REPO·RANK #64·0/6 firing·Python
Rank#64Python
Cross-signal0.00 / 6.0
Faint heat — early days. GitHub picked up +3 stars in 24h.
Cross-signal · 30D+0
GitHubFIRING+3 stars24h
HackerNewsQUIET0 posts7d
RedditQUIET0 posts7d
BlueskyQUIET0 posts7d
Dev.toQUIET0 posts7d
XQUIET0 posts7d
Stars748+33 7d+3 today
Forks88+0 7d12% fork ratio
Contribs3+0 30dsolo-led
Momentum25.44.6stars-velocity score
SurfaceTHIN1 / 6last commit
Coverage1 / 13 sources fired (7d)
·
liaohch3/claude-tap sits at 748 GitHub stars with steady Python traction — organic growth keeps it on the trending list.
// 01 · GITHUB MOMENTUM
25.4
+3 stars 24h | +33 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
// 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
GitHubliaohch3/claude-tap748 stars
Websitenot linkedhomepage not tracked yet
Docspendingdocs scanner pending
npmnoneno linked npm package
ProductHuntnoneno launch linked
Paper/modelpendingHF/arXiv resolver not attached yet
// 02
Growth
Today
730
+506 last 24h
7d
+506
226% wow
30d
+506
226% mom
Spike
+506/d
· peak day
// 03
Mentions
// last scanhn 28mbluesky 8mdevto 3hph 1hnpm 9h
No mentions on this channel in the last 7 days.
// QUIET HERE DOESN'T MEAN THE REPO IS DEAD — CHECK OTHER TABS
// 04
Context
Agent developer. Building @SoTALab-ai and claude-tap, built AnyGen.
- @liaohch3
- 39 public repos
- 7 followers
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// 05Deep dive
// STARS748+33/ 7d
// FORKS880/ 7d
// CONTRIBUTORS30/ 30d
Open Issues12
Last Commit
Latest Release—
// TREND24h+37d+3330d0