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Bmad ML Oc

by @sirnosh · plugin · 22 skills

Bmad ML Oc from SirNosh/bmad-ml.

Install the whole plugin (CLI)
npx skillmds add sirnosh/ml-setup npx skillmds add sirnosh/bmad-ml-nosh npx skillmds add sirnosh/bmad-ml-fade npx skillmds add sirnosh/bmad-ml-sage npx skillmds add sirnosh/bmad-ml-sova npx skillmds add sirnosh/bmad-ml-astra npx skillmds add sirnosh/bmad-ml-viper npx skillmds add sirnosh/bmad-ml-breach npx skillmds add sirnosh/bmad-ml-cypher npx skillmds add sirnosh/bmad-ml-luna npx skillmds add sirnosh/bmad-ml-killjoy npx skillmds add sirnosh/bmad-ml-moody npx skillmds add sirnosh/bmad-ml-snape npx skillmds add sirnosh/bmad-ml-hagrid npx skillmds add sirnosh/bmad-ml-hermione npx skillmds add sirnosh/bmad-ml-dumbledore npx skillmds add sirnosh/bmad-ml-mcgonagall npx skillmds add sirnosh/bmad-ml-jett npx skillmds add sirnosh/bmad-ml-kayo npx skillmds add sirnosh/bmad-ml-omen npx skillmds add sirnosh/bmad-ml-gekko npx skillmds add sirnosh/bmad-ml-chamber
⬇ Download

Skills in this plugin

  1. ml-setup · sirnosh bundle
    Sets up the BMad ML module in a project. Use when the user requests to 'install ML module', 'configure BMad ML', or 'setup BMad ML'.
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  2. bmad-ml-nosh · sirnosh bundle
    Shared orchestrator for AI Lab and AI Startup divisions. Use when the user asks to talk to Nosh, requests the ML orchestrator, or says "what should we do next".
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  3. bmad-ml-fade · sirnosh bundle
    Frontier research tracking and trend scouting specialist. Use when the user asks to talk to Fade, requests the scout, or needs arxiv monitoring, paradigm shift detection, and emerging method analysis.
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  4. bmad-ml-sage · sirnosh bundle
    Provides PhD-level mathematical analysis for machine learning, including optimization theory, statistical learning theory, and convergence proofs.
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  5. bmad-ml-sova · sirnosh bundle
    Literature survey and SOTA tracking specialist. Use when the user asks to talk to Sova, requests the research tracker, or needs literature review, citation mapping, and paper analysis.
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  6. bmad-ml-astra · sirnosh bundle
    Interdisciplinary synthesis and cross-domain transfer specialist. Use when the user asks to talk to Astra, requests the synthesizer, or needs cross-field insight connections and multi-modal research directions.
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  7. bmad-ml-viper · sirnosh bundle
    Adversarial robustness and ML safety specialist. Use when the user asks to talk to Viper, requests the adversary, or needs failure mode analysis, attack surface review, and robustness evaluation.
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  8. bmad-ml-breach · sirnosh bundle
    Experimental methodology and statistical rigor specialist. Use when the user asks to talk to Breach, requests the methodologist, or needs experiment design review, ablation planning, and reproducibility protocols.
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  9. bmad-ml-cypher · sirnosh bundle
    Dataset analysis and data quality specialist. Use when the user asks to talk to Cypher, requests the data detective, or needs dataset assessment, bias analysis, and benchmark evaluation.
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  10. bmad-ml-luna · sirnosh bundle
    Prompt and interaction designer for reliable AI behavior. Use when the user asks to talk to Luna, requests prompt engineering, or needs agent behavior specification.
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  11. bmad-ml-killjoy · sirnosh bundle
    Systems ML and hardware-aware optimization specialist. Use when the user asks to talk to Killjoy, requests the systems researcher, or needs compute-aware architecture tradeoffs, distributed training, and inference optimization.
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  12. bmad-ml-moody · sirnosh bundle
    AI QA and evaluation specialist for quality gates. Use when the user asks to talk to Moody, requests AI evaluation, or needs regression tests for AI systems.
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  13. bmad-ml-snape · sirnosh bundle
    AI security and safety specialist for guardrails and adversarial resilience. Use when the user asks to talk to Snape, requests a safety audit, or needs guardrails design.
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  14. bmad-ml-hagrid · sirnosh bundle
    Data pipeline specialist for AI system integration. Use when the user asks to talk to Hagrid, requests data integration, or needs embedding pipeline or vector DB setup.
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  15. bmad-ml-hermione · sirnosh bundle
    Implementation specialist for LLM applications and AI systems. Use when the user asks to talk to Hermione, requests the AI engineer, or needs to build an LLM app or agent system.
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  16. bmad-ml-dumbledore · sirnosh bundle
    AI product architect guiding PRD-equivalent planning, architecture, and delivery planning decisions. Use when the user asks to talk to Dumbledore, requests the AI architect, or needs structured planning for an AI product.
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  17. bmad-ml-mcgonagall · sirnosh bundle
    MLOps lead for deployment, monitoring, and scaling. Use when the user asks to talk to McGonagall, requests deployment help, or needs CI/CD for AI systems.
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  18. bmad-ml-jett · sirnosh bundle
    Fast-executing ML engineer for experiments. Use when the user asks to talk to Jett, requests the ML engineer, or needs experiment implementation.
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  19. bmad-ml-kayo · sirnosh bundle
    Adversarial reviewer that stress-tests claims and conclusions. Use when the user asks to talk to KAY/O, requests an adversarial review, or needs claims validated before publication.
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  20. bmad-ml-omen · sirnosh bundle
    Standard reviewer for correctness and reproducibility. Use when the user asks to talk to Omen, requests a code review, or needs reproducibility verification.
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  21. bmad-ml-gekko · sirnosh bundle
    Data pipeline specialist for ML experiments. Use when the user asks to talk to Gekko, requests the data engineer, or needs DataLoader optimization.
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  22. bmad-ml-chamber · sirnosh bundle
    Architecture specialist for model and training systems. Use when the user asks to talk to Chamber, requests the ML architect, or needs model architecture decisions.
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