REPO·RANK #31·0/6 firing·Python
Rank#31Python
Cross-signal0.00 / 6.0
Quiet across tracked channels.
Cross-signal · 30D+0
GitHubQUIET+0 stars24h
HackerNewsQUIET0 posts7d
RedditQUIET0 posts7d
BlueskyQUIET0 posts7d
Dev.toQUIET0 posts7d
XQUIET0 posts7d
Stars2.8k+0 7d+0 today
Forks105+0 7d4% fork ratio
Contribs4+0 30dsolo-led
Momentum23.14.2stars-velocity score
SurfaceTHIN1 / 6last commit 2d ago
Coverage1 / 13 sources fired (7d)
·
MinishLab/semble sits at 2,801 GitHub stars with steady Python traction — organic growth keeps it on the trending list.
// 01 · GITHUB MOMENTUM
23.1
0 stars 24h | 0 7d
// 02 · MENTIONS
19
0 in 24h | 2 sources
// 03 · CROSS-SIGNAL
0.00
0/6 channels firing
// 04 · PACKAGE ADOPTION
-
no linked package yet
// 05 · PROJECT SURFACE
thin
last commit 2d 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
GitHubMinishLab/semble2.8k starsWebsiteminish.aisite 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 13mbluesky 2hph 7d*npm 8d*
- B→ OPEN
⚡ ALPHA · score 8/10 Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble▶ Bluesky1d ago - B→ OPEN
📰 Semble is an open-source code search tool that uses 98% fewer tokens than grep and achieves 99% retrieval quality of a transformer model while being 200x faster, making it a more efficient alternative for large-scale▶ Bluesky1d ago - B→ OPEN
GitHub - MinishLab/semble: Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read https://github.com/MinishLab/semble▶ Bluesky1d ago - B→ OPEN
Grep fallback is the dirty secret of code agents – they burn through tokens reading entire files when they can't find what they need. https://github.com/MinishLab/semble▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble comments #github.com▶ Bluesky2d ago - B→ OPEN
Semble: code search MCP server for agents — replaces grep fallback with static embeddings + BM25 + RRF. 98% fewer tokens, ~250ms to index a repo, ~1.5ms/query on CPU. No GPU, no API keys. NDCG@10 of 0.854 across 63▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble (https://news.ycombinator.com/item?id=48169874)▶ Bluesky2d ago - B→ OPEN
コード検索の革命、Sembleが登場。AIエージェント向けに最適化され、従来のgrepと比較してトークン消費量を98%削減。コストと速度を劇的に改善し、AI開発の効率を飛躍的に高めます。効率的なコーディング環境を求める開発者は必見です。 #AI #TechNews https://github.com/MinishLab/semble▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble [comments] [283 points]▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble (http://news.ycombinator.com/item?id=48169874)▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble (http://news.ycombinator.com/item?id=48169874)▶ Bluesky2d ago - B→ OPEN
2/2 menos tokens que el flujo típico de grep+lectura de archivos. Ofrece un servidor MCP para integración directa con Claude Code, Cursor y similares. Fuente: https://github.com/MinishLab/semble▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble https://news.ycombinator.com/item?id=48169874▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble https://news.ycombinator.com/item?id=48169874▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble (https://news.ycombinator.com/item?id=48169874)▶ Bluesky2d ago - B→ OPEN
⚡ ALPHA · score 8/10 Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble (https://news.ycombinator.com/item?id=48169874)▶ Bluesky2d ago - B→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep https://github.com/MinishLab/semble▶ Bluesky2d ago - Y→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep — Hey HN! We (Stephan and Thomas) recently open-sourced Semble. We kept running into the same problem while using Claude Code on large codebases: when the agent can't find something directly, it▶ HackerNews3d ago - Y→ OPEN
Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep — Hey HN! We (Stephan and Thomas) recently open-sourced Semble. We kept running into the same problem while using Claude Code on large codebases: when the agent can't find something directly, it▶ HackerNews17d ago - Y→ OPEN
Show HN: Semble – Fast code search for agents with near-transformer accuracy — Hey HN! We've just open-sourced Semble, a fast and accurate code search library built for agents. We're also releasing potion-code-16M, a small code-specialized static embedding model that▶ HackerNews24d ago
// 04
Context
Solving big problems with small models
- https://minish.ai/
- 11 public repos
- 341 followers
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// 05Deep dive
// STARS2.8k0/ 7dJust updated
// FORKS1050/ 7dJust updated
// CONTRIBUTORS40/ 30dJust updated
Open Issues13
Last Commit2d ago
v0.1.82d ago
// TREND24h07d030d0