-ai/skills
Nano Banana Edit — Pro Pack on RunComfy runcomfy.com · Edit endpoint · GitHub Google Nano Banana 2 Edit — the image-to-image edit endpoint of the Gemini-family flash-tier image model — hosted on the RunComfy Model API . Up to 20 input images per call for batch edits and multi-reference variation. npx skills add agentspace-so/runcomfy-skills --skill nano-banana-edit -g When to pick this model (vs siblings) You want Use Preserve subject identity, swap background or clothing Nano Banana Edit Edit u...
 120.5K
194 face-swap runcomfy-com/skills
Face Swap Swap a face into a still or a video — RunComfy supports both via the runcomfy CLI. This skill routes across the available model API endpoints (community Wan 2-2 Animate, GPT Image 2 Edit, Nano Banana Edit, Flux Kontext, Kling Motion Control) by the user's actual intent. runcomfy.com · Character-swap feature · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @runcomfy/cli --version 2. Sign in runcomfy login or in...
 120.5K
195 face-swap doany-ai/skills
Face Swap Swap a face into a still or a video — RunComfy supports both via the runcomfy CLI. This skill routes across the available model API endpoints (community Wan 2-2 Animate, GPT Image 2 Edit, Nano Banana Edit, Flux Kontext, Kling Motion Control) by the user's actual intent. runcomfy.com · Character-swap feature · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @runcomfy/cli --version 2. Sign in runcomfy login or in...
 120.4K
196 elevenlabs-music-generation runcomfy-com/skills
ElevenLabs AI Music Generation — Pro Pack on RunComfy Generate full songs and instrumental tracks from a text description — studio-quality 44.1 kHz stereo, 5 seconds to 5 minutes, with section-level structure control. ElevenLabs Music on the RunComfy Model API , called through the runcomfy CLI. runcomfy.com · ElevenLabs Music model · CLI docs Install this skill npx skills add agentspace-so/runcomfy-agent-skills --skill elevenlabs-music-generation -g Powered by the RunComfy CLI 1. Install (one o...
 120.4K
197 video-inpainting runcomfy-com/skills
Video Inpainting Region edits across video frames — remove an object that appears across many frames, clean up wires or watermarks, replace a region with motion that matches the rest of the clip. This skill routes across the prompt-driven video edit endpoints in the RunComfy catalog and gives the agent a clear default for each intent. runcomfy.com · Wan 2-7 edit-video · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @runc...
 120.4K
198 video-outpainting doany-ai/skills
Video Outpainting Extend a video's spatial canvas — uncrop vertically or horizontally, change aspect ratio while preserving the central action. This skill routes spatial extension through Wan 2-7 edit-video for prompt-shaped canvas changes, and points the agent at dedicated ComfyUI outpaint workflows when hero-grade seam quality matters. runcomfy.com · Wan 2-7 edit-video · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @r...
 120.4K
199 gpt-image-2 runcomfy-com/skills
🪞 GPT Image 2 — Image Generation via Your ChatGPT Subscription agentspace.so · GitHub Generate images with GPT Image 2 (ChatGPT Images 2.0) inside your agent, using your existing ChatGPT Plus or Pro subscription — no separate OpenAI access, no Fal or Replicate tokens, no per-image billing. Text-to-image, image-to-image editing, style transfer, and multi-reference composition. Runs entirely through the local codex CLI you're already logged into. Heads up — this skill requires a ChatGPT Plus or Pr...
 120.4K
200 runcomfy-cli runcomfy-com/skills
RunComfy CLI One binary, one auth, every RunComfy model. Install once, sign in once, then call any text-to-image, video, edit, lip-sync, face-swap, or LoRA-training endpoint with runcomfy run <model_id> --input '{...}' . This skill is the foundation every other runcomfy-* skill builds on. runcomfy.com · CLI docs · All models Install this skill npx skills add agentspace-so/runcomfy-agent-skills --skill runcomfy-cli -g Install the CLI Pick one: Global install via npm (recommended for repeat use) ...
 120.4K