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social-monitoring-example

v0.1.0

Published

Social media monitoring pipeline — fetch RSS/mock sources, classify sentiment, draft responses, daily digest

Readme

Social Media Monitoring

Monitors brand mentions from RSS feeds, classifies each mention for sentiment and urgency, drafts responses for high-priority items, and generates a daily digest report. Includes a --mock mode that uses synthetic data — no network calls or API keys for sources.

Pipeline Graph

fetch-mentions (RSS or mock data)
    ↓
mapOver:mentions (concurrency=3) → classify-mention (sentiment, urgency, category)
    ↓
filter: urgent items requiring response
    ↓
mapOver:urgent (concurrency=2) → draft-response
    ↓
generate-digest → daily report (markdown)

Features

  • --mock mode — 8 realistic synthetic mentions, no network calls for sources
  • RSS parsing — fetches and keyword-filters real RSS feeds (no API key)
  • Sentiment classification — positive/negative/neutral/mixed + urgency (low/medium/high/critical)
  • Auto-response drafting — drafts responses for urgent/negative mentions
  • Daily digest — executive summary, themes, recommendations, urgent action items

Setup

cp .env.example .env
# Fill in ANTHROPIC_API_KEY (or OPENAI_API_KEY)
pnpm install
pnpm build

Usage

# Mock mode — works without any RSS feeds or source API keys
node dist/src/run.js --mock --brand "Acme Corp"

# Real RSS feeds
node dist/src/run.js \
  --brand "Acme" \
  --keywords "acme,acmecorp" \
  --rss "https://news.ycombinator.com/rss,https://lobste.rs/rss"

# Save digest to specific file
node dist/src/run.js --mock --brand "Acme" --output ./today-digest.md

# Or use the npm script shortcut:
pnpm mock

Mock Data

The --mock flag generates 8 realistic mentions covering:

  • Feature praise and criticism
  • Bug reports and outage alerts
  • Tutorial/community content
  • Competitive comparisons
  • Funding/business news

Environment Variables

| Variable | Default | Description | |----------|---------|-------------| | ANTHROPIC_API_KEY | — | Anthropic API key | | OPENAI_API_KEY | — | OpenAI API key (alternative) | | BRAND_NAME | Acme Corp | Brand to monitor | | KEYWORDS | Brand name | Comma-separated keywords | | RSS_FEEDS | — | Comma-separated RSS URLs | | MOCK | false | Use synthetic mock data | | OUTPUT_DIR | ./output | Digest output directory |