CE
Emmimal/context-engine
A pure-Python context management layer for LLM systems — retrieval, re-ranking, memory decay, and token-budget enforcement in one pipeline.
97 12 +0/wk
GitHub ⚡ Breakout +169.4%
context-engineering large-language-models llm prompt-engineering rag
Trend
20
Star & Fork Trend (27 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
Emmimal/context-engine has +0 stars this period . 7-day velocity: 169.4%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | context-engine | RAG-Assistant-for-Zotero | Awesome-LLMSecOps | RUSocial-Panel |
|---|---|---|---|---|
| Stars | 97 | 97 | 97 | 97 |
| Forks | 12 | 6 | 20 | 1 |
| Weekly Growth | +0 | +0 | +0 | +0 |
| Language | Python | Python | HTML | N/A |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | NOASSERTION | N/A | N/A |
Capability Radar vs RAG-Assistant-for-Zotero
context-engine
RAG-Assistant-for-Zotero
Maintenance Activity 100
Last code push 3 days ago.
Community Engagement 62
Fork-to-star ratio: 12.4%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.