osmosis

Plugin osmosis from marketplace osmosis in Osmosis-AI/osmosis-plugin. Commands read from the repo's manifest — yesterday.

Skills (11)

• create-rollouts

  Creates or adapts an Osmosis rollout from an agent or task, including its grader or Harbor verifier and authorized local validation. Use for new implementation or integration work.

• debug-rollouts

  Diagnoses or fixes Osmosis rollout startup, trajectory, grading, and timeout failures. Use for broken rollouts or unexpected rewards; model-quality comparisons belong to run-evals.

• deploy-models

  Selects and serves Osmosis LoRA checkpoints. Use for deployment, undeployment, deployment capacity, or inference endpoint usage.

• get-started

  Guides Osmosis onboarding, the bundled sample evaluation, and next steps from the user's goal and existing project. Use for first-time setup, a guided workflow, or deciding what to do next; specific run or debugging requests use their task skill.

• plan-eval

  Plans an Osmosis evaluation when the task, data, scoring, or comparison is undecided. Use for experiment design and budget; defined model comparisons belong to run-evals.

• plan-training

  Designs an Osmosis training experiment around a target behavior, reward, data split, and baseline. Run configuration and existing results belong to run-training.

• prepare-datasets

  Prepares, validates, splits, uploads, or downloads datasets for Osmosis. Use for concrete data files or platform datasets; experiment design belongs to the planning skills.

• run-benchmarks

  Prepares, runs, or analyzes Osmosis catalog benchmarks. Use for catalog tasks, harness comparisons, trial budgets, results, or stopping a benchmark run.

• run-evals

  Prepares, runs, or analyzes Osmosis model-quality evaluations, including small local comparisons and trained checkpoints. Use also for eval results, retries, publishing, or stopping runs.

• run-training

  Configures, submits, inspects, analyzes, or stops Osmosis training runs. Use for run settings, progress, reward trends, held-out regressions, or checkpoint comparisons.

• test-rollouts

  Verifies Osmosis rollout startup, trajectories, and grading with a bounded local smoke or regression test. Model-quality comparisons belong to run-evals, even on a small sample.

MCP servers (1)

• osmosis-docs

  connects to: https://docs.osmosis.ai/mcp

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