ConsciousDB: A database-agnostic Agentic GraphRAG framework using swappable System One models (local Laya / cloud Jev)

by bodepudimuneendra-netizen · Agent Tool · ★ 54

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install ConsciousDB

git clone https://github.com/bodepudimuneendra-netizen/ConsciousDB.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

astar-algorithmeval-harnessfine-tuninggraphdatabasegrapragjevlayaneo4jragtypesafe-ai

Quick Facts

Stars54
Forks3
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score64/100
Last Updated2026-11-02
Created2026-09-23
Platformspython
Est. Tokens~13k

About ConsciousDB

ConsciousDB ConsciousDB is a graph-database-agnostic Agentic GraphRAG framework — a production-ready intelligence layer you drop on top of your existing graph database to make it fully agentic. It doesn't replace your graph DB; it gives it a brain. Instead of hard-wiring GraphRAG logic to a single database, this framework completely decouples the AI decision layer from the storage layer.

Compatible Skills

These tools work well together with ConsciousDB for enhanced workflows:

  • laya-opencv — semantic(0.27)+complementary+shared_fw(pytorch)+same_lang+similar_pop+shared_platform (68%)
  • laya-server — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)

ConsciousDB alternative? Top 6 similar tools

Looking for a ConsciousDB alternative? If you're comparing ConsciousDB with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • jev-curate by AkashPriyadarshii · ⭐ 107

    High-throughput synthetic and pretraining dataset sifter for TypeSafe Jev. Rust streaming core, Parquet and JS

  • neurolink by juspay · ⭐ 157

    The pipe layer of an AI nervous system — one interface connecting provider neurons to your application, across

  • awesome-jev by hellogumbo · ⭐ 222

    A community directory of projects built on Jev, TypeSafe AI's System One model.

  • flexible-graphrag by stevereiner · ⭐ 196

    GraphRAG, RAG, LlamaIndex, LangChain, 15 Prop Graph, 4 RDF, 10 Vector, 3 Search DBs. 14 data srcs, auto sync,

  • system1-agents by ThinkFlowLab · ⭐ 180

    System 1 decision models (Jev, Laya, Cua-S1) as brain for agents: Browser use, computer use, games and robotic

  • skillranker by Dicklesworthstone · ⭐ 138

    Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context.

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Agent Tool tools