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Generate images without heavy local installs — free APIs (Pollinations.ai), pre-generated galleries (Generated Photos), and quick alternatives. MiniMax image-01 is now PRIMARY for Malay/SEA phenotype — this skill covers free fallbacks only.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | lightweight-image-generation |
| description | Generate images without heavy local installs — free APIs (Pollinations.ai), pre-generated galleries (Generated Photos), and quick alternatives. MiniMax image-01 is now PRIMARY for Malay/SEA phenotype — this skill covers free fallbacks only. |
| version | 2.0.0 |
| tags | ["image-generation","free-api","pollinations","ai-faces","lightweight","fallback","malay-phenotype"] |
| metadata | {"hermes":{"category":"creative","related_skills":["comfyui","minimax-cli","token-plan-image"]},"forge_policy":"/root/A-FORGE/forge_work/2026-07-20/model-selection-policy.md"} |
Free, no-install image generation for when ComfyUI isn't available or overkill.
Best option for quick AI image generation. No API key, no auth, no rate limit.
# URL-encode the prompt
curl -sL "https://image.pollinations.ai/prompt/YOUR_PROMPT%20HERE?width=512&height=512&nologo=true&seed=42" \
-o /tmp/generated.jpg
Parameters:
width / height — image dimensions (default 512)nologo=true — remove watermarkseed — reproducible generation (any integer)Tips:
%20 for spaces, %2C for commas)curl --max-time 90Example prompts:
handsome muscular malay man gym selfie realistic portrait
beautiful malay woman wearing hijab studio portrait professional
kuala lumpur skyline sunset photorealistic
2.6M+ photorealistic AI faces that don't belong to real people.
Gallery: https://generated.photos/faces
# Step 1: Navigate to gallery in browser, get image URLs
# Step 2: Download with EXACT URL (can't resize!)
curl -sL -H "Referer: https://generated.photos/" \
"https://images.generated.photos/<SIGNATURE>/rs:fit:256:256/<PATH>" \
-o /tmp/face.jpg
Critical pitfalls:
rs:fit:256:256 to rs:fit:512:512 returns {"detail":"Bad Signature"}Referer: https://generated.photos/ header?ethnicity=asian don't work; must use in-page JS filtersthispersondoesnotexist.com is DEFUNCT (domain for sale as of 2026-07)The SPA filter requires JavaScript interaction. Use browser_click on filter buttons:
https://generated.photos/facesbrowser_get_images()Note: "Asian" category is mostly East Asian (Chinese/Japanese/Korean). Limited Southeast Asian / Malay faces.
Canonical model-selection lives in
minimax-cli. Policy:/root/A-FORGE/forge_work/2026-07-20/model-selection-policy.md
| Need | Tool |
|---|---|
| Malay/SEA phenotype, realism | MiniMax image-01 — see minimax-cli 🧬 Phenotype |
| Quick free draft | Pollinations.ai |
| Pre-generated face | Generated Photos |
| Video | MiniMax (mmx video) |
Selection rules: See minimax-cli 🔥 Generate for full capability matrix and contrast data.
{"error":"Too Many Requests","message":"Queue full for IP: ..."} as a ~1KB file with .jpg extension. Always verify output with file command after download. If it says "JSON text data" or file size < 5KB, it's a rate limit error, not an image. Fix: sleep 10 && curl ... with --max-time 120. Same IP can queue ~1 request at a time.--max-time 90 for first attempt, --max-time 120 for retry.Reconcile split-brain truth sources in a multi-organ federation — when arifOS capability_map, Hermes config.yaml providers block, MCP server registry, and runtime env all claim to be the canonical source for "what's configured". Load when Arif reports "Hermes says 1 provider, arifOS says 28", when a tool call fails with unknown provider, or when fixing audit findings about API key / model / organ coverage.
Add, fix, or migrate custom/third-party LLM providers in a Hermes Agent install so they appear in `/model` (CLI) and the Telegram gateway picker. Covers providers block shape, env-var key mapping, security-blocker on direct config writes, three-tier multimodal fallback chains, MiMo UltraSpeed/Pro/v2.5 capability matrix and supports_vision flag for forced auxiliary routing, vault→hermes.env key sync pattern, picker zen with 5-state failure classification (OK/PAUSED/BROKEN/CHAT_INCOMPATIBLE/EXC) and dedupe by route priority, MoA preset cross-dependency on provider models, MiniMax direct provider + mmx-cli for multimodal generation, OpenCode Go vs Zen tier verification, and dead fallback cleanup.
MiniMax multimodal via mmx-cli — TTS, video, music, image, vision, search
Test whether a proposed improvement actually beats the existing baseline BEFORE committing to build it. Spawn parallel forge agents that each compare challenger vs baseline on the same data. Kill ideas that don't improve; forge only what measurably helps.
Map of the arifOS federation — organs, ports, roles, MCP surfaces, health probes. Load when Arif asks 'what organs are alive', 'show me the federation', 'is X running', 'what port is Y', or when you need to route a task to the right organ.
Probe live state BEFORE proposing fixes, additions, or changes. Read configs, test commands, check what exists — then act only on real gaps. Use ALWAYS. This is not optional. Arif corrected multiple times (2026-07-04, 2026-07-08, 2026-07-11) for proposing fixes to things that already worked, for citing stale audits as live state, and for accepting 'first time' / 'novel' / 'pick from N options' prompts without probing disk.