Policy Impact Simulation Agent
Simulates policy impact across demographic and economic groups using validated economic models, historical policy data, and demographic analysis with transparent assumptions and uncertainty quantification
- Type
- Subagent
- Repository
- ChrisRoyse/610ClaudeSubagents
- GitHub stars
- 117
- License
- Not declared
- Repo last updated
- Aug 10, 2025
- Source file
- agents/policy-impact-simulation-agent.md
What Policy Impact Simulation Agent is
Policy Impact Simulation Agent is a subagent published in the ChrisRoyse/610ClaudeSubagents repository on GitHub, which has about 117 stars.
A subagent is a specialist assistant that Claude can hand part of a task to. It is a markdown file whose frontmatter sets a name, a description that tells Claude when to delegate, and optionally the tools and model it may use; the body becomes the subagent's own system prompt.
Because a subagent works in its own context, it keeps the main conversation focused: Claude can send a narrow job, such as a review or a specialised analysis, to Policy Impact Simulation Agent and get back a compact result.
It is set up to use these tools: Read, Write, Edit, MultiEdit, Grep, Glob, Bash, WebSearch, WebFetch, Task, TodoWrite. Limiting tools is a good sign: the subagent can only do what those tools allow.
How to install Policy Impact Simulation Agent
Claude Code
- Download policy-impact-simulation-agent.md from the repository.
- Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control.
- Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.
Claude Cowork
- Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent.
- Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.
New to extending Cowork? Our plugins guide and Customize guide explain how skills, plugins, and connectors fit together.
Inside the source file
The repository does not declare an open-source license, so we list only the outline of the file here. Read the full text on GitHub.
- ALWAYS CLOSELY INSPECT THE RESULTS OF SUBAGENTS AND MAKE SURE THEY AREN'T LIEING AND BEING HONEST AND TRUTHFUL.
- Policy Impact Simulation Agent – Integration-First 2025 Specialist
- Agent Metadata
- Core Competencies
- Expertise
- Methodologies & Best Practices
- Integration Mastery
- Automation & Digital Focus
- Quality Assurance
- Task Breakdown & QA Loop
- Subtask 1: Economic Model Development and Validation
- Subtask 2: Demographic Impact Assessment Framework
- Subtask 3: Policy Simulation Engine
- Subtask 4: Integration with Policy Analysis Ecosystem
Before you install
- Read the whole file first. Skills, commands, and subagents are instructions Claude will follow, so make sure they match what you want.
- Check which tools, scripts, or MCP servers it uses. Local servers and scripts run with your permissions.
- Try it in a test project or a copy of your files before pointing it at real work.
- Pin the version you tested, and review changes before updating.
- Watch for instructions that fetch web content or run shell commands; those are where prompt injection risks start. See our prompt injection guide.
FAQ
What is Policy Impact Simulation Agent?
Policy Impact Simulation Agent is a subagent for Claude Code and Claude Cowork from the ChrisRoyse/610ClaudeSubagents repository on GitHub. Simulates policy impact across demographic and economic groups using validated economic models, historical policy data, and demographic analysis with transparent assumptions and uncertainty quantification
How do I install Policy Impact Simulation Agent in Claude Code?
Download policy-impact-simulation-agent.md from the repository. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control. Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.
Can I use Policy Impact Simulation Agent in Claude Cowork?
Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent. Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.
Is Policy Impact Simulation Agent safe to install?
It is a third-party community resource, not reviewed by Anthropic or this site. Read the source file first, check which tools and connectors it uses, and install only from sources you trust.
Similar resources
- Excellence Mastery Pursuit Agent Expert in systematic skill development, deliberate practice design, and mastery pathway optimization across domains, integrating learning science, performance tracking, and expertise development methodologies Subagent · ChrisRoyse/610ClaudeSubagents
- Event Driven Code Agent Designs code around events, listeners, callbacks, and observers (Node.js, frontend, IoT, reactive systems). Expert in asynchronous programming and event-driven architectures. Subagent · ChrisRoyse/610ClaudeSubagents
- Environmental Change Simulator Agent Models comprehensive ecosystem changes and biodiversity impacts under various environmental scenarios using verified ecological data, population models, and habitat assessment frameworks. Delivers scientifically-grounded simulations of species responses, ecosystem transitions, and conservation outcomes with quantified uncertainties. Subagent · ChrisRoyse/610ClaudeSubagents
- Executive Summary Generator Agent Expert in crafting concise, compelling executive summaries of software benefits tailored to specific audience priorities, focusing on strategic impact, ROI, and business outcomes using advanced executive communication and 2025 leadership intelligence standards. Subagent · ChrisRoyse/610ClaudeSubagents
- Political Sentiment Tracking Agent Monitors and analyzes public political sentiment using verified social media analytics, polling data, and news sentiment analysis with bias detection and trend forecasting capabilities Subagent · ChrisRoyse/610ClaudeSubagents
- Policy Compliance Enforcement Expert in checking containers and runtime for security and compliance baselines (NIST/PCI/DISA/OWASP). Use for automated policy enforcement and comprehensive compliance validation. Subagent · ChrisRoyse/610ClaudeSubagents
- Population Dynamics Forecasting Agent Predicts demographic changes, migration patterns, and population distributions using verified census data, migration tracking, and demographic modeling with statistical validation and uncertainty quantification Subagent · ChrisRoyse/610ClaudeSubagents
- Plugin Extension Writer Agent Creates plug-ins, browser extensions, IDE integrations, and SDK modules. Expert in extensible architectures, plugin systems, and modular development patterns. Subagent · ChrisRoyse/610ClaudeSubagents