← all publishers

vladmandic

@vladmandic source repo

Report this profile Claim this profile

• 19 skills
• 0 followers
• 6 hours ago last updated

1. ▌
   Code Validation · vladmandic

   Validate TypeScript codebase for syntax errors, type safety, linting, builds, imports, and architecture. Use for: ensuring code quality before commits, detecting architecture violations, finding breaking changes, verifying logic correctness, suggesting improvements.
   0
   installs
2. ▌
   Todo · vladmandic

   Search the entire codebase for TODO markers and create a markdown document with proposed next steps for each.
   0
   installs
3. ▌
   Check UI · vladmandic

   Audit Python-to-JavaScript UI bindings for Gradio _js calls, global window exposure, and ui/globals.d.ts registration.
   0
   installs
4. ▌
   Fix Lint · vladmandic

   Run the SD.Next lint workflow in phased order: execute tools in sequence first, then apply minimal fixes, while ignoring findings explicitly marked by TODO comments in code.
   0
   installs
5. ▌
   Check API · vladmandic

   Audit SD.Next API route definitions and verify endpoint parameters plus request/response signatures against declared FastAPI contracts.
   0
   installs
6. ▌
   Port Model · vladmandic

   Port or add a model to SD.Next using a phased integration flow: select the least-new-code path that follows SD.Next conventions, then implement loader and routing updates, then validate.
   0
   installs
7. ▌
   Check Paths · vladmandic

   Audit SD.Next model-loading code for cache_dir routing on from_pretrained/from_single_file calls and verify diffusers vs HF cache path selection.
   0
   installs
8. ▌
   Debug Model · vladmandic

   Debug a broken SD.Next or Diffusers model integration. Use when a newly added or ported model fails to load, misdetects, crashes during prompt encoding or sampling, or produces incorrect outputs.
   0
   installs
9. ▌
   Update Docs · vladmandic

   Update wiki markdown docs for syntax correctness, readability, link integrity, heading hierarchy normalization, and code block language tagging. Use when a user asks to clean up markdown formatting and improve clarity while preserving technical meaning.
   0
   installs
10. ▌
    Check Models · vladmandic

    Audit SD.Next model integrations end-to-end: loaders, detect/routing, reference catalogs, and pipeline API contracts.
    0
    installs
11. ▌
    Analyze Model · vladmandic

    Analyze an external model URL (typically Hugging Face) to determine implementation style and estimate SD.Next porting difficulty using the port-model workflow.
    0
    installs
12. ▌
    Check Scripts · vladmandic

    Run a phased scripts audit in scripts/*.py: validate Script overrides (init/title/show) first, then verify ui() output compatibility with run() or process() parameters.
    0
    installs
13. ▌
    Github Issues · vladmandic

    Read SD.Next GitHub issues with the literal string [Issue] in the title and produce a phased markdown report: short summary first, then status, then suggested next steps per issue.
    0
    installs
14. ▌
    Port Pipeline · vladmandic

    Port custom model pipeline implementations to Diffusers using phased priorities: preserve behavior first, avoid new dependencies second, and keep device/attention handling configurable throughout. Use when migrating custom or non-Diffusers pipeline code into SD.Next repo-local pipeline files such as pipelines/model_<name>.py or pipelines/<model>/pipeline.py.
    0
    installs
15. ▌
    Diffusers Code · vladmandic

    Create or edit code that is compliant with Hugging Face diffusers conventions, including models, pipelines, schedulers, tests, docs, and PR preparation targeting diffusers.
    0
    installs
16. ▌
    Github Features · vladmandic

    Read SD.Next GitHub issues with [Feature] in the title and produce a phased markdown report: short summary first, then status, then suggested next steps per issue.
    0
    installs
17. ▌
    Check Processing · vladmandic

    Run a phased processing-workflow audit from UI submit bindings to backend execution: map workflow paths first, then validate parameter, type, and initialization correctness.
    0
    installs
18. ▌
    Check Schedulers · vladmandic

    Run a phased scheduler audit from modules/sd_samplers_diffusers.py and scheduler UI definitions: verify class loadability first, then config validity against scheduler capabilities, then SamplerData correctness and UI option alignment.
    0
    installs
19. ▌
    Reference Catalog · vladmandic

    Maintain and validate SD.Next model reference catalogs in data/reference*.json, including schema consistency, deduplication, link checks, and thumbnail alignment.
    0
    installs