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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

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  1. plr-mcp plr-mcp Public

    Auditable MCP tools for PyLabRobot: run and sample context, typed provenance, simulation by default, and explicit hardware permission.

    Python

  2. plr-reverse-engineer plr-reverse-engineer Public

    Capture, decode, and guarded-replay tooling for no-API lab instruments; incomplete maps remain blocked from actuation.

    Python

  3. fullstack-omics fullstack-omics Public

    Generic, simulator-only scRNA-seq and whole-genome sequencing workflows, from planning through configurable analysis handoffs.

    Python

  4. plr-lab-robot plr-lab-robot Public

    Simulation-first lab robotics: PyLabRobot arm control, eye-in-hand vision, dexterous manipulation, and auditable workcell tasks.

    Python 1

  5. lab-cv lab-cv Public

    Offline lab-video QC plus synthetic morphokinetics benchmarks; CPU-only with labeled ground truth.

    Python

  6. plr-minimum-effective plr-minimum-effective Public

    Find the cheapest sequencing library prep that still gives a callable answer. An agent maximizes unique reads per dollar, warm-started by a bench scientist and gated on in-process CV.

    Python