Orchestrates lifecycle, execution, monitoring and reporting of experiments.
npx skills add https://github.com/Vincentwei1021/Synapse --skill experiments
Please help me install this Agent Skill. Skill: experiments Source: https://github.com/Vincentwei1021/Synapse/tree/main/public/synapse-plugin/skills/experiments Command: npx skills add https://github.com/Vincentwei1021/Synapse --skill experiments
It eliminates the friction of planning, executing, and reliably reporting research experiments across compute, sessions, and experiment lifecycle states.
Use case: You have multiple approved experiment cards and want to start, track progress during long training runs, recover from execution issues, then produce a complete results writeup with charts and artifacts.
Ask your AI agent to run the experiments skill to check your assigned experiments, start the selected pending_start experiment, and then submit results followed by saving the full experiment report.
High-intent search queries and answers about installing and using this skill.
Manage Synapse experiment lifecycles by drafting plans, running self-reviews, moving through pending review to start, and handling revisions via correct tool-driven lifecycle transitions.
Reserve GPUs and start compute workloads to run long tasks with resilient logging, SSH access, and parallel sub-agents for complex experiment execution.
Experiment monitoring uses periodic progress heartbeats to track long runs and captures incident lessons during execution to ensure durable completion hygiene.
Submit structured results and save full Markdown experiment reports with uploaded figures to ensure durable completion hygiene and comprehensive research documentation.
Orchestrate Synapse experiments for both human researchers and AI agents by applying tool-driven lifecycle transitions to plan, execute, monitor, and report research tasks.
Skipping correct lifecycle transitions prevents proper compute reservation, blocks progress heartbeats, and fails to capture incident lessons or save durable Markdown experiment reports.
TenureAIGenerate execution-ready research plans with experiments and expected outcomes.
chenghaoYangGenerate publication-quality plots, tables, and LaTeX snippets from experiment data.
duany049Execute planned ML experiments from wiki specs with deployment and result collection.
arm2armDeploy and manage GPU workloads on Modal with serverless compute.
