from civic-analytics-agent-workflow-claude-skill36
A master workflow for city policy analysis and civic innovation: frames problems, runs evidence-based analysis, crafts communications, benchmarks across cities,
A five-phase orchestration skill for municipal policy work. It guides agents through problem framing, rigorous data analysis, stakeholder-facing communication, cross-city benchmarking, and performance management — with explicit checks for rigor, inclusivity, and reproducibility. Includes schema notes and tool calls for Boston, San Francisco, Seattle, and DC open data sources.
Use this skill for end-to-end city investigations: scoping an ambiguous civic problem, running equity-focused analyses on 311 or other municipal datasets, producing policy memos or dashboards, comparing outcomes across peer cities, or calculating budget × staffing performance metrics. Ideal when a user requests a "full analysis", policy brief, or data-driven recommendation.
Well suited to agents with data access and tooling for HTTP/HTTP-API calls and dataset queries (Claude Code, Copilot/Code models, Cursor-like agents with Socrata/ArcGIS connectors).
This skill has not been reviewed by our automated audit pipeline yet.
