llmquant Earnings Watch
Runs a weekly sweep and, during active reporting windows, a daily diff. It flags earnings, guidance, and related company announcements for the user's watchlist.
This skill is orchestration only. For analysis method, install
LLMQuant/skills.
Model baseline
Use DeepSeek as the default Hermes model. Keep the weekly sweep terse on DeepSeek V4 Flash. Switch to a stronger DeepSeek model only for a longer post-earnings memo.
What it does
- Weekly sweep: use
news_browsewithevents=["earnings","guidance"]and the watchlist, then scan filing metadata for names that may be in a reporting window. - Daily active-window diff: re-check names already flagged as active. Read only genuinely new filings or announcements.
- Delivery: send a short list of names, dates, links, and next actions.
MCP tools used
| Tool | Purpose | Credit / call |
|---|---|---|
news_browse |
Earnings/guidance company news by ticker/date | 2 |
sec_filing_browse |
Recent 8-K/10-Q filing metadata | 0 |
sec_filing_read |
Read newly detected filing text | 1 |
wiki_search |
Optional one-time primer for unfamiliar names | 1 |
Cron
# Weekly sweep
hermes cron create "0 18 * * 0" "Run earnings-watch weekly: find watchlist earnings and guidance news, scan filing metadata, and list names that need daily follow-up this week." \
--skill earnings-watch \
--name "earnings-watch-weekly" \
--deliver telegram
# Daily diff for active reporting windows
hermes cron create "0 7 * * 1-5" "Run earnings-watch daily diff only for names currently in an active reporting window. Summarize new company news or newly filed text; stay silent if nothing changed." \
--skill earnings-watch \
--name "earnings-watch-daily-diff" \
--deliver telegram
On some Hermes versions (as of v0.18.x), cron expressions evaluate in host-local time. Confirm next-run time after scheduling.
Cost of watching
Keep runs lean: check remaining credits before heavy calls, prefer a small watchlist, and skip optional primers and filing reads when credits are low. Keep the daily diff to genuinely active names so it stays quiet off-season.
Output contract
For each name, include:
- ticker;
- why it was flagged: earnings, guidance, filing, or other company update;
published_ator filing date;- source link when
news_browseprovides one; - whether the agent recommends a follow-up read, without making an investment recommendation.
Known gap
LLMQuant Data does not expose a certified forward earnings calendar. This skill uses recent company news and filing signals. State that plainly in the message.
Customize
- Watchlist: edit
watchlist.tickersin workspaceAGENTS.md. - Cadence: keep weekly-only outside earnings season.
- Date range: use a short date window for daily diffs to avoid old matches.
- Depth: read filings only when the news/filer metadata shows a real change.