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llmmanorg/llmman

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Run any agent on any model, models stored as OCI images

Is llmmanorg/llmman beginner-friendly?

In the last 30 days, llmmanorg/llmman merged 8 of 10 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
538
Forks
69
Open beginner issues
0
Indexed issues
38
Avg merge
14h 14m
Merged PRs (30d)
114
Dominant language
Rust
License
Apache-2.0
Last GitHub push
Oct 5, 2026
Latest indexed
Oct 6, 2026
No contributing guide
No code of conduct
Beginner labels
good first issue

How to contribute to llmmanorg/llmman

  1. There is no contributing guide, so start from the README and a few recently merged pull requests to see how changes are proposed.
  2. Your contributions will be published under the project's Apache-2.0 license.
  3. Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.
Beginner friendly Everything
Open All

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

  • Proposal: Add LLMMAN_SHELL to llmman serve --help
    Open
    • Is something wrong?

    Difficulty 1/5 Under an hour Newbie friendliness 90/100

    llmmanorg/llmman#708 ·

    Maintainers usually reply within 1 day

  • /v1/chat/completions: reasoning_effort low and minimal do not bound thinking on local models
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    llmmanorg/llmman#703 ·

    Maintainers usually reply within 1 day

  • Feature Request: Add `microsoft/nvx` sandbox backend for lightweight micro-VM isolation on Windows and Linux
    Open
    • Is something wrong?
    good first issue

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    llmmanorg/llmman#693 · 1 comment ·

    Maintainers usually reply within 1 day

  • Lock transitive dependencies for mise-managed npm integration CLIs
    Open
    • Is something wrong?

    Difficulty 3/5 1-2 days Newbie friendliness 25/100

    llmmanorg/llmman#657 · 1 comment ·

    Maintainers usually reply within 1 day

  • Support resolving OpenVINO IR-only ModelPack artifacts
    Open
    • Is something wrong?

    Difficulty 3/5 1-2 days Newbie friendliness 48/100

    llmmanorg/llmman#628 · 4 comments ·

    Maintainers usually reply within 1 day

  • Allow passing a Hugging Face token to llmman when pulling baked models
    Open
    • Is something wrong?
    good first issue

    Difficulty 4/5 3-5 days Newbie friendliness 45/100

    llmmanorg/llmman#612 · 1 comment ·

    Maintainers usually reply within 1 day

  • Drop caller-supplied X-LLMMan-Upstream-IP pinning from managed OAuth forwarding
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    llmmanorg/llmman#543 · 1 comment ·

    Maintainers usually reply within 1 day

  • Add openvino support
    Open
    • Is something wrong?
    good first issue

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    llmmanorg/llmman#503 ·

    Maintainers usually reply within 1 day

  • Proposal: AI-BOM support (CycloneDX ML-BOM / SPDX 3.0) for model artifacts
    Open
    • Is something wrong?
    good first issue

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    llmmanorg/llmman#446 · 1 comment · 1 reaction ·

    Maintainers usually reply within 1 day

  • Add "llmman launch vibe"
    May be free again Open
    • Is something wrong?
    good first issue

    Difficulty 4/5 3-5 days Newbie friendliness 35/100

    llmmanorg/llmman#384 · 1 comment · 1 reaction ·

    Maintainers usually reply within 1 day

  • Add ORAS as a third backend in go-shim to docker/podman
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    llmmanorg/llmman#380 · 1 comment · 1 reaction ·

    Maintainers usually reply within 1 day

  • launch: share context window and max token plumbing across integrations
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    llmmanorg/llmman#363 · 1 comment ·

    Maintainers usually reply within 1 day

  • store: group sharded GGUF files into one coherent artifact
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 44/100

    llmmanorg/llmman#361 · 1 comment ·

    Maintainers usually reply within 1 day

  • Add "llmman launch pool"
    Open
    • Is something wrong?
    good first issue

    Difficulty 4/5 3-5 days Newbie friendliness 25/100

    llmmanorg/llmman#350 · 1 comment ·

    Maintainers usually reply within 1 day

  • GC: reclaim orphaned layers when a tag is overwritten by pull/build
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    llmmanorg/llmman#300 · 5 comments ·

    Maintainers usually reply within 1 day

  • serve: no way to pass extra arguments to llama-server
    Possibly taken Open
    • Is something wrong?

    llmmanorg/llmman#706 · 1 comment · 1 assignee ·

    Maintainers usually reply within 1 day

  • Pin integration dependencies consistently and manage updates with Renovate
    Possibly taken Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 25/100

    llmmanorg/llmman#633 · 3 comments · 1 assignee ·

    Maintainers usually reply within 1 day

  • go-shim: support the OCI referrers API
    Possibly taken Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 54/100

    llmmanorg/llmman#371 · 1 reaction ·

    Maintainers usually reply within 1 day

  • Add "llmman launch muse"
    Possibly taken Open
    • Is something wrong?
    good first issue

    llmmanorg/llmman#343 · 2 comments · 1 assignee ·

    Maintainers usually reply within 1 day

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