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-chamberSkills in this plugin
- ▌ ml-setup · sirnosh bundleSets up the BMad ML module in a project. Use when the user requests to 'install ML module', 'configure BMad ML', or 'setup BMad ML'.
- ▌ bmad-ml-nosh · sirnosh bundleShared 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".
- ▌ bmad-ml-fade · sirnosh bundleFrontier 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.
- ▌ bmad-ml-sage · sirnosh bundleProvides PhD-level mathematical analysis for machine learning, including optimization theory, statistical learning theory, and convergence proofs.
- ▌ bmad-ml-sova · sirnosh bundleLiterature 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.
- ▌ bmad-ml-astra · sirnosh bundleInterdisciplinary 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.
- ▌ bmad-ml-viper · sirnosh bundleAdversarial 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.
- ▌ bmad-ml-breach · sirnosh bundleExperimental 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.
- ▌ bmad-ml-cypher · sirnosh bundleDataset 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.
- ▌ bmad-ml-luna · sirnosh bundlePrompt and interaction designer for reliable AI behavior. Use when the user asks to talk to Luna, requests prompt engineering, or needs agent behavior specification.
- ▌ bmad-ml-killjoy · sirnosh bundleSystems 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.
- ▌ bmad-ml-moody · sirnosh bundleAI 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.
- ▌ bmad-ml-snape · sirnosh bundleAI 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.
- ▌ bmad-ml-hagrid · sirnosh bundleData 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.
- ▌ bmad-ml-hermione · sirnosh bundleImplementation 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.
- ▌ bmad-ml-dumbledore · sirnosh bundleAI 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.
- ▌ bmad-ml-mcgonagall · sirnosh bundleMLOps 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.
- ▌ bmad-ml-jett · sirnosh bundleFast-executing ML engineer for experiments. Use when the user asks to talk to Jett, requests the ML engineer, or needs experiment implementation.
- ▌ bmad-ml-kayo · sirnosh bundleAdversarial 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.
- ▌ bmad-ml-omen · sirnosh bundleStandard reviewer for correctness and reproducibility. Use when the user asks to talk to Omen, requests a code review, or needs reproducibility verification.
- ▌ bmad-ml-gekko · sirnosh bundleData pipeline specialist for ML experiments. Use when the user asks to talk to Gekko, requests the data engineer, or needs DataLoader optimization.
- ▌ bmad-ml-chamber · sirnosh bundleArchitecture specialist for model and training systems. Use when the user asks to talk to Chamber, requests the ML architect, or needs model architecture decisions.