REPO·RANK #42·0/6 firing·Python
Rank#42Python
Cross-signal0.00 / 6.0
Faint heat — early days. GitHub picked up +18 stars in 24h.
Cross-signal · 30D+0
GitHubFIRING+18 stars24h
HackerNewsQUIET0 posts7d
RedditQUIET0 posts7d
BlueskyQUIET0 posts7d
Dev.toQUIET0 posts7d
XQUIET0 posts7d
Stars791+98 7d+18 today
Forks61+0 7d8% fork ratio
Contribs4+0 30dsolo-led
Momentum27.44.9stars-velocity score
SurfaceTHIN1 / 6last commit 4h ago
Coverage1 / 13 sources fired (7d)
·
beenuar/AiSOC sits at 791 GitHub stars with steady Python traction — organic growth keeps it on the trending list.
// 01 · GITHUB MOMENTUM
27.4
+18 stars 24h | +98 7d
// 02 · MENTIONS
0
0 in 24h | 0 sources
// 03 · CROSS-SIGNAL
0.00
0/6 channels firing
// 04 · PACKAGE ADOPTION
-
no linked package yet
// 05 · PROJECT SURFACE
thin
last commit 4h ago
// 01
Breakdown
How is this scored?
- 6.0
- strong signal across ≥5 of 6 channels
- 5.0
- strong signal across ≥4 of 6 channels
- 4.0
- strong signal across ≥3 of 6 channels
- 3.0+
- active on 2+ channels
- <1.0
- low or no cross-channel activity
Each channel contributes 0-1. Per-channel tiers: GitHub (breakout 1.0 / hot 0.7 / rising 0.4), HN (front-page 1.0 / ≥3 mentions 0.7 / 1-2 mentions 0.4), Bluesky (≥5 mentions 1.0 / 2-4 0.7 / 1 0.4), dev.to (≥3 articles 1.0 / 2 0.7 / 1 0.4), Reddit (corpus-normalized 48h velocity), X (≥10 mentions 24h 1.0 / 3-9 0.7 / 1-2 0.4).
- GitHub momentum0.00
- Reddit0.00
- HackerNews0.00
- Bluesky0.00
- dev.to0.00
- X (Twitter)0.00
* Reddit bar shows a per-repo velocity proxy (raw score / 100); the score formula uses the corpus-normalized version so a single repo's bar may not match its contribution to the corpus-wide ranking.
// KNOWN REPO · PACKAGE · LAUNCH · SITE SURFACES
GitHubbeenuar/AiSOC791 starsWebsitetryaisoc.comsite found; profile scan queued
Docspendingdocs scanner pending
npmnoneno linked npm package
ProductHuntnoneno launch linked
Paper/modelpendingHF/arXiv resolver not attached yet
// 02
Growth
No daily star history collected yet.open star-activity →
Today
0
+0 last 24h
7d
+0
rolling
30d
+0
rolling
Spike
none
no breakout in window
// 03
Mentions
// last scanhn 2hbluesky 8mph 12hnpm 3h
No mentions on this channel in the last 7 days.
// QUIET HERE DOESN'T MEAN THE REPO IS DEAD — CHECK OTHER TABS
// 04
Context
CEO and Co-Founder of Cyble.
- Saratoga
- Cyble.com
- 2 public repos
- 166 followers
- GammaLabTechnologies/harmonistPython · 1.6k stars
Portable AI agent orchestration with mechanical protocol enforcement. 186 agents, zero runtime dependencies.
- floci-io/flociJava · 8.7k stars
Light, fluffy, and always free - The AWS Local Emulator alternative
- stan-smith/FossFLOWTypeScript · 20.5k stars
Make beautiful isometric infrastructure diagrams
- superplanehq/superplaneGo · 2.5k stars
The open source control plane for platform engineering.
- kubernetes-sigs/agent-sandboxGo · 2.1k stars
agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal for use cases like AI agent runtimes.
- code-yeongyu/oh-my-openagentTypeScript · 57.5k stars
omo; the best agent harness - previously oh-my-opencode
// 05Deep dive
// STARS791+98/ 7dJust updated
// FORKS610/ 7dJust updated
// CONTRIBUTORS40/ 30dJust updated
Open Issues1
Last Commit4h ago
Latest Release—
// TREND24h+187d+9830d0