菜单
Run the YouTube insight refresh pipeline — fetch transcripts from tracked channels, extract insights, and deduplicate. Use when scheduled or when asked to refresh insights.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | refresh-insights |
| description | Run the YouTube insight refresh pipeline — fetch transcripts from tracked channels, extract insights, and deduplicate. Use when scheduled or when asked to refresh insights. |
| allowed-tools | Bash(*), Read, Write, Edit, Glob, Grep, mcp__bastionclaw__* |
Run the full insight extraction pipeline: fetch transcripts → extract insights → deduplicate.
Read the channel list and lookback period:
cat /workspace/project/.claude/skills/youtube-planner/sources.json
This file contains:
sources: array of YouTube @handles to fetchlookback_days: how many days of videos to pullIf the file doesn't exist or is empty, report the error via send_message and stop.
For each channel in sources, fetch recent videos:
python3 /workspace/project/.claude/skills/youtube-planner/catch-up-channel.py @CHANNEL LOOKBACK_DAYS
TRANSCRIPT_API_KEY must be in the environment (passed via container secrets).
After all channels are fetched, update lookback_days to 1 so future runs only pull the last day:
# Copy to writable location, modify, copy back
cp /workspace/project/.claude/skills/youtube-planner/sources.json /workspace/group/sources.json
# Edit lookback_days to 1 in /workspace/group/sources.json
cp /workspace/group/sources.json /workspace/project/.claude/skills/youtube-planner/sources.json
If the write back fails (read-only filesystem), skip it — non-critical.
Find all new transcript.json files not yet indexed in insight_sources. For each one:
add_insight MCP tool. Pass source_metadata as a JSON string with author, published, viewCount, videoId.search_insights or link_insight_source.Call the dedup_insights MCP tool and WAIT for it to return. The response contains an output field with the exact merge count and remaining insight count. Parse these numbers — do not paraphrase or guess.
Send a summary via send_message that MUST include ALL of these:
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