you · oncestanding prompt
“Track headcount at Anthropic, OpenAI, and Mistral. Ping me on ≥5% swings.”
~8 credits / company / week
§ recipe · market intel
Headcount watch with 5% swing alerts
Daily headcount sampling for a named set. Ping Slack when a company moves ≥5%.
§ 02 · the prompt
Paste this into Claude.
§ 03 · what claude does
The tool chain.
- 01
linkfetch.companies.timeseriesdaily sample · 7d window - 02
compute deltasvs rolling 7d average - 03
claude.classifyis this noise or a signal? - 04
deliver to Slackonly if ≥5% swing
§ 04 · variations
Easy swaps.
- ▸Tune threshold to 3% or 10%
- ▸Add funding-round announcements as context
- ▸Chain with hiring-scan on any alert
§ 05 · tools used
Under the hood.
linkfetch.companies.timeseries
ready to wire it up?
Ship this recipe today.
Sign up, paste the prompt into Claude Desktop with the LinkFetch MCP server, and you're running in five minutes.