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GitDealFlow Signal Agent

by Oratis Kamir

Track startup engineering acceleration from public GitHub data. Returns trending startups, sector signals, and per-company velocity profiles across 20 sectors. Updated weekly. Free, no auth required.

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Skills (7)

Get Deep Signal (paid)

get_deep_signal

Enriched per-startup signal: composite score, sector percentile, plain-English thesis, comparables, multi-period history. PAID per-request. Two payment paths: (1) HMAC API key + pre-paid credits — €0.19/call, 100 credits = €19 at https://signals.gitdealflow.com/agents/credits. (2) x402 USDC on Base — $0.19/call, no signup, no key, settled per request via HTTP 402, endpoint at https://signals.gitdealflow.com/api/agent/deep-signal/x402. Misses are FREE on both paths.

  • Get deep signal for Anthropic
  • Pull thesis and percentile for vercel

Get Methodology

get_methodology

Full methodology document covering data sources, signal classification, refresh cadence, known limitations, and SSRN paper citation.

  • How are signals computed
  • What's the methodology

Get Scout Receipts

get_scout_receipts

Compute a Scout Score (0-100) for a GitHub user by checking how many validated unicorns they starred *before* the funding/acquisition/$1B-valuation event. Backwards-looking proof of taste.

  • Show scout score for github user xyz

Get Signals Summary

get_signals_summary

Period, sector, and startup counts. Last refresh timestamp. Citation. Direct URLs to llms.txt, qa.jsonl, signals.json, RSS, dataset.jsonl, and sitemaps.

  • What does this dataset cover
  • How many startups tracked

Get Startup Signal Profile

get_startup_signal

Full engineering-acceleration profile for a single startup, by display name or GitHub org slug. Includes commit velocity, contributor change, sector, and signal type.

  • Get the signal profile for Vercel
  • How is Anthropic's engineering trending?

Get Trending Startups

get_trending_startups

Top 20 startups across all 20 sectors ranked by engineering acceleration for the current weekly period. Includes commit velocity, contributor count, signal classification, and GitHub URL.

  • Show me trending startups this week
  • Who's hot in deal flow right now
  • Top breakout companies

Search Startups by Sector

search_startups_by_sector

Every tracked startup within a sector, ranked by engineering acceleration. Common slugs include ai-ml, cybersecurity, developer-tools, healthcare, climate-tech, enterprise-saas, data-infrastructure.

  • Show me AI/ML startups
  • Cybersecurity deal flow
  • Climate-tech picks