Content Finder

A small CLI that builds a daily digest of credible agentic AI / LLM news for an AI product manager working in a regulated corporate environment.

It pulls from a curated mix of RSS feeds (Simon Willison, Anthropic, Hugging Face, Techmeme, Latent Space, Import AI, Ethan Mollick, Interconnects, AI Snake Oil, Pragmatic Engineer) plus Hacker News stories matching agentic-AI queries, scores everything for relevance + recency + source trust, dedupes, and either prints the ranked list or asks Claude to synthesise a themed brief.

Setup

cd Content-Finder
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

# optional, for Claude-synthesised digests
export ANTHROPIC_API_KEY=sk-ant-...

Usage

Plain ranked list (no API key needed):

python3 content_finder.py --no-summarize --days 2

Claude-synthesised brief (requires ANTHROPIC_API_KEY):

python3 content_finder.py --days 2

Save to a file:

python3 content_finder.py --days 2 --out digest-$(date +%F).md

Sections in the synthesised brief

1. Top story — single most important development.
2. Models & capability releases
3. Agentic engineering & tooling
4. Enterprise, regulation & governance
5. Worth a deeper read

Sections with no relevant items are skipped rather than padded.

Tweaking sources

Edit RSS_SOURCES, HN_QUERIES, and KEYWORD_WEIGHTS at the top of content_finder.py. The trusted-source weights inside score_item() are where you nudge specific outlets up or down the ranking.

Schedule it

Add to cron for a 7am local digest:

0 7 * * * cd ~/00-Claudecode-projects/Content-Finder && \
  .venv/bin/python content_finder.py --days 1 \
  --out ~/Documents/ai-digest-$(date +\%F).md