REPO·RANK #717·0/6 firing·Python
Rank#717Python
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
Stars7+0 7d+0 today
Forks0+0 7dno forks tracked
Contribs0+0 30dsolo-led
Momentum10.81.9stars-velocity score
SurfaceTHIN1 / 6last commit
Coverage1 / 13 sources fired (7d)
·
maomaozhe/CompetitorScope sits at 7 GitHub stars with steady Python traction — organic growth keeps it on the trending list.
// 01 · GITHUB MOMENTUM
10.8
0 stars 24h | 0 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
GitHubmaomaozhe/CompetitorScope7 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
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 scanreddit 7mhn 27mbluesky 6mdevto 2hph 5hnpm 6m
No mentions on this channel in the last 7 days.
// QUIET HERE DOESN'T MEAN THE REPO IS DEAD — CHECK OTHER TABS
// 04
Context
- Hu Nan
- 27 public repos
- 6 followers
- HKUDS/Vibe-TradingPython · 7.4k stars
"Vibe-Trading: Your Personal Trading Agent"
- brokermr810/QuantDingerPython · 5.2k stars
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading
- TauricResearch/TradingAgentsPython · 75.7k stars
TradingAgents: Multi-Agents LLM Financial Trading Framework
- wshobson/agentsPython · 35.4k stars
Intelligent automation and multi-agent orchestration for Claude Code
- bytedance/deer-flowPython · 67.8k stars
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
- langchain-ai/langgraphPython · 32.1k stars
Build resilient agents.
// 05Deep dive
// STARS7—/ 7dJust updated
// FORKS0—/ 7dJust updated
// CONTRIBUTORS0—/ 30dJust updated
Open Issues0
Last Commit
Latest Release—
// TREND24h07d030d0