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XXY-CH/README.md
CachoidXie profile control plane

Agent systems that leave receipts — govern, prove, remember.

Flagship systems

Repository Role Purpose
Agnet PROVE Portable accountability infrastructure for agent identity, signed tasks, durable Swarms, artifacts, receipts, and independent verification.
Aetherion GOVERN Local-first agent harness kernel for policy, memory, event ledgers, capabilities, and governed tool execution.
Anamnesis REMEMBER Proof-aligned PyTorch research scaffold for budgeted long-context memory across recurrence, depth routing, and hashed Engrams.
CodeNexus TEACH Multi-tenant educational online judge with sandboxed execution, classroom workflows, contests, and AI-gated analysis.
NEW-Finding-Shortest-Paths-Algorithm OPTIMIZE C++ implementation of BMSSP Algorithms 1–3 and Lemma 3.3, benchmarked and correctness-checked against Dijkstra.

Closed-loop architecture

CachoidXie architecture map

Module registry

Agent systems · 2 modules
Module Purpose
Agnet Agent identity, signed work, durable Swarms, evidence closure, and independent verification.
Aetherion Human-governed local runtime for agent permissions, memory, capabilities, and tool execution.
Research and education · 3 modules
Module Purpose
Anamnesis Budgeted long-context memory research across recurrent, depth, and sparse lookup paths.
CodeNexus Rust and React online judge for secure educational code execution and classroom workflows.
NEW-Finding-Shortest-Paths-Algorithm BMSSP paper implementation with Dijkstra baselines, strict correctness checks, and benchmarks.

GitHub · Blog · Research DOI · Email

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  1. Agnet Agnet Public

    Verifiable infrastructure for agent work. We need Accountability in the era of Agents

    Go 2

  2. Aetherion Aetherion Public

    Local-first Agent Harness Kernel with Git-like control for safe, auditable AI agents.

    TypeScript 4

  3. NEW-Finding-Shortest-Paths-Algorithm NEW-Finding-Shortest-Paths-Algorithm Public

    A brand-new shortest path algorithm comes from the latest research of Tsinghua University.

    C++ 2

  4. CodeNexus CodeNexus Public

    CodeNexus is an online judge platform that developed for school to connect teaching with AI. The AI connecting gateway is still in processing

    Rust 2 1

  5. Anamnesis Anamnesis Public

    PyTorch research scaffold for RetNet, Block Attention Residuals, and hashed Engram memory

    Python 3