Startup engineering acceleration signals for VC investors. GitHub commit velocity across 20 sectors.
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Documentation Overview
VC Deal Flow Signal
Track 350+ venture-backed startup GitHub organizations across 15 sectors using engineering-velocity data. Open methodology, live dashboard, MCP server.
The finding: engineering acceleration plus low contributor concentration preceded Series A announcements by 21 to 47 days (3.4x lift, n = 219 confirmed funding rounds). The full methodology, cleaning protocol (bot contamination, survivorship bias), and the pre-registered prediction ledger are published and auditable.
What is here
- Signal engine configuration and sector taxonomy
- The public prediction ledger, including a 0-for-10 first cohort published anyway
- MCP server wiring for agent access to the deal flow data API
- Benchmark data behind the sector benchmark pages
Live surfaces
- VC Deal Flow Signal - the signal dashboard (weekly refresh)
- GitDealFlow - product home
- commit-velocity methodology - how the signal is built
- the public ledger - prediction track record, misses included
Citation
The dataset paper: SSRN 6606558, DOI 10.2139/ssrn.6606558. Zenodo dataset: 10.5281/zenodo.19650920 (CC BY 4.0). Cite the data, not this repo.
Resources
- MCP server:
npx -y @gitdealflow/mcp-signal - JSON API:
https://signals.gitdealflow.com/api/signals.json - Checklist companion: vc-due-diligence-checklist
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CategoryDeveloper Tools
36Quality signal: Fair · 36/100How this signal is calculated ▾
Server availabilityNot measured
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Verified ownership10/20
Documentation & tools16/30
Adoption & activity1/15
Community engagement0/10
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