A portable Agent Skill that finds the real constraint limiting an idea, product, codebase, architecture, workflow, or AI agent.
Local-first production-line takt simulator and bounded industrial digital-twin workbench with PLC/MES gateway and AI analysis.
Draw your factory. Press play. Watch the bottleneck appear. A free, zero-install digital twin studio for production lines — runs entirely in your browser.
Bottleneck-analysis tool for a serial production line: load your measured cycle times, validate the model against real output, and quantify the ROI of fixing the constraint.
LLM capacity-planning copilot for chip validation labs in Python: NL query -> SimPy discrete-event simulation -> sensitivity diagnosis; Anthropic API with deterministic fallback, FastAPI service, Monte-Carlo bottleneck analysis, Docker + GitHub Actions CI; 27/27 pytest passing; synthetic-data limits disclosed.
20 Hands-on Linux performance tuning labs across physical, virtual, and cloud environments covering observability, bottleneck analysis, kernel tuning, and optimization.
Simulador profesional de operaciones de restaurante: editor 2D + motor de simulación determinista de eventos discretos. Open source (MIT). React + TypeScript + Vite.
白毛股神的供应链瓶颈分析框架 - 5-layer supply chain bottleneck investment framework
PuffLine Planner：电子烟产线仿真与人力规划工具。支持烟弹/烟油/尼古丁袋产线仿真、瓶颈与 WIP 分析、人力需求预估、排班成本与智能优化，面向 IE 工程师、产线经理、HRBP 与供应链从业者。Production line simulation & manpower planning for e-cigarette, e-liquid and nicotine pouch manufacturing — SimPy + Python + Tkinter。
Geomorphological investigation of the Wimbach and Klausbach valleys using ERT, TLS, GIS, geomorphic mapping, and Structure-from-Motion techniques to explore surface and subsurface landscape characteristics.
Measure and visualize why LLM inference is slow: bottleneck analysis, model dissection, KV-cache, GEMM/GEMV, quantization, and memory-bound decoding.
數位商品銷售深度調研 & 瓶頸分析報告
Change the assumptions. See what breaks first. Ask an open model why.
Cinematic, high-performance HTML5 Canvas engine that visualizes database systems under load. Demonstrates failure, scaling, replication, caching, and optimization through real-time animation. Zero dependencies, production-grade rendering, and system architecture storytelling in a single-page app.
Cinematic, high-performance HTML5 Canvas engine that visualizes database systems under load. Demonstrates failure, scaling, replication, caching, and optimization through real-time animation. Zero dependencies, production-grade rendering, and system architecture storytelling in a single-page app.
Dependency-light OEE and bottleneck analysis for manufacturing event logs.
Customer-support operations control tower: process mining, SLA bottleneck detection, and capacity forecasting on 250K+ workflow events across 50K cases. Airflow + dbt + DuckDB + Pandas + 6-page Streamlit dashboard.
Manufacturing analytics portfolio project using synthetic inspection data, Python and pandas to surface final-inspection bottleneck signals and generate reproducible reports.
Análise de processos produtivos com Python, métricas de fluxo, exceções e identificação de gargalos.
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