{"id":"hoangsonww-ai-news-briefing","name":"AI-News-Briefing","af_score":34.2,"security_score":47.5,"reliability_score":23.8,"what_it_does":"Automates a daily AI-related news research pipeline using the Claude Code CLI in headless mode. It performs web searches across multiple topics, compiles a two-tier briefing (TL;DR + full report), publishes the result as a page in a Notion database via Notion MCP, and optionally sends a formatted summary card to Microsoft Teams and/or Slack via webhook(s).","best_when":"You want a local, automated desktop workflow that generates and publishes a structured briefing each day with minimal ongoing effort.","avoid_when":"You can’t reliably configure Anthropic/Claude Code credentials, Notion MCP access, and outbound webhook permissions; or you need an SLA-backed cloud service.","last_evaluated":"2026-03-30T15:40:35.176759+00:00","has_mcp":false,"has_api":false,"auth_methods":["Anthropic API key (for Claude Code CLI)","Notion MCP authentication (configured inside Claude Code MCP settings)","Microsoft Teams webhook URLs","Slack webhook URLs"],"has_free_tier":false,"known_gotchas":["Runs as a scheduled headless agent; transient network failures (web search, Notion MCP, webhook posts) may require manual re-runs because retry/idempotency behavior isn’t described.","Notion page creation likely creates a new page each run; repeated runs may duplicate content unless the prompt/logic includes deduplication (not described in the provided README).","Webhook payload depends on a pre-built local card file; if the file is missing or invalid, notifications may fail."],"error_quality":0.0}