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The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An agent-independent effect runtime for governed, durable, and verifiable autonomous execution. MELRA begins where the tool call leaves the model loop.

Is XAGI-Lab/melra beginner-friendly?

In the last 30 days, XAGI-Lab/melra merged 92 of 95 pull requests from outside contributors, and its maintainers usually reply within 1 day. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.

Stars
10
Forks
4
Open beginner issues
0
Indexed issues
13
Avg merge
12h 50m
Merged PRs (30d)
98
Dominant language
TypeScript
License
Apache-2.0
Last GitHub push
Oct 13, 2026
Latest indexed
Oct 13, 2026
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Beginner labels
help wanted good first issue

How to contribute to XAGI-Lab/melra

  1. Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
  2. It ships a Dockerfile or Docker Compose file, so you can run it without installing its whole toolchain.
  3. Read its code of conduct: it covers issues and pull requests as well as chat.
  4. Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.

Issues somebody may already be working on are listed last. List everything by date

  • Intermittent hang in the stalled-read browser test on CI
    Open
    bug

    Difficulty 4/5 3-5 days Newbie friendliness 22/100

    XAGI-Lab/melra#145 · 1 comment ·

    Maintainers usually reply within 1 day

  • macOS: find why Chrome stalls when several browser test files run at once
    Open
    area: adapters help wanted

    Difficulty 5/5 Over a week Newbie friendliness 15/100

    XAGI-Lab/melra#107 · 1 comment ·

    Maintainers usually reply within 1 day

  • MELRA_SOCKET in the environment silently switches melra serve off stdio
    Open
    enhancement proposal

    Difficulty 3/5 1-3 hours Newbie friendliness 35/100

    XAGI-Lab/melra#105 ·

    Maintainers usually reply within 1 day

  • Ship a standalone melra executable so installing needs no Node
    Open
    enhancement help wanted proposal

    Difficulty 4/5 3-5 days Newbie friendliness 22/100

    XAGI-Lab/melra#76 · 1 comment ·

    Maintainers usually reply within 1 day

  • P3: semantic verification, supplied by the harness and never sole evidence
    Open
    area: verification enhancement proposal roadmap: P3

    Difficulty 5/5 Over a week Newbie friendliness 8/100

    XAGI-Lab/melra#54 · 1 comment ·

    Maintainers usually reply within 1 day

  • P2: OS-level isolation and a Unix-socket transport
    Open
    area: security enhancement help wanted roadmap: P2 status: ready

    Difficulty 5/5 Over a week Newbie friendliness 15/100

    XAGI-Lab/melra#52 · 2 comments ·

    Maintainers usually reply within 1 day

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