ahsan361/crisis-intelligence-response-orchestrator
2 skills2 installsGitHub
Install
npx skills add https://github.com/ahsan361/crisis-intelligence-response-orchestratorSkills in this repo
1Gemini Agentgemini-agent guides implementation of AI pipeline agents that use Google Gemini. Each agent is a Python function in backend/agents/ that accepts a state dict and returns a dict, instantiating the GenAI client through a shared client manager for API-key rotation. It enforces structured application/json output, appends outcomes to state trace with fields like decision and confidence, and requires JSON-parse fallbacks so a failed parse does not crash the pipeline.1installs2Readme Writerreadme-writer produces technical README documentation based explicitly on a project's real files rather than invented concepts. It uses Markdown badges and ASCII or Mermaid diagrams to break down architecture, keeps the root README concise, and never includes raw API keys. It cross-references the project's models file to verify that documented data schemas and fields stay current. The skill is tailored to the CIRO project and a hackathon-judge audience.1installs