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Weekly Deep Research (topic-cycling)

weekly-deep-research
2026-06-13 07:18:29 SAST
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Weekly deep-research deep-dive, Wednesday 05:00 UTC (07:00 SAST). MC-4532.

Picks a ROTATING topic from the canonical radio-show interest list (~/.claude/skills/radio-show/interests.yaml) — no hardcoded scenarios — runs the research-brief pipeline (seed → NotebookLM Deep Research → gap fill → report + audio), generates a slide deck, then DELIVERS audio + slides + report to Elmar via Telegram, MC /reports, and MC /briefings.

Rotation: no topic repeats within N weeks (N = number of interests, ~11) and each repeat rotates to a fresh lead angle. State ledger: ~/workspace/state/weekly_research_rotation.jsonl.

Distinct from radio-weekly-episode — that is a multi-topic ~45-min news audio across all interests; this is a single-topic deep-research dive (audio + slides + report) on one rotating interest.

No MC pollution (MC-4485). The pipeline makes ZERO Mission Control API calls — delivery is Telegram + filesystem only, so it cannot create spurious source=api tickets. It does not touch deep-research/evals/scenarios.yaml.

runtime_profile: claude_anthropic — the pipeline's gap-analysis step shells out to the claude CLI (with --settings settings-worker.json so it does not 409-kill the Telegram poller); the scheduler injects Anthropic provider env for that call.

Manual: python3 .../weekly_cycle.py --dry-run (pick only) · --topic <slug> (force) · --no-repeat <N> (override window).

Wed at 05:000 5 * * 3
Yes
shell
5400s
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in 4d (2026-06-17 05:00)

Task Definition

tasks/weekly-deep-research.md
shell
set
No
Yes
cd /home/lucienne/workspace && python3 /home/lucienne/.claude/skills/research-brief/scripts/weekly_cycle.py

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Result:
1
Runs (7d)
1
Completed
0
Failed
0
Timeout
100%
Success (7d)
21.1m
Avg Duration
research weekly audio slides deep-research

Run History (1)

StartedFinishedStatusDurationOutputLog
3d ago 3d ago completed 21.1m
om/statistics/410857/projected-number-of-narrowbody-aircra Narrowbody | Simple Flying — https://simpleflying.com/tag ...
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