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nokiyliao/README.md

Nokiy Liao

I build local-first infrastructure for long-running Codex work: collaboration runtimes, bounded context navigation, durable session continuity, and practical human interfaces.

The projects below form one system rather than a collection of unrelated tools.

flowchart TD
    C[Codex] --> F[Full Stack Harness]
    F --> K[Tura-derived Kernel]
    F --> D[Deep Context Federation]
    F --> G[Session Governor]
    S[Collaboration Specs] -. contracts .-> F
    V[Remote Voice] --> C

    K --> E[Durable execution and recovery]
    D --> X[Bounded evidence and context]
    G --> S[Compaction and session continuity]
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Core projects

Project Role
Codex Full Stack Harness Primary product boundary for the native Codex plugin kernel and integrated collaboration stack.
Codex Collaboration Harness Public specifications, adapter contracts, examples, and benchmark evidence.
Deep Context Federation Read-only federation over code graphs, evidence artifacts, operator projections, and advisory context maps.
Codex Session Governor Same-ID compaction, bounded storage governance, and durable session continuity.
Codex Remote Voice Private-overlay Mumble voice transport with lifecycle-safe Codex Voice activation.

Runtime work

Tura is the AGPL source-lineage fork for the collaboration kernel now migrating into native Codex integration. It preserves the standalone runtime history until that migration is complete.

Upstream work

Codex ChatGPT Web is a working fork used for upstream contributions and integration patches. It is listed separately from the original projects above.

Engineering principles

  • Local-first operation with explicit trust boundaries.
  • Fail closed when execution or effect state cannot be proven.
  • Exact identities, durable receipts, and no blind retries.
  • Context compression without silently increasing authority.
  • Tests and readback as evidence, not substitutes for live acceptance.

Current releases, installation instructions, limitations, and licenses are documented in each repository.

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  1. codex-collaboration-harness codex-collaboration-harness Public

    Public specifications, adapter contracts, examples, and benchmark evidence for the Codex collaboration stack.

    Python

  2. codex-remote-voice codex-remote-voice Public

    Private-overlay Mumble voice bridge for macOS and Android with lifecycle-safe Codex Voice activation.

    Python

  3. codex-session-governor codex-session-governor Public

    Same-ID Codex compaction, durable session continuity, and bounded local storage governance.

    Python

  4. deep-context-federation deep-context-federation Public

    Read-only context federation for code graphs, evidence artifacts, operator projections, and bounded agent navigation.

    Python

  5. tura tura Public

    Forked from Tura-AI/tura

    Historical AGPL Tura source-lineage fork for the collaboration kernel migrating into native Codex integration.

    Rust

  6. codex-full-stack-harness codex-full-stack-harness Public

    Native Codex full-stack collaboration harness integrating Tura-derived execution semantics, DCF context, and session continuity.

    Rust