Moms-Organic-Agent-Lab/comfyclaw

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

A user guide for ComfyClaw, covering its ComfyUI panel, run modes, command-line interface, skills, verifier, and troubleshooting.

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude Code

Add a ControlNet branch to enforce spatial and structural constraints that text prompts alone cannot express. Use when the verifier reports flat background, wrong 3D layout, blurry edges, incorrect pose, poor surface texture, or when fixstrategy contains "addcontrolnet". ControlNet is the right tool whenever structure…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Strategy for prompts that contain exact object counts, multi-subject conjunctions, or unusual attribute bindings. Use when the prompt has a number word ("two", "seven", "exactly N"), joins subjects with "and" / "|" / "+", pairs a color or material with an unlikely noun ("green croissants", "metal toys", "wooden…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Set sampler parameters and prompt tags for vivid, concept-art-style outputs. Use when the user asks for "creative", "artistic", "fantasy", "concept art", "surreal", "stylized", or any clearly fictional scene where photorealism would be wrong. Pair with prompt-artist to also enrich the prompt text — this skill handles…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Configuration guide for DreamShaper 8 LCM (Latency Consistency Model). MUST be read before tuning any sampler parameter when the active checkpoint contains "dreamshaper" and "lcm" in its filename. LCM models use a completely different sampler, step count, and CFG range than standard diffusion models — applying…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Raise output fidelity by tuning prompt tokens, sampler parameters, and resolution. Use when the user asks for "high quality", "detailed", "sharp", "crisp", "professional", or "8K" — or when the verifier reports soft detail, noise, or underwhelming fidelity. Layer this on top of photorealistic or creative; the…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude Code

Add a second-pass upscale-and-refine stage to recover fine detail lost when the base latent is small. Use when the verifier reports blurry output, soft texture, or lack of fine detail — especially when the base latent is 768×768 or smaller. Also trigger when fixstrategy contains "addhiresfix". This is the most…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude Code

Edit a specific region of an existing image while leaving the rest untouched. Use when the user wants to "inpaint", "mask", "edit just the X", "remove the Y", "replace the background", "change only the face/hands/sky", or asks to fix a localized defect (extra fingers, weird eyes, dirty patch) without regenerating the…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude Code

Insert LoRA adapter nodes to correct defects the base model cannot fix through prompting alone — plasticky texture, flat lighting, distorted anatomy, style inconsistency, or soft overall quality. Use when the verifier reports any of these issues or when fixstrategy contains "injectlora". Always query available LoRAs…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Detect missing ComfyUI model weights and request user-approved downloads into the correct models subdirectory.

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Construct effective negative prompts for diffusion models. Use when the workflow has an empty or weak negative encoder, when the verifier reports defects the positive prompt can't fix (extra limbs, watermarks, low quality, wrong style bleed), when the user complains about "too cartoon", "too anime", "blurry"…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Tune prompts and sampler settings to produce camera-realistic images with natural lighting and DSLR-like quality. Use when the user describes a real-world scene or uses words like "photo", "photograph", "realistic", "DSLR", "cinematic", "RAW photo", or "shot on [camera]". Trigger this even when the user just says…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Rewrite a flat or sparse prompt into vivid, multi-dimensional artistic language. Use when the user asks for "creative", "aesthetic", "dreamy", "artistic", "masterpiece", "professional art", "award-winning", "concept art", "surreal", "futuristic", or "imaginative" images — or whenever the prompt feels too plain and the…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Configuration guide for Qwen-Image-2512, Alibaba's top-ranked open-source text-to-image model (Dec 2025). Detect this model when the workflow contains UNETLoader with "qwenimage" in the model name, or CLIPLoader with type "qwenimage". Uses standard ComfyUI nodes (UNETLoader, CLIPLoader, VAELoader, KSampler…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude Code

Apply separate text prompts to distinct image regions to prevent style contamination between subject and background. Use when the verifier reports subject and background look mismatched, scene elements compete stylistically, background is too plain or generic relative to the subject, or fixstrategy contains…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Choose the right KSampler samplername + scheduler pair for the active checkpoint. Consult before changing sampler / scheduler / step count, when the verifier reports overcooked detail, grainy noise, color cast, or posterized output, or when a workflow defaults to dpmpp2m + karras and the user wants faster / sharper /…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Rewrite prompts to explicitly encode spatial relationships and physical arrangements between objects. Use when the user describes scenes with multiple elements using words like "on the left/right", "above/below", "behind/in front of", "jumping over", "in a circle", "partially hidden", or when multiple characters or…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Restructure prompts for accurate in-image text rendering. Use when the user wants specific text, quotes, signs, labels, or logos to appear in the generated image — including phrases like "a sign saying...", "text on the shirt", "a logo with the word", or whenever the user places target text in quotation marks. Text in…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Architecture recipes for building ComfyUI video-generation workflows from scratch. Activate whenever modality=video and the workflow is empty or near-empty. Pairs with model-specific skills like wan-video-2.2 for parameter values; this skill owns the graph topology.

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Configuration guide for Wan2.2, Alibaba's open-source text-to-video and image-to-video model. Activate when the user wants video generation (modality=video) and the available models include any of "wan", "wan2.2", or "wanvideo". Covers both ComfyUI native Wan nodes and the kijai WanVideoWrapper custom-node ecosystem …

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Build a complete ComfyUI workflow from scratch. Use when the starting workflow is empty, when you need to construct a new pipeline topology, or when the user asks to "create a workflow", "build from scratch", "start fresh", or "generate a new workflow". Covers SD 1.5, SDXL, Flux, and DiT (Qwen/HunyuanDiT)…

Moms-Organic-Agent-Lab/comfyclaw

Skill Claude CodeCodex

Preflight wiring, enum, and parameter checks that prevent the most common ComfyUI validation failures. Consult before connecting CheckpointLoaderSimple outputs, wiring KSampler / VAE / LoraLoader, editing dropdown enum values (samplername, scheduler, upscalemethod), setting strength / cfg / denoise parameters, or…