REPO·RANK #219·1/6 firing·Python
Rank#219Python
Cross-signal0.40 / 6.0
Single-channel signal so far. GitHub picked up +17 stars in 24h and a small but loyal HackerNews following (1 mentions / 7d). Reddit, Bluesky, Dev.to and X are still cold — typical for a niche project at this stage.
Cross-signal · 30D+0
GitHubFIRING+17 stars24h
HackerNewsFIRING1 posts7d
RedditQUIET0 posts7d
BlueskyQUIET0 posts7d
Dev.toQUIET0 posts7d
XQUIET0 posts7d
Stars390+0 7d+17 today
Forks30+0 7d8% fork ratio
Contribs0+0 30dsolo-led
Momentum24.14.3stars-velocity score
SurfaceTHIN1 / 6last commit 4h ago
Coverage2 / 13 sources fired (7d)
·1
zhangfengcdt/memoir sits at 390 GitHub stars with steady Python traction — organic growth keeps it on the trending list.
// 01 · GITHUB MOMENTUM
24.1
+17 stars 24h | 0 7d
// 02 · MENTIONS
0
0 in 24h | 0 sources
// 03 · CROSS-SIGNAL
0.40
1/6 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
- HackerNews0.40
- 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
GitHubzhangfengcdt/memoir390 starsWebsitememoir-ai.devsite found; profile scan queued
Docspendingdocs scanner pending
npmnoneno linked npm package
ProductHuntnoneno launch linked
Paper/modelpendingHF/arXiv resolver not attached yet
// 02
Growth
Today
360
+32 last 24h
7d
+180
100% wow
30d
+180
100% mom
Spike
+180/d
3d ago · peak day
// 03
Mentions
// last scanreddit 29mhn 42mbluesky 1hdevto 3hph 3hnpm 12h
No mentions on this channel in the last 7 days.
// QUIET HERE DOESN'T MEAN THE REPO IS DEAD — CHECK OTHER TABS
// 04
Context
distributed systems, database, cryptography, statistics, stochastic optimization
- California
- 25 public repos
- 55 followers
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- Imbad0202/academic-research-skillsPython · 6.4k stars
Academic Research Skills for Claude Code: research → write → review → revise → finalize
// 05Deep dive
// STARS390—/ 7dJust updated
// FORKS30—/ 7dJust updated
// CONTRIBUTORS0—/ 30dJust updated
Open Issues6
Last Commit4h ago
Latest Release—
// TREND24h+177d030d0