Votes
2
Comments
1
What this means
50%Vote pace is below typical for AI Agents.
Running at 50% of comparable launches.
+100%Launching in a 100% WoW growing category.
Developer Tools had 83 launches this week vs 0 last.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
3%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.5×
23 AI Agents launches
About
CTXPM (Context Package Manager) is an open-source, AI-first protocol that organizes Skills, Rules, Prompts, Memory, and MCP into two clear ownership types - dependency and package - so your AI coding agent can check, update, and validate them on its own. * dependency: external AI resources (Git, OCI, file path) you don't own. Tracked by source/version, not committed to your repo. * package: resources your project owns. Reviewed and versioned right alongside your source code.
AI Summary
Bear is an open-source AI-driven package manager that organizes Skills, Rules, Prompts, Memory, and MCP into dependency and package ownership types. It enables AI coding agents to autonomously check, update, and validate resources, streamlining project management in developer tools.
Vote & comment velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
2 of 6 active- Product Hunt2 votes · 6 snapshots
- AI analysisAI Agents
- Comment intelligence1 comments, not yet analysed
- Hacker Newsnot checked — domain is a storefront or shared
- Revenue (TrustMRR)no 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.