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Data sourced from GitHub API

TrendingMomentumPulseExplore
  1. Home
  2. Repositories
  3. HKUDS
  4. DeepInnovator
PythonNiche visibilityStale activityNo linked package signalPartial snapshot

HKUDS/DeepInnovator

Rank not captured·Top 100·All-time stars·◐Cached ranking snapshot·Updated Oct 28, 2026

"DeepInnovator: AI Research Assistant - Idea Spark & Scientific Discovery"

Compare closest alternativesOpen GitHub
Stars
290
Forks
61
Daily momentum
—
Weekly momentum
—
30-day momentum
—

First read

Useful directional context, not a final verdict yet

HKUDS/DeepInnovator is better read as a directional signal than a clean recommendation. Keep the snapshot conservative and validate source activity, package reality, and close alternatives before committing to it.

Visible

290 public stars in the current GitStar snapshot.

Needs a narrower context read

Active

Last commit Mar 6, 2026.

Stale activity

Adopted

Treat stars as discovery context until a linked package appears.

No linked package mapping

Confidence

One or more key signals are partial, so GitStar keeps the interpretation conservative.

Partial snapshot

Snapshot facts

  • 290 stars
  • 61 forks
  • Last commit Mar 6, 2026
  • Package usage not mapped yet

Compare lens

Rion-Wu-tech/wechat-intelligence-hub and TianyuCodings/NanoJev are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.

Signal trail

Trajectory

Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.

Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
Recent momentum is not captured
Last commit
Mar 6, 2026

Package reality

No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.

GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.

Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read

Validation note

GitStar can summarize public signals for HKUDS/DeepInnovator, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.

🛡️ Editorial Context

GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.

Why this rank

This repo is here because it still carries strong GitHub attention.

Momentum & Adoption Signals
Approximate star trajectory

Reconstructed from current stars and cached daily/weekly/monthly deltas.

Now: 290
29030d ago2907d ago2901d ago290Now
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix
Current stars290

Bar lengths use a log scale so stars and package downloads stay comparable.

Hype vs Reality
Insufficient Package Data

GitStar can see repository momentum, but it does not have a reliable linked package signal yet.

Treat stars and recent movement as discovery context only until npm or PyPI usage is available.

Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other Python repos before treating stars as a moat.
📐 Read the Hype vs Reality heuristic
Related alternative

Rion-Wu-tech/wechat-intelligence-hub

Shares the other category footprint with HKUDS/DeepInnovator, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

TianyuCodings/NanoJev

Shares the other category footprint with HKUDS/DeepInnovator, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

MerZlin/dsh-pet-indesktop

Shares the other category footprint with HKUDS/DeepInnovator, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

Vincentwei1021/mg-styles-15

Shares the other category footprint with HKUDS/DeepInnovator, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Research links

Cross-links

Compare against related repos

GitStar picked wechat-intelligence-hub + NanoJev as the closest next comparison from the related repository set.

Open compare presetCompare with wechat-intelligence-hubCompare with NanoJev
Repo utility

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Wider nearby ecosystem

Compare with wechat-intelligence-hubCompare with NanoJev
Python
2.7K
Rion-Wu-tech/wechat-intelligence-hub

Local-first WeChat intelligence system with a read-only CLI, Codex skills, searchable chat history, daily briefings, follow-ups and opportunity tracking.

Python
2.6K
TianyuCodings/NanoJev

A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.

Python
2.6K
MerZlin/dsh-pet-indesktop

基于项目PC2005-cloud/dsh-pet.git,将桌宠移植到Windows、Linux和MacOS上,现在可以随时看到蓝色大肥鱼了:),本项目还额外实现了其他交互功能,欢迎体验

Python
2.4K
Vincentwei1021/mg-styles-15

15 motion design styles, each made by Claude Opus 5.5 writing code from one prompt: watch the films, copy the prompts, read the full source.

Python
375.9K
donnemartin/system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Python
257.8K
NousResearch/hermes-agent

The agent that grows with you

Next step after the validation read

Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Compare the closest alternativesView the organizationRead the heuristic

Learn and methodology

Keep trust-building context reachable, but behind the first data read instead of ahead of it.
GuideMethodologyArticlesWeekly Digest

About This Page

This page provides a quick overview of HKUDS/DeepInnovator based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.

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