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x-gengroup

@x-gengroup source repo

6 published skills

  1. ▌
    Ff Debug · x-gengroup
    Debug Flow-Factory crashes, hangs, OOMs, numerical failures, finite-loader errors, component routing, distributed preparation, optimizer roles, and checkpoint/resume mismatches. Use for bug fixing or unexpected training behavior.
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  2. ▌
    Ff Review · x-gengroup
    Review Flow-Factory changes before commit or merge for contract violations, cross-module drift, distributed/checkpoint safety, docs consistency, implementation quality, and test evidence.
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  3. ▌
    Ff Develop · x-gengroup
    Develop or refactor Flow-Factory features with cross-module impact analysis across execution contracts, typed data/model I/O, component loading, prepared bundles, rewards, variants, optimizers, distributed backends, and checkpoints.
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  4. ▌
    Ff New Model · x-gengroup
    Add a Flow-Factory model adapter, including component runtime, model I/O, online trajectory, offline output-state, distributed loading, checkpointing, registry, examples, and parity verification.
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    Ff New Reward · x-gengroup
    Add a Flow-Factory reward model with pointwise/groupwise dispatch, media conversion, per-dataset routing, async execution, backend-safe loading, registry, configuration, and verification.
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  6. ▌
    Ff New Algorithm · x-gengroup
    Add an online, offline, or distillation training algorithm to Flow-Factory. Use for a new trainer, objective, execution contract integration, or multi-role training method.
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