{"id":"18054fc9-0777-44af-bd34-ba23530cf5af","entityType":"agent","slug":"clawhub-nitishgargiitd-image-cog","name":"image-cog","canonicalUrl":"https://www.xpersona.co/agent/clawhub-nitishgargiitd-image-cog","canonicalPath":"/agent/clawhub-nitishgargiitd-image-cog","generatedAt":"2026-10-09T10:44:46.217Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":null},"description":"AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI. Skill: image-cog Owner: nitishgargiitd Summary: AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI. Tags: latest:1.0.2 Version history: v1.0.2 | 2026-02-11T01:42:50.371Z | user - Added explicit author (CellCog) and dependencies ([cellcog]) metadata to skill manifest.","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 5K downloads reported by the source. Last updated 4/15/2026.","installCommand":"clawhub skill install kn7a96cj9q65e0bhmzahv790en80ffqm:image-cog","sourceUrl":"https://clawhub.ai/nitishgargiitd/image-cog","homepage":"https://clawhub.ai/nitishgargiitd/image-cog","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/nitishgargiitd/image-cog","kind":"source"}],"safetyScore":84,"overallRank":62,"popularityScore":67,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"AI image generation powered by CellCog. 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Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI.\n\nTags: latest:1.0.2\n\nVersion history:\n\nv1.0.2 | 2026-02-11T01:42:50.371Z | user\n\n- Added explicit author (CellCog) and dependencies ([cellcog]) metadata to skill manifest.\n- Clarified prerequisite to require the `cellcog` skill (previously “CellCog mothership skill”).\n- Minor improvements to formatting and dependency instructions for clarity.\n- No changes to feature set or functionality.\n\nv1.0.1 | 2026-02-05T05:51:01.435Z | auto\n\n- Added an emoji to the skill metadata for improved identification.\n- Updated example usage for image generation to show the new fire-and-forget pattern using `create_chat` (v1.0+).\n- Clarified SDK setup instructions and removed references to the deprecated `sessions_spawn` pattern.\n- Small documentation improvements for clarity and accuracy.\n\nv1.0.0 | 2026-02-04T03:40:04.659Z | user\n\n- Initial release of image-cog skill: AI image generation powered by CellCog.\n- Supports creation of single images, editing, style transfer, consistent character sets, and product photography.\n- Enables reference-based images, sets of related images, style matching, and composition-based generation.\n- Integrates with CellCog mothership skill for setup and API calls.\n- Provides detailed documentation on prompt patterns, image specifications (aspect ratios, sizes, styles), and usage tips.\n- Includes example prompts for professional use cases and guidance for both simple and complex image generation workflows.\n\nArchive index:\n\nArchive v1.0.2: 2 files, 3608 bytes\n\nFiles: SKILL.md (7051b), _meta.json (128b)\n\nFile v1.0.2:SKILL.md\n\n---\nname: image-cog\ndescription: AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI.\nmetadata:\n  openclaw:\n    emoji: \"🎨\"\nauthor: CellCog\ndependencies: [cellcog]\n---\n\n# Image Cog - AI Image Generation Powered by CellCog\n\nCreate professional images with AI - from single images to consistent character sets to product photography.\n\n---\n\n## Prerequisites\n\nThis skill requires the `cellcog` skill for SDK setup and API calls.\n\n```bash\nclawhub install cellcog\n```\n\n**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.\n\n**Quick pattern (v1.0+):**\n```python\n# Fire-and-forget - returns immediately\nresult = client.create_chat(\n    prompt=\"[your image request]\",\n    notify_session_key=\"agent:main:main\",\n    task_label=\"image-task\",\n    chat_mode=\"agent\"  # Use \"agent\" for simple images, \"agent team\" for complex\n)\n# Daemon notifies you when complete - do NOT poll\n```\n\n---\n\n## What Images You Can Create\n\n### Single Image Creation\n\nGenerate any image from a text description:\n\n- **Scenes**: \"A cozy coffee shop interior with morning light streaming through windows\"\n- **Portraits**: \"Professional headshot of a confident woman in business attire\"\n- **Products**: \"Minimalist product shot of a white sneaker on a marble surface\"\n- **Abstract**: \"Geometric abstract art in navy and gold\"\n- **Nature**: \"Misty mountain landscape at sunrise with a lone hiker\"\n\n### Image Editing\n\nTransform existing images:\n\n- **Style Transfer**: \"Transform this photo into a watercolor painting\"\n- **Background Removal**: \"Remove the background and place on a clean white backdrop\"\n- **Enhancement**: \"Enhance the colors and add dramatic lighting\"\n- **Modification**: \"Change the person's outfit to a red dress\"\n\n### Consistent Characters\n\nCreate multiple images of the same character in different scenarios:\n\n- **Character Series**: \"Create a tech entrepreneur character, then show them: 1) At their desk coding, 2) Presenting to investors, 3) Celebrating a product launch\"\n- **Mascot Variations**: \"Design a friendly robot mascot, then create versions for: welcome page, error page, success message, loading screen\"\n- **Story Sequences**: \"Create a main character, then illustrate them in 5 scenes of a journey\"\n\nThis is powerful for:\n- Comic strips and storyboards\n- Marketing campaigns with consistent characters\n- Video frame generation\n- Brand mascots across contexts\n\n### Product Photography Style\n\nProfessional product visuals:\n\n- **Hero Shots**: \"Product hero shot of a smartwatch on a gradient background\"\n- **Lifestyle Shots**: \"Smartphone being used by a person in a modern living room\"\n- **Flat Lays**: \"Flat lay of skincare products with botanical elements\"\n- **360 Views**: \"Multiple angles of a leather handbag - front, side, back, detail\"\n\n### Sets of Related Images\n\nMultiple cohesive images for campaigns or collections:\n\n- **Social Media Sets**: \"5 Instagram post images for a fitness brand - consistent style, varied content\"\n- **Website Heroes**: \"3 hero images for a SaaS landing page - professional, modern, tech-focused\"\n- **Ad Variations**: \"4 versions of a product ad with different backgrounds and moods\"\n- **Blog Illustrations**: \"Set of 6 illustrations for a blog post about productivity tips\"\n\n### Reference-Based Generation\n\nUse existing images as references for style, character, or composition:\n\n- **Style Matching**: \"Create a new image in the same artistic style as this reference\"\n- **Character Consistency**: \"Using this person as reference, create a new scene with them hiking\"\n- **Brand Alignment**: \"Create product images matching this brand's visual style\"\n- **Composition Reference**: \"Create a similar composition but with different subjects\"\n\n---\n\n## Image Specifications\n\n| Aspect | Options |\n|--------|---------|\n| **Aspect Ratios** | 1:1 (square), 16:9, 9:16, 4:3, 3:4, 3:2, 2:3, 21:9 |\n| **Sizes** | 1K (~1024px), 2K (~2048px), 4K (~4096px) |\n| **Styles** | Photorealistic, illustration, watercolor, oil painting, anime, digital art, vector |\n| **Formats** | PNG (default) |\n\n**Size recommendations:**\n- **1K**: Quick iterations, thumbnails, social media posts, drafts\n- **2K**: Standard web content, presentations, marketing materials\n- **4K**: Hero images, print materials, final deliverables where detail matters\n\n---\n\n## When to Use Agent Team Mode\n\nFor image generation, `chat_mode=\"agent team\"` is recommended for:\n- Complex scenes requiring multiple elements\n- Consistent character series\n- Reference-based generation requiring analysis\n- Sets of related images\n\nFor simple single images, `chat_mode=\"agent\"` can work faster.\n\n---\n\n## Example Image Prompts\n\n**Professional headshot:**\n> \"Create a professional headshot of a friendly Asian woman in her 30s, wearing a navy blazer, soft studio lighting, neutral gray background, confident but approachable expression. 1:1 square, 2K quality, photorealistic.\"\n\n**Product photography:**\n> \"Product shot of a premium wireless earbuds case, matte black finish, on a reflective dark surface with subtle blue accent lighting. Minimalist, high-end tech aesthetic. 4:3 landscape, 4K for hero image.\"\n\n**Consistent character set:**\n> \"Create a character: young Black male software developer, casual style with glasses, friendly demeanor. Then create 4 images:\n> 1. Working at a standing desk with multiple monitors\n> 2. In a video call meeting, explaining something\n> 3. At a coffee shop with laptop, thinking\n> 4. Celebrating with team, high-fiving\n> Keep the character exactly consistent across all images.\"\n\n**Social media set:**\n> \"Create 5 Instagram posts for a plant-based meal delivery service:\n> 1. Colorful Buddha bowl from above\n> 2. Happy person unpacking delivery\n> 3. Meal prep containers arranged neatly\n> 4. Close-up of fresh ingredients\n> 5. Before/after showing ingredients to finished dish\n> Style: bright, fresh, appetizing, consistent warm color grading. 1:1 square format.\"\n\n**Style transfer:**\n> \"Transform this uploaded photo of a city street into a Studio Ghibli anime style illustration. Keep the composition and elements but apply the characteristic Ghibli warmth, soft clouds, and whimsical details.\"\n\n---\n\n## Tips for Better Images\n\n1. **Be descriptive**: \"Woman in office\" is vague. \"Confident woman in her 40s, silver blazer, modern glass-walled office, warm afternoon light\" is better.\n\n2. **Specify style**: \"Photorealistic\", \"digital illustration\", \"watercolor\", \"minimalist vector\".\n\n3. **Describe lighting**: \"Soft natural light\", \"dramatic side lighting\", \"golden hour glow\", \"studio lighting\".\n\n4. **Include mood**: \"Professional and confident\", \"warm and inviting\", \"energetic and vibrant\".\n\n5. **Mention composition**: \"Rule of thirds\", \"centered symmetry\", \"close-up\", \"wide establishing shot\".\n\n6. **For consistency**: When creating character series, describe the character in detail first, then reference \"the same character\" in subsequent prompts.\n\nFile v1.0.2:_meta.json\n\n{\n  \"ownerId\": \"kn7a96cj9q65e0bhmzahv790en80ffqm\",\n  \"slug\": \"image-cog\",\n  \"version\": \"1.0.2\",\n  \"publishedAt\": 1770774170371\n}\n\nArchive v1.0.1: 2 files, 3594 bytes\n\nFiles: SKILL.md (7020b), _meta.json (128b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: image-cog\ndescription: AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI.\nmetadata:\n  openclaw:\n    emoji: \"🎨\"\n---\n\n# Image Cog - AI Image Generation Powered by CellCog\n\nCreate professional images with AI - from single images to consistent character sets to product photography.\n\n---\n\n## Prerequisites\n\nThis skill requires the CellCog mothership skill for SDK setup and API calls.\n\n```bash\nclawhub install cellcog\n```\n\n**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.\n\n**Quick pattern (v1.0+):**\n```python\n# Fire-and-forget - returns immediately\nresult = client.create_chat(\n    prompt=\"[your image request]\",\n    notify_session_key=\"agent:main:main\",\n    task_label=\"image-task\",\n    chat_mode=\"agent\"  # Use \"agent\" for simple images, \"agent team\" for complex\n)\n# Daemon notifies you when complete - do NOT poll\n```\n\n---\n\n## What Images You Can Create\n\n### Single Image Creation\n\nGenerate any image from a text description:\n\n- **Scenes**: \"A cozy coffee shop interior with morning light streaming through windows\"\n- **Portraits**: \"Professional headshot of a confident woman in business attire\"\n- **Products**: \"Minimalist product shot of a white sneaker on a marble surface\"\n- **Abstract**: \"Geometric abstract art in navy and gold\"\n- **Nature**: \"Misty mountain landscape at sunrise with a lone hiker\"\n\n### Image Editing\n\nTransform existing images:\n\n- **Style Transfer**: \"Transform this photo into a watercolor painting\"\n- **Background Removal**: \"Remove the background and place on a clean white backdrop\"\n- **Enhancement**: \"Enhance the colors and add dramatic lighting\"\n- **Modification**: \"Change the person's outfit to a red dress\"\n\n### Consistent Characters\n\nCreate multiple images of the same character in different scenarios:\n\n- **Character Series**: \"Create a tech entrepreneur character, then show them: 1) At their desk coding, 2) Presenting to investors, 3) Celebrating a product launch\"\n- **Mascot Variations**: \"Design a friendly robot mascot, then create versions for: welcome page, error page, success message, loading screen\"\n- **Story Sequences**: \"Create a main character, then illustrate them in 5 scenes of a journey\"\n\nThis is powerful for:\n- Comic strips and storyboards\n- Marketing campaigns with consistent characters\n- Video frame generation\n- Brand mascots across contexts\n\n### Product Photography Style\n\nProfessional product visuals:\n\n- **Hero Shots**: \"Product hero shot of a smartwatch on a gradient background\"\n- **Lifestyle Shots**: \"Smartphone being used by a person in a modern living room\"\n- **Flat Lays**: \"Flat lay of skincare products with botanical elements\"\n- **360 Views**: \"Multiple angles of a leather handbag - front, side, back, detail\"\n\n### Sets of Related Images\n\nMultiple cohesive images for campaigns or collections:\n\n- **Social Media Sets**: \"5 Instagram post images for a fitness brand - consistent style, varied content\"\n- **Website Heroes**: \"3 hero images for a SaaS landing page - professional, modern, tech-focused\"\n- **Ad Variations**: \"4 versions of a product ad with different backgrounds and moods\"\n- **Blog Illustrations**: \"Set of 6 illustrations for a blog post about productivity tips\"\n\n### Reference-Based Generation\n\nUse existing images as references for style, character, or composition:\n\n- **Style Matching**: \"Create a new image in the same artistic style as this reference\"\n- **Character Consistency**: \"Using this person as reference, create a new scene with them hiking\"\n- **Brand Alignment**: \"Create product images matching this brand's visual style\"\n- **Composition Reference**: \"Create a similar composition but with different subjects\"\n\n---\n\n## Image Specifications\n\n| Aspect | Options |\n|--------|---------|\n| **Aspect Ratios** | 1:1 (square), 16:9, 9:16, 4:3, 3:4, 3:2, 2:3, 21:9 |\n| **Sizes** | 1K (~1024px), 2K (~2048px), 4K (~4096px) |\n| **Styles** | Photorealistic, illustration, watercolor, oil painting, anime, digital art, vector |\n| **Formats** | PNG (default) |\n\n**Size recommendations:**\n- **1K**: Quick iterations, thumbnails, social media posts, drafts\n- **2K**: Standard web content, presentations, marketing materials\n- **4K**: Hero images, print materials, final deliverables where detail matters\n\n---\n\n## When to Use Agent Team Mode\n\nFor image generation, `chat_mode=\"agent team\"` is recommended for:\n- Complex scenes requiring multiple elements\n- Consistent character series\n- Reference-based generation requiring analysis\n- Sets of related images\n\nFor simple single images, `chat_mode=\"agent\"` can work faster.\n\n---\n\n## Example Image Prompts\n\n**Professional headshot:**\n> \"Create a professional headshot of a friendly Asian woman in her 30s, wearing a navy blazer, soft studio lighting, neutral gray background, confident but approachable expression. 1:1 square, 2K quality, photorealistic.\"\n\n**Product photography:**\n> \"Product shot of a premium wireless earbuds case, matte black finish, on a reflective dark surface with subtle blue accent lighting. Minimalist, high-end tech aesthetic. 4:3 landscape, 4K for hero image.\"\n\n**Consistent character set:**\n> \"Create a character: young Black male software developer, casual style with glasses, friendly demeanor. Then create 4 images:\n> 1. Working at a standing desk with multiple monitors\n> 2. In a video call meeting, explaining something\n> 3. At a coffee shop with laptop, thinking\n> 4. Celebrating with team, high-fiving\n> Keep the character exactly consistent across all images.\"\n\n**Social media set:**\n> \"Create 5 Instagram posts for a plant-based meal delivery service:\n> 1. Colorful Buddha bowl from above\n> 2. Happy person unpacking delivery\n> 3. Meal prep containers arranged neatly\n> 4. Close-up of fresh ingredients\n> 5. Before/after showing ingredients to finished dish\n> Style: bright, fresh, appetizing, consistent warm color grading. 1:1 square format.\"\n\n**Style transfer:**\n> \"Transform this uploaded photo of a city street into a Studio Ghibli anime style illustration. Keep the composition and elements but apply the characteristic Ghibli warmth, soft clouds, and whimsical details.\"\n\n---\n\n## Tips for Better Images\n\n1. **Be descriptive**: \"Woman in office\" is vague. \"Confident woman in her 40s, silver blazer, modern glass-walled office, warm afternoon light\" is better.\n\n2. **Specify style**: \"Photorealistic\", \"digital illustration\", \"watercolor\", \"minimalist vector\".\n\n3. **Describe lighting**: \"Soft natural light\", \"dramatic side lighting\", \"golden hour glow\", \"studio lighting\".\n\n4. **Include mood**: \"Professional and confident\", \"warm and inviting\", \"energetic and vibrant\".\n\n5. **Mention composition**: \"Rule of thirds\", \"centered symmetry\", \"close-up\", \"wide establishing shot\".\n\n6. **For consistency**: When creating character series, describe the character in detail first, then reference \"the same character\" in subsequent prompts.\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn7a96cj9q65e0bhmzahv790en80ffqm\",\n  \"slug\": \"image-cog\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1770270661435\n}","readmeExcerpt":"Skill: image-cog Owner: nitishgargiitd Summary: AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI. Tags: latest:1.0.2 Version history: v1.0.2 | 2026-02-11T01:42:50.371Z | user - Added explicit author (CellCog) and dependencies ([cellcog]) metadata to skill manifest.","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"clawhub install cellcog"},{"language":"python","snippet":"# Fire-and-forget - returns immediately\nresult = client.create_chat(\n    prompt=\"[your image request]\",\n    notify_session_key=\"agent:main:main\",\n    task_label=\"image-task\",\n    chat_mode=\"agent\"  # Use \"agent\" for simple images, \"agent team\" for complex\n)\n# Daemon notifies you when complete - do NOT poll"},{"language":"bash","snippet":"clawhub install cellcog"},{"language":"python","snippet":"# Fire-and-forget - returns immediately\nresult = client.create_chat(\n    prompt=\"[your image request]\",\n    notify_session_key=\"agent:main:main\",\n    task_label=\"image-task\",\n    chat_mode=\"agent\"  # Use \"agent\" for simple images, \"agent team\" for complex\n)\n# Daemon notifies you when complete - do NOT poll"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: image-cog\ndescription: AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI.\nmetadata:\n  openclaw:\n    emoji: \"🎨\"\nauthor: CellCog\ndependencies: [cellcog]\n---\n\n# Image Cog - AI Image Generation Powered by CellCog\n\nCreate professional images with AI - from single images to consistent character sets to product photography.\n\n---\n\n## Prerequisites\n\nThis skill requires the `cellcog` skill for SDK setup and API calls.\n\n```bash\nclawhub install cellcog\n```\n\n**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.\n\n**Quick pattern (v1.0+):**\n```python\n# Fire-and-forget - returns immediately\nresult = client.create_chat(\n    prompt=\"[your image request]\",\n    notify_session_key=\"agent:main:main\",\n    task_label=\"image-task\",\n    chat_mode=\"agent\"  # Use \"agent\" for simple images, \"agent team\" for complex\n)\n# Daemon notifies you when complete - do NOT poll\n```\n\n---\n\n## What Images You Can Create\n\n### Single Image Creation\n\nGenerate any image from a text description:\n\n- **Scenes**: \"A cozy coffee shop interior with morning light streaming through windows\"\n- **Portraits**: \"Professional headshot of a confident woman in business attire\"\n- **Products**: \"Minimalist product shot of a white sneaker on a marble surface\"\n- **Abstract**: \"Geometric abstract art in navy and gold\"\n- **Nature**: \"Misty mountain landscape at sunrise with a lone hiker\"\n\n### Image Editing\n\nTransform existing images:\n\n- **Style Transfer**: \"Transform this photo into a watercolor painting\"\n- **Background Removal**: \"Remove the background and place on a clean white backdrop\"\n- **Enhancement**: \"Enhance the colors and add dramatic lighting\"\n- **Modification**: \"Change the person's outfit to a red dress\"\n\n### Consistent Characters\n\nCreate multiple images of the same character in different scenarios:\n\n- **Character Series**: \"Create a tech entrepreneur character, then show them: 1) At their desk coding, 2) Presenting to investors, 3) Celebrating a product launch\"\n- **Mascot Variations**: \"Design a friendly robot mascot, then create versions for: welcome page, error page, success message, loading screen\"\n- **Story Sequences**: \"Create a main character, then illustrate them in 5 scenes of a journey\"\n\nThis is powerful for:\n- Comic strips and storyboards\n- Marketing campaigns with consistent characters\n- Video frame generation\n- Brand mascots across contexts\n\n### Product Photography Style\n\nProfessional product visuals:\n\n- **Hero Shots**: \"Product hero shot of a smartwatch on a gradient background\"\n- **Lifestyle Shots**: \"Smartphone being used by a person in a modern living room\"\n- **Flat Lays**: \"Flat lay of skincare products with botanical elements\"\n- **360 Views**: \"Multiple angles of a leather handbag - front, side, back, detail\"\n\n### Sets of Related Images\n\nMultiple cohesive images for campaigns or collection"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7a96cj9q65e0bhmzahv790en80ffqm\",\n  \"slug\": \"image-cog\",\n  \"version\": \"1.0.2\",\n  \"publishedAt\": 1770774170371\n}"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI. Skill: image-cog Owner: nitishgargiitd Summary: AI image generation powered by CellCog. Create images, edit photos, consistent characters, product photography, reference-based images, sets of images, style transfer. Professional image creation with AI. Tags: latest:1.0.2 Version history: v1.0.2 | 2026-02-11T01:42:50.371Z | user - Added explicit author (CellCog) and dependencies ([cellcog]) metadata to skill manifest.","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":901,"uniquenessScore":57,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T00:45:39.800Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T10:44:46.217Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[]}}}