experiment-bridge
FeaturedWorkflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute.
Install
Quality Score: 96/100
Skill Content
Details
- Author
- wanshuiyin
- Repository
- wanshuiyin/Auto-claude-code-research-in-sleep
- Created
- 6 months ago
- Last Updated
- today
- Language
- Python
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
idea-discovery
Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.
experiment
Autonomous metric-driven iteration loop. Modify code, measure a metric, keep improvements, discard regressions via git rollback. Works with any numeric metric and any direction (minimize/maximize). Use when: optimizing performance, reducing latency, minimizing bundle size, improving Lighthouse scores, or tuning any measurable metric. Triggers on: experiment, optimize, reduce latency, improve performance, minimize, maximize, benchmark, iterate, metric-driven, autoresearch
experiment
Generic experiment lifecycle orchestrator with reproducibility tracking and evolution support. Use when running any structured experiment. Integrates with /grill-research (pre-flight), /interpret-results (post-analysis), and /hypothesis-tree (evidence tracking). Subcommands — init, plan, run, evolve.