A portable Agent Skill that finds the real constraint limiting an idea, product, codebase, architecture, workflow, or AI agent.
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Updated
Aug 13, 2026
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.
20 Hands-on Linux performance tuning labs across physical, virtual, and cloud environments covering observability, bottleneck analysis, kernel tuning, and optimization.
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.
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。
白毛股神的供应链瓶颈分析框架 - 5-layer supply chain bottleneck investment framework
Measure and visualize why LLM inference is slow: bottleneck analysis, model dissection, KV-cache, GEMM/GEMV, quantization, and memory-bound decoding.
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.
數位商品銷售深度調研 & 瓶頸分析報告
Análise de processos produtivos com Python, métricas de fluxo, exceções e identificação de gargalos.
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.
Discrete-event simulation of multi-stage operational workflows using SimPy. Identify bottleneck nodes, model queue buildup, and test capacity changes before they hit production.
An advanced Python profiling and performance analysis toolkit that unifies timing, resource monitoring, line-by-line profiling, flame graphs, call graphs, memory leak detection, async/thread analysis, live dashboards, and intelligent optimization suggestions in one extensible platform.
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.
Client-side GTA Online empire evaluator: income scoring, bottleneck detection, prioritized action plans, and a 795-vehicle garage database. React 19 + Vite 7, zero backend.
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