deepopen-com/deepopen
Rank not captured·Top 100·All-time stars·Cached ranking snapshot·
非自回归System 1决策引擎，专为结构化类型决策场景设计 DeepOpen Multilingual, non-autoregressive System 1 decision engine.
Stars
3.1K
Forks
343
Daily momentum
+25
Weekly momentum
+1K
30-day momentum
+2K
First read
Promising movement, but the picture is still partial
deepopen-com/deepopen is active enough to inspect further, but the surrounding proof is thinner. Use the source repository and nearby comparisons to decide whether this is rising substance or just short-term visibility.
Visible
3.1K public stars in the current GitStar snapshot.
Needs a narrower context read
Active
Last commit Oct 23, 2026.
Fresh 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
- 3.1K stars
- 343 forks
- Last commit Oct 23, 2026
- Package usage not mapped yet
Compare lens
browser-use/jev-ultrafast and google-research/harness2 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
+25
Weekly momentum
+1K
Monthly momentum
+2K
Last commit
Oct 23, 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 deepopen-com/deepopen, 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 repository stands out because it combines 25 daily momentum and fresh update.
25 daily momentumFresh update
Momentum & Adoption Signals
Approximate star trajectory
Reconstructed from current stars and cached daily/weekly/monthly deltas.
Now: 3.1K
Daily momentum
+25
Weekly momentum
+1K
Monthly momentum
+2K
Signal mix
Current stars3.1K
30d star gain2K
Bar lengths use a log scale so stars and package downloads stay comparable.
Hype vs Reality
Insufficient Package DataGitStar 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.
Related alternative
browser-use/jev-ultrafast
Shares the other category footprint with deepopen-com/deepopen, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
google-research/harness2
Shares the other category footprint with deepopen-com/deepopen, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
pathwaycom/arc-task-gen
Shares the other category footprint with deepopen-com/deepopen, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
MiniMax-AI/MiniMax-H3
Shares the other category footprint with deepopen-com/deepopen, so the comparison is closer to a same-problem decision than a same-language coincidence.
Research links
Cross-links
Compare against related repos
GitStar picked jev-ultrafast + harness2 as the closest next comparison from the related repository set.
Repo utility
Embed Badge
Preview:
Markdown
[](https://gitstar.space/repo/deepopen-com/deepopen)HTML
<a href="https://gitstar.space/repo/deepopen-com/deepopen"><img src="https://gitstar.space/api/badge/deepopen-com/deepopen" alt="GitStar"></a>Styles:
Wider nearby ecosystem
Python
23.7Kbrowser-use/jev-ultrafast
Fastest and cheapest web agent
Python
20.2Kgoogle-research/harness2
Python
11Kpathwaycom/arc-task-gen
Generates original ARC-AGI-1-style tasks distribution-matched to the public eval set.
Python
10.6KMiniMax-AI/MiniMax-H3
Python
7.5KEdge0-AI/Edge0
Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported
Python
5.5KZeejay0/gathered-scenes-zine-skill
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.
Learn and methodology
Keep trust-building context reachable, but behind the first data read instead of ahead of it.
About This Page
This page provides a quick overview of deepopen-com/deepopen 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.
Want to show your project's ranking? Copy the badge embed code above and add it to your README.