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Earnings preview additions - #5
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From 2026Q3 an event's disclosure can carry a second item, the agent-written earnings preview. Give it a home in examples.preview (reader, title/section parsing, a coverage frame, and a display escape for dollar signs), show it in the archive notebook, and add 03_earnings_previews.ipynb describing at a high level how it is built, when, and what it looks like for six events. Bundle those six real 2026Q3 archive lines as sample data so both notebooks run offline and in CI. Make the disclosure readers tolerate the NaN a mixed-file load_archive frame produces.
…ession Markdown cells now hold one line per paragraph so the prose is easy to edit; nothing enforced the old hand-wrapping. Notebook 03 and the preview module now say the skill runs in a sandboxed Claude Code session with the standard harness rather than claiming a restricted tool set, and two typos in the intro are fixed.
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For Q4 2026, we are adding the output from running the Earnings Preview Skill prior to every earnings announcement. These changes support pulling the preview artifacts from the archive API and exploring them.