civic-intelligence

Name: civic-intelligence
Availability: InStock
Author: weiping

Generate concise civic and local news briefs from user prompts.

1|Updated May 9, 2026

Search Tags:#summarization #information synthesis #briefing #civic #fixture testing #local news

Ready to run

npx skills add https://github.com/weiping/gbrain-cn --skill civic-intelligence

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: civic-intelligence
Source: https://github.com/weiping/gbrain-cn/tree/main/test/fixtures/openclaw-mixed-merge/skills/civic-intelligence
Command: npx skills add https://github.com/weiping/gbrain-cn --skill civic-intelligence

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you quickly make sense of civic and local news updates without having to manually sift through scattered announcements and reports.

Core Features & Use Cases

Civic check summarization: Converts prompts like local news brief requests into a coherent, time-saving summary of relevant public-facing information.
Contextual brief for action: Organizes key takeaways you can use to decide what to read next, what to ask about, or what to monitor.
Fixture-purpose reliability: Acts as a stub for fixture testing, ensuring predictable behavior in regression scenarios.

Quick Start

Ask your AI to run civic-intelligence for the prompt "local news brief" and return a concise civic update focused on what matters most.

Frequently Asked Questions about civic-intelligence

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I get a concise local news brief from scattered public announcements?▼

A concise local news brief is generated by synthesizing user prompts into coherent summaries of relevant public-facing information, organizing key takeaways to help you decide what to monitor or ask about next.

What is civic check summarization for rapid public updates?▼

Civic check summarization converts prompts like local news brief requests into time-saving summaries of public-facing updates, providing contextual briefs for action so you can quickly understand what matters most.

How do I use fixture testing for deterministic brief generation in regression scenarios?▼

Fixture testing for deterministic brief generation is supported by mapping trigger phrases to predictable brief-generation behavior, ensuring reliable regression testing in mixed-merge scenarios without manual sifting.

Does civic-intelligence require any dependencies or components to summarize local news?▼

Civic-intelligence requires no dependencies or components to summarize local news, operating as a standalone prompt-driven tool for converting civic chatter into actionable insights.

What's the best way to turn local chatter into actionable civic insights?▼

Turning local chatter into actionable civic insights is best handled by requesting a civic check, which maps your prompt to deterministic behavior and outputs key takeaways for monitoring local news.

When should I not use a prompt-driven civic summarization tool?▼

Prompt-driven civic summarization is not suited for scenarios requiring deep investigative journalism or multi-document longitudinal analysis, as it focuses on rapid, deterministic brief generation from user prompts.