LegacyFixer

Notable signal

Python dependency security scans with optional fix PRs

Launched 9h ago

Signal

Velocity

What this means

+100%Launching in a 100% WoW growing category.

Google Cloud Run had 53 launches this week vs 0 last.

17Founder Conviction Index: 17 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

14%

today

Projected end-of-day votes

56range 42–76

Trajectory

stable

Not enough snapshots yet to detect trajectory.

Speed vs peers

0.9×

5 comparable launches

About

Compared with Dependabot and Renovate, LegacyFixer focuses on security-first scanning of Python dependencies. It reports vulnerability findings even when an automated fix is not appropriate, and creates a fix pull request only when its policy and validation checks allow it. Each scan produces an explicit outcome, including detect-only (NO_ACTION) when no fix PR is created. LegacyFixer runs as a GitHub App on Google Cloud Run.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement4

Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

InvestigateRanks high on little evidence. Worth a look, but verify before committing.

265/8

Surprising

Describes itself in terms almost no other launch uses: "Python dependency security scans with optional fix PRs"

Timeliness5%100

carried 7%

Novelty15%92

carried 20%

Story20%83

carried 27%

Trend20%50

carried 27%

Business15%2

carried 20%

Not measured · 3 of 8

Revenue10%—

Founder10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured

Full audit →

Signal sources

2 of 6 active

Launch tracking2 readings since we picked it up
AI analysisnot yet enriched
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring13% evidence coverage

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