{
 "schema": "aiblocks-page/1",
 "id": "skin-realism-image-prompt-checker",
 "type": "skill",
 "name": "Skin realism image prompt checker",
 "summary": "Check a portrait or image prompt for fake-looking skin, hands and contact. Get one fix that keeps the face and light.",
 "headline": "Skin realism image prompt checker",
 "subhead": "Paste an image prompt or upload a portrait, and say whether it is a still or part of a video. You get the biggest skin, hand and contact faults ranked, and one revised prompt that keeps the face, age, skin tone and light.",
 "job": {
  "id": "make-images",
  "name": "Make images and art"
 },
 "level": "intermediate",
 "thinking": "medium",
 "tested": true,
 "updated": "2026-10-28",
 "first_published": "2026-10-25",
 "inputs": [
  {
   "type": "brief",
   "required": true,
   "label": "Brief",
   "what": "a creative brief: goal, audience, angle, offer, mandatory claims (by ID), formats"
  },
  {
   "type": "approved_image",
   "required": false,
   "label": "Approved image",
   "what": "an image a person has approved for use"
  },
  {
   "type": "reference_set",
   "required": false,
   "label": "Reference set",
   "what": "ads or pages chosen as references, by ID from the user's own connector, with each one's role"
  }
 ],
 "outputs": [
  {
   "type": "audit_report",
   "required": true,
   "label": "Audit report",
   "what": "findings with evidence, severity, missing inputs and next actions"
  },
  {
   "type": "image_prompt",
   "required": true,
   "label": "Image prompt",
   "what": "a render-ready image prompt plus the reference roles it uses"
  }
 ],
 "you_give": [
  "Your image prompt or portrait, as text, a file or a link",
  "Whether the image is a still or part of a video",
  "The face, age and skin tone you want to keep",
  "Approved reference images (optional)"
 ],
 "you_get": [
  "A note on whether the AI saw a real image or only your prompt",
  "A short list of the biggest skin, hand and contact faults, ranked by impact",
  "One revised prompt or edit instruction with a list of what to keep",
  "A list of checks that did not run"
 ],
 "use_when": [
  "You need a focused skin, hand and contact realism review.",
  "You want a clear draft and checks from the material you already have."
 ],
 "skip_when": [
  "You want a stylized, cartoon or painted look: skip the skin check, since it only suits photorealistic work.",
  "You want the image made: run the revised prompt in your image tool, because this only reviews and rewrites the prompt.",
  "You want proof a beauty product works: ask a person with real before and after photos, since this never claims product results."
 ],
 "output_sample": {
  "input": [
   "Your image prompt or portrait (a file or link works too)",
   "Whether it is a still or a video",
   "The face, age and skin tone to keep",
   "Approved reference images (optional)"
  ],
  "prerequisites": [
   "An AI that can view images, if you want it to check a real picture and not just a prompt"
  ],
  "output": [
   {
    "name": "Observed or prompt-only",
    "contains": "Says whether the AI looked at a real image or only read your prompt."
   },
   {
    "name": "Top faults",
    "contains": "A short list of the biggest problems, each with the face zone, the evidence and the likely cause."
   },
   {
    "name": "Revised prompt",
    "contains": "One prompt or edit instruction with a single focused change and a list of what to keep."
   },
   {
    "name": "Checks not run",
    "contains": "Names any image or video check the AI could not do."
   }
  ]
 },
 "how_to_use": [
  "Open your AI and paste the skill, or upload the pack and ask it to follow the skill.",
  "Add your prompt or portrait. Say if it is a still or a video.",
  "Tell it the face, age and skin tone to keep. Add reference images if you have them.",
  "Read the faults list and check it against your image.",
  "Run the revised prompt in your image tool. Compare the same face zones and the hands.",
  "If faults remain, run the checker again on the new result."
 ],
 "checks": [],
 "next": [
  {
   "name": "Multi-provider image maker",
   "url": "https://useaiblocks.com/skills/multi-provider-image-maker",
   "why": "Multi-provider image maker"
  }
 ],
 "source": null,
 "credits": [],
 "files": [
  "references/worked-example.md"
 ],
 "links": {
  "page": "https://useaiblocks.com/skills/skin-realism-image-prompt-checker",
  "markdown": "https://useaiblocks.com/skills/skin-realism-image-prompt-checker.md",
  "json": "https://useaiblocks.com/skills/skin-realism-image-prompt-checker.json",
  "instructions": "https://useaiblocks.com/skills/skin-realism-image-prompt-checker/SKILL.md",
  "download": "https://useaiblocks.com/skills/skin-realism-image-prompt-checker.zip",
  "api_item": "https://useaiblocks.com/api/v1/items/skin-realism-image-prompt-checker",
  "api_document": "https://useaiblocks.com/api/v1/documents/skill/skin-realism-image-prompt-checker",
  "mcp": "https://useaiblocks.com/mcp"
 }
}