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astroreason-bench-evaluating-unified-agentic
【效率与协作】Recent advances in agentic Large Language Models (LLMs) have positioned them as generalist planners capable of reasoning and acting across diverse tasks. However, existing agent benchmarks largely focus on symbolic or weakly grounded environments, leaving their performance in physics-constrained real-world domains underexplored. We introduce AstroRea…
customization-extension
【部署与运维】Extend nnU-Net v2 with custom trainers, planners, preprocessors, normalization, image IO, label/region handling, external trainer deployment, and safe class discovery.
default-planner
【设计与创意】Analyze user requests and create executable task plans for any type of work. Use this skill when the work type is unclear, spans multiple domains (frontend+backend+infra), or doesn't fit specialized planners. Triggered by general requests like "build an app", "create a system", or "implement a solution".
default-planner
【设计与创意】Analyze user requests and create executable task plans for any type of work. Use this skill when the work type is unclear, spans multiple domains (frontend+backend+infra), or doesn't fit specialized planners. Triggered by general requests like "build an app", "create a system", or "implement a solution".
eaglet-planner
【效率与协作】Train efficient planners for long-horizon agent tasks using homologous consensus filtering to generate synthetic plans from strong LLMs and rule-based RL with executor capability rewards. Reduces training cost by 8x while maintaining state-of-the-art performance.
etsy-digital-products
【开发与工程】Digital product creation and selling — templates, printables, planners, digital art, delivery setup
inventory-demand-planning
【数据与研究】Codified expertise for demand forecasting, safety stock optimisation, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation fram…
inventory-demand-planning
【数据与研究】在庫管理、需要予測、補充戦略、およびサプライチェーン最適化。 Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition manageme…
inventory-demand-planning
【数据与研究】Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation fram…
inventory-demand-planning
【数据与研究】在庫管理、需要予測、補充戦略、およびサプライチェーン最適化。 Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition manageme…
inventory-demand-planning
【数据与研究】Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation fram…
inventory-demand-planning
【数据与研究】Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation fram…
model-inference
【部署与运维】Guide InternLM-XComposer Transformers, LMDeploy/AWQ, multi-GPU, Gradio, and composition inference workflows with safe planners and approved runnable entrypoints.
simulation-and-evaluation
【效率与协作】Implement or run nuPlan planners, assemble open or closed loop simulations, compute and aggregate metrics, inspect serialized results, or launch nuBoard.
skill-117
【开发与工程】Automated Planning utilities for loading PDDL domains and problems, generating plans using classical planners, validating plans, and saving plan outputs. Supports standard PDDL parsing, plan synthesis, and correctness verification.