Skill · em Dados, IA e pesquisa

simpy

Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared…

Procedência

Origem: davila7/claude-code-templates
Caminho: cli-tool/components/skills/scientific/simpy
Versão fixada: 57f899e5394bb8ca166f38eacae8f0853cbfe033
Licença: MIT
Espelhado em 25/09/2026
2 downloads no Claude Code Templates (lido em 25/09/2026)

Antes de instalar

8 arquivos · 78,5 KB · inclui 2 scripts que executam: scripts/basic_simulation_template.py, scripts/resource_monitor.py

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/skills/simpy/.

d=".claude/skills/simpy"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/simpy"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/events.md" "$u/references/events.md" \
  -o "$d/references/monitoring.md" "$u/references/monitoring.md" \
  -o "$d/references/process-interaction.md" "$u/references/process-interaction.md" \
  -o "$d/references/real-time.md" "$u/references/real-time.md" \
  -o "$d/references/resources.md" "$u/references/resources.md" \
  -o "$d/scripts/basic_simulation_template.py" "$u/scripts/basic_simulation_template.py" \
  -o "$d/scripts/resource_monitor.py" "$u/scripts/resource_monitor.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/skills/simpy/.

d="$HOME/.claude/skills/simpy"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/simpy"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/events.md" "$u/references/events.md" \
  -o "$d/references/monitoring.md" "$u/references/monitoring.md" \
  -o "$d/references/process-interaction.md" "$u/references/process-interaction.md" \
  -o "$d/references/real-time.md" "$u/references/real-time.md" \
  -o "$d/references/resources.md" "$u/references/resources.md" \
  -o "$d/scripts/basic_simulation_template.py" "$u/scripts/basic_simulation_template.py" \
  -o "$d/scripts/resource_monitor.py" "$u/scripts/resource_monitor.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: instala em .agents/skills/simpy/.

d=".agents/skills/simpy"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/simpy"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/events.md" "$u/references/events.md" \
  -o "$d/references/monitoring.md" "$u/references/monitoring.md" \
  -o "$d/references/process-interaction.md" "$u/references/process-interaction.md" \
  -o "$d/references/real-time.md" "$u/references/real-time.md" \
  -o "$d/references/resources.md" "$u/references/resources.md" \
  -o "$d/scripts/basic_simulation_template.py" "$u/scripts/basic_simulation_template.py" \
  -o "$d/scripts/resource_monitor.py" "$u/scripts/resource_monitor.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.agents/skills/simpy/.

d="$HOME/.agents/skills/simpy"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/simpy"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/events.md" "$u/references/events.md" \
  -o "$d/references/monitoring.md" "$u/references/monitoring.md" \
  -o "$d/references/process-interaction.md" "$u/references/process-interaction.md" \
  -o "$d/references/real-time.md" "$u/references/real-time.md" \
  -o "$d/references/resources.md" "$u/references/resources.md" \
  -o "$d/scripts/basic_simulation_template.py" "$u/scripts/basic_simulation_template.py" \
  -o "$d/scripts/resource_monitor.py" "$u/scripts/resource_monitor.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Antigravity

Neste projeto: instala em .agents/skills/simpy/.

d=".agents/skills/simpy"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/simpy"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/events.md" "$u/references/events.md" \
  -o "$d/references/monitoring.md" "$u/references/monitoring.md" \
  -o "$d/references/process-interaction.md" "$u/references/process-interaction.md" \
  -o "$d/references/real-time.md" "$u/references/real-time.md" \
  -o "$d/references/resources.md" "$u/references/resources.md" \
  -o "$d/scripts/basic_simulation_template.py" "$u/scripts/basic_simulation_template.py" \
  -o "$d/scripts/resource_monitor.py" "$u/scripts/resource_monitor.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.gemini/antigravity-cli/skills/simpy/.

d="$HOME/.gemini/antigravity-cli/skills/simpy"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/simpy"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/events.md" "$u/references/events.md" \
  -o "$d/references/monitoring.md" "$u/references/monitoring.md" \
  -o "$d/references/process-interaction.md" "$u/references/process-interaction.md" \
  -o "$d/references/real-time.md" "$u/references/real-time.md" \
  -o "$d/references/resources.md" "$u/references/resources.md" \
  -o "$d/scripts/basic_simulation_template.py" "$u/scripts/basic_simulation_template.py" \
  -o "$d/scripts/resource_monitor.py" "$u/scripts/resource_monitor.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Peça ao Rook

Já usa o Rook Labs? Cole no chat do Rook: instale a skill https://rooklabs.sh/marketplace/cct.simpy

Prévia do SKILL.md

---
name: simpy
description: Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resource…
---

# SimPy - Discrete-Event Simulation

## Overview

SimPy is a process-based discrete-event simulation framework based on standard Python. Use SimPy to model systems where entities (customers, vehicles, packets, etc.) interact with each other and compete for shared resources (servers, machines, bandwidth, etc.) over time.

**Core capabilities:**
- Process modeling using Python generator functions
- Shared resource management (servers, containers, stores)
- Event-driven scheduling and synchronization
- Real-time simulations synchronized with wall-clock time
- Comprehensive monitoring and data collection

## When to Use This Skill

Use the SimPy skill when:

1. **Modeling discrete-event systems** - Systems where events occur at irregular intervals
2. **Resource contention** - Entities compete for limited resources (servers, machines, staff)
3. **Queue analysis** - Studying waiting lines, service times, and throughput
4. **Process optimization** - Analyzing manufacturing, logistics, or service processes
5. **Network simulation** - Packet routing, bandwidth allocation, latency analysis
6. **Capacity planning** - Determining optimal resource levels for desired performance
7. **System validation** - Testing system behavior before implementation

**Not suitable for:**
- Continuous simulations with fixed time steps (consider SciPy ODE solvers)
- Independent processes without resource sharing
- Pure mathematical optimization (consider SciPy optimize)

## Quick Start

### Basic Simulation Structure

```python
…

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