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Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
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17,080 products · 83,012 snapshots
CC Auto Review

CC Auto Review

Notable signal

macOS app that reviews GitHub PRs w/ your local Claude Code

Launched 7d ago
Signal
61
Velocity
0

What this means

15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
3 launchesSerial maker — this is their 3rd launch.
Best prior: pr-risk-score, attention 3.

Prediction

Top-5 finish probability
15%
today
Projected end-of-day votes
64range 48–86
Trajectory
stable
Vote pace holding steady.
Speed vs peers
1×
19 AI Agents launches

About

A macOS app that reviews GitHub pull requests with your local Claude Code. AI findings sit beside the diff, and you accept, reject or edit each one before posting. Every PR gets a 0–100 risk score, and an optional autopilot clears routine reviews while handing risky PRs to you with nothing posted. No clone and no API key to set up: it uses your existing gh and claude. Free and open source (MIT).

AI Summary

CC Auto Review is a macOS app that analyzes GitHub pull requests using local Claude Code, providing AI-generated insights alongside code diffs. It assigns a risk score to each PR and automates routine reviews, while remaining free and open source under the MIT license.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement22
Discussion per unit of attention

Signal sources

2 of 6 active
  • Launch tracking9 readings since we picked it up
  • AI analysisAI Agents
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

karamage
@karamage
rep 29
karamage
@karamage · hunter

Topics

Developer ToolsArtificial IntelligenceGitHub