Oracle Content Loop — Workflow

Phase 4 · Built 2026-10-14

Pipeline

ClearFeed (cluster.py) → stories.json → oracle_loop.py → vault (05_Output/oracle/)

Run

1. Fetch and cluster news (ClearFeed)

cd ~/src/ClearFeed/prototype
python cluster.py --llm --topk 10

This writes prototype/out/stories.json + index.html.

2. Generate content (Oracle loop)

cd ~/Projects/hermes-dashboard
python oracle/oracle_loop.py --topk 5        # template mode
python oracle/oracle_loop.py --topk 5 --llm  # LLM-enhanced (needs model on :8080)

Output

Per story:

05_Output/oracle/YYYY-MM-DD/<slug>-social.txt — Twitter/X draft
05_Output/oracle/YYYY-MM-DD/<slug>-blog.md — blog post draft

Dashboard

Oracle card reads oracle_state.json and shows ranked stories with hooks, coverage, and links to drafts.

Daily cron (future)

# Morning run
cd ~/src/ClearFeed/prototype && python cluster.py --llm && cd ~/Projects/hermes-dashboard && python oracle/oracle_loop.py --topk 5

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