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# AI News Briefing — lunch and dinner automated digest

Twice-daily (11:00, 18:00) AI news digest -- see ai-news-to-suggests for the full pipeline including Gemini filter and improvement workflow.

user/developer
news briefing automation schedule gemini suggest speak slack

## Steps

1. OVERVIEW: automated AI news digest at 11:00...
2. SEARCH KEYWORDS: 'AI desktop automation 2026...
3. PIPELINE: (1) wkappbot web search <keyword>...
4. SCHEDULE: wkappbot schedule add 'bash .../ai...
5. SCRIPT LOCATION: bin/wkappbot.hq/scripts/ai-...
6. GEMINI FILTER PROMPT: instructs Gemini to ou...
7. COST: 5 web searches + 1 Gemini call per run...
8. KNOWN ISSUE: Gemini ask can hang if rate-lim...
9. SUGGEST TAG: all news items tagged [AI-NEWS]...
10. EXIT ADMIN SESSION: briefing runs as user (n...
11. SUGGEST DEDUPE AND SKILL HEALING: Before fil...
12. Verified 2026-05-17: (resolve ts=2026-05-15T...

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