github search·zjunlp-lightmem
zjunlp/LightMem
zjunlp/LightMem: Existing memory-augmented LLM agents often treat memory as a static repository with pre-defined representations and fixed retrieval pipelines, which is brittle in dynamic agentic environments where feedback, task variation, and heterogeneous signals continuously reshape what s...
AgentScore
24.7+0.07
+0.07 vs 24h ago
Adoption18.9
Quality—
Momentum49.8
Community40.4
Quality unrated · weight redistributed
CapabilitiesCode GenerationRag
DeploymentIde Plugin
MaturityExperimental
Score breakdown
Headline plus the four pillars over time. Click any pillar below to see the signals feeding it.
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Pillar contributions
- GitHub stars+0.1%943→ 49.6PyPI monthly installs120→ 26.0MCP registry listing0→ 0.0
Pillar = mean of 3 scaled values = 18.9.
Awaiting first reading — these signals apply to this agent and will be ingested on the next tier tick: SO questions (7d), Product Hunt upvotes, Docker Hub pulls, Crates.io downloads (90d), Tech-news mentions (30d)
Not applicable — this agent doesn't have the prerequisite (no GitHub repo, no HF mirror, etc.) for these signals to ever apply: HF downloads (30d), npm weekly installs
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Score envelope last computed 2h ago. Quality is Unrated — agent has no benchmark results yet.