by CONSTELLATION-ENGINE · Codex Skill · ★ 60
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Constellation Engine Knowledge Topology Runtime for Stateful AI Agents Read the Codex · Download · Sponsor A personal cognitive runtime for long-lived AI agents. Constellation Engine turns memory from a passive retrieval store into an active topology: a living star map of typed nodes, weighted edges, activation state, episodic recall, and post-turn consolidation. Most agent memory systems retrieve what looks similar to the current prompt. Constellation does something different: it treats the prompt as an activation signal. That signal spreads through a persistent knowledge graph, wakes nearby and distant ideas, selects an attention pool, compiles the result into structured context, and only then hands it to the LLM. The LLM is still essential.
| Stars | 60 |
| Forks | 11 |
| Language | JavaScript |
| Category | Codex Skill |
| License | AGPL-3.0 |
| Quality Score | 62.6544301278346/100 |
| Last Updated | 2026-06-27 |
| Created | 2026-05-15 |
| Platforms | node |
| Est. Tokens | ~19k |
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constellation-engine is Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activation, Hebbian writeback, episodic recall, and post-turn cons. It is categorized as a Codex Skill with 60 GitHub stars.
constellation-engine is primarily written in JavaScript. It covers topics such as agentic-ai, ai-agent, ai-agents.
You can find installation instructions and usage details in the constellation-engine GitHub repository at github.com/CONSTELLATION-ENGINE/constellation-engine. The project has 60 stars and 11 forks, indicating an active community.
constellation-engine is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.
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