PlumLoom Engine

Automated Anime Content Pipeline β€” Stable Diffusion + AI Prompts + Vision Audit

v2 Active Forge Neo

πŸ“Š Project Stats

229
Characters
5
LoRAs Active
103
AI Outfits
96
AI Poses+Scenes

βœ… Completion Status

Engine Core100%
Prompt Designer (DeepSeek)100%
Vision Critic100%
Tag Validation100%
Video Pipeline30%

πŸš€ Pipeline Phases

  • βœ… 1. ExtracciΓ³n β€” Personajes + wildcards + excepciones
  • βœ… 2. Ensamblaje β€” Master prompt + character + BREAK
  • βœ… 3. GeneraciΓ³n β€” Forge Neo API (832x1216)
  • βœ… 4. CrΓ­tico β€” OVHcloud Qwen2.5-VL audit
  • βœ… 5. Almacenamiento β€” Output/carpetas
  • πŸ”„ Generation Pipeline

    πŸ“
    Character
    personajes_unified.txt
    229 validated characters
    🧠
    DeepSeek V3.2
    Literouter API
    BREAK structure
    ⚑
    Forge Neo
    WAI-Illustrious-SDXL
    832Γ—1216 β€’ 28 steps
    πŸ‘οΈ
    Qwen2.5-VL
    OVHcloud Vision
    Anatomy audit
    πŸ’Ύ
    Output
    campaigns_X/ or
    patreon_NSFW/

    πŸ”§ Tech Stack

    🎨
    Forge Neo
    Image Generation
    πŸ€–
    DeepSeek V3.2
    Prompt Design (free)
    πŸ‘οΈ
    Qwen2.5-VL
    Vision Audit (OVHcloud)
    πŸ“¦
    Python Engine
    Pure Python pipeline
    🎬
    SVD + ESRGAN
    Video + Upscale (future)

    🎭 Active LoRAs

    • 0.7 IFL_v1.0_IL β€” Detail enhancement
    • 0.5 add-detail-xl β€” Extra detail
    • 0.6 blackwhiplash β€” Stylization
    • 0.7 scara2b_ill β€” Art style
    • 3.0 Add_color_ILXLv1 β€” Color vibrance

    πŸ“ˆ Production Status

    • βœ… X/Twitter β€” Spicy content active (656 followers)
    • ⏳ Patreon β€” Launch pending (0 content)
    • βœ… BREAK structure β€” 95% pose adherence
    • βœ… English-only tags β€” 100% compliance
    • βœ… AI Wildcards β€” DeepSeek V3.2 generated
    • βœ… 1girl+solo β€” No duplicate characters
    • ⏳ NSFW prompts β€” DeepSeek generation
    • ⏳ Video loops β€” 6-8s pipeline planned
    • ⏳ School batch audit β€” 3 images pending

    🌐 Active Endpoints

    • βœ… localhost:7860 β€” Forge Neo API
    • βœ… api.literouter.com β€” DeepSeek V3.2
    • βœ… localhost:20128 β€” Omniroute (fallback)
    • βœ… kepler.ai.cloud.ovh.net β€” Qwen2.5-VL

    🎬 Video Pipeline β€” Future Implementation

    Phase 1 β€” Foundation
    Image Generation
    βœ… Illustrious-SDXL generates base frames
    βœ… BREAK structure for pose control
    βœ… Vision audit for quality assurance
    βœ… Batch generation pipeline
    Phase 2 β€” Motion
    Video Synthesis
    πŸ”„ Stable Video Diffusion (SVD)
    πŸ”„ 512Γ—512 frames at 18 motion_bucket
    πŸ”„ 25-frame sequences (~6-8s loops)
    πŸ”„ Keyframe interpolation
    Phase 3 β€” Enhancement
    Upscale & Refine
    πŸ“‹ Real-ESRGAN super-resolution
    πŸ“‹ Frame-by-frame upscaling
    πŸ“‹ Consistency check between frames
    πŸ“‹ Artifact removal
    Phase 4 β€” Assembly
    Loop Creation
    πŸ“‹ FFmpeg crossfade transitions
    πŸ“‹ Seamless 6-8s loops
    πŸ“‹ Patreon-exclusive video content
    πŸ“‹ Batch video generation menu

    πŸ‘₯ Character Roster (229 total) β€” Sample

    hanazonohahari FF_hutaba_haruno FF_hanako FF_ikuyo FF_kita_ikuyo FF_kita_shion FF_nijika FF_ryou FF_yamada FF_yoiko FF_yukina FF_yukkuri_kesshōbu amth defdn ktgw ktgw_konami ktgw_tsubaki saekisaki takanashihitori tokimimemakoto ... and 57 more