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ModsMLflow Team

mlflow Plugin

Skills for tracing, evaluating, and improving AI agents with MLflow. Supports the full agent improvement loop: instrument → trace → evaluate → iterate → validate.

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Install

This version is listed in the verified marketplace claude-plugins-official (repository anthropics/claude-plugins-official). Run these in Claude Code, in order:

  1. Add the marketplace/plugin marketplace add anthropics/claude-plugins-official
  2. Install the plugin/plugin install mlflow@claude-plugins-official

These commands install the marketplace's current upstream state, not the pinned commit snapshot on this page; the two can differ.

Contents of latest version 1.0.0 (commit 0766761)

Contents 14

Skill13
Hook1
Dependencies, compatibility and skill declarations

Recorded dependencies 0

No dependency requirements were recorded from plugin.json or marketplace entries. Only manifest fields saved with the snapshot are shown here; dependency declarations in other files are outside the current collection scope.

Recorded compatibility

2.0.0

Skill file declarations 13

The content below was read separately from the header of each skill file (SKILL.md) at its pinned commit. It is text the file declares about itself, shown as an annotation only. It is stored apart from the snapshot's dependencies and compatibility (manifest fields) above and does not overwrite them. It is not the package license, version, install count or a release record, and none of it is verified.

Evidence scope and limits
  • Each entry is one file at one pinned commit, and field states hold for that file only. Components that point to the same file are merged into one entry; files with identical content share one extraction.
  • “Declared in file” means the file's header has the field. “Not declared in this file” appears only when the header parsed successfully and lacks the field. “Invalid declaration” means the field is present but its type, length or characters do not meet the requirements; it is never rewritten or truncated. “Not read” means no usable header was obtained (not yet read, read failed, no header, or an unparseable header), which says neither that the field was declared nor that it was not.
  • Compatibility and license text are the file's own wording. They do not show that anything runs, are not legal advice, and are not a license verification. metadata.version is only an annotation inside the file; it is not the package version and is not used to judge which is newer.
  • This list groups the version's skill components by their recorded source. A listed source may still be unpinned, unread or unavailable; each entry shows its state. Collection runs in bounded batches and does not promise complete coverage.
  • A file whose read failed shows a “retry eligible” time. It is only when the collector may try again, not a schedule, and it does not promise a read or completion.

1–13 of 13 skill file sources · As of

  1. mlflow-agent/SKILL.md

    Not read

    Components using this file 1

    • mlflow-agent mlflow-agent/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    664d9ec7514ade6184742d50d9a9da712469075c
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  2. agent-evaluation/SKILL.md

    Header parsed

    Components using this file 1

    • agent-evaluation agent-evaluation/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not declared in this fileThe header parsed and has no such field; true for this file only.
    License text (declared in file, unverified)
    Not declared in this fileThe header parsed and has no such field; true for this file only.
    metadata.version (file annotation)
    Not declared in this fileThe header parsed and has no such field; true for this file only.
    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    f5fb8dce0697e9237b25dedb9e65e792c9b0c24d
    Mode
    100644
    Identity recorded
    Header parse
    Header parsed

    Extraction record

    First extracted by extractor version 1.

    First read from
    The same file as above.

  3. build-a-scorer/SKILL.md

    Not read

    Components using this file 1

    • build-a-scorer build-a-scorer/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    b935523dba17ff85b79f6ee83f46974c597d3302
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  4. instrumenting-with-mlflow-tracing/SKILL.md

    Not read

    Components using this file 1

    • instrumenting-with-mlflow-tracing instrumenting-with-mlflow-tracing/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    bfec34db6b77f3495cc0337596f3fe45543f499d
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  5. analyze-mlflow-trace/SKILL.md

    Not read

    Components using this file 1

    • analyze-mlflow-trace analyze-mlflow-trace/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    3375ba179fa80e655309b1efbcd1da875c2c8329
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  6. analyze-mlflow-chat-session/SKILL.md

    Header parsed

    Components using this file 1

    • analyze-mlflow-chat-session analyze-mlflow-chat-session/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not declared in this fileThe header parsed and has no such field; true for this file only.
    License text (declared in file, unverified)
    Not declared in this fileThe header parsed and has no such field; true for this file only.
    metadata.version (file annotation)
    Not declared in this fileThe header parsed and has no such field; true for this file only.
    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    e61904d88e14081b2da10f383da8b0a5d7e81caf
    Mode
    100644
    Identity recorded
    Header parse
    Header parsed

    Extraction record

    First extracted by extractor version 1.

    First read from
    The same file as above.

  7. retrieving-mlflow-traces/SKILL.md

    Not read

    Components using this file 1

    • retrieving-mlflow-traces retrieving-mlflow-traces/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    eb420814cca79b33f8a0002b6c4fcbecfada8b4a
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  8. querying-mlflow-metrics/SKILL.md

    Not read

    Components using this file 1

    • querying-mlflow-metrics querying-mlflow-metrics/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    957a0af28741d0a4353b72a99aab51262da84190
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  9. mlflow-onboarding/SKILL.md

    Not read

    Components using this file 1

    • mlflow-onboarding mlflow-onboarding/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    5348ac22c55247fe7f9d8ef3ae4598e28cead0eb
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  10. searching-mlflow-docs/SKILL.md

    Not read

    Components using this file 1

    • searching-mlflow-docs searching-mlflow-docs/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    a6ca7aa1245b171239ffdbc0c3e164efa1903adf
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  11. debug-agent/SKILL.md

    Not read

    Components using this file 1

    • debug-agent debug-agent/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    c2982eb530fe6c775e8da223353d9bbb58ddefea
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  12. fix-agent-issue/SKILL.md

    Not read

    Components using this file 1

    • fix-agent-issue fix-agent-issue/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    6d7236b4caa8fcd06028ce15697900f63558a495
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

  13. sagemaker-mlflow/SKILL.md

    Not read

    Components using this file 1

    • sagemaker-mlflow sagemaker-mlflow/SKILL.md

    Fields declared in the file

    Compatibility (declared in file)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    License text (declared in file, unverified)
    Not readNo usable header, which says neither that it was declared nor that it was not.
    metadata.version (file annotation)
    Not readNo usable header, which says neither that it was declared nor that it was not.

    This file has no usable extraction record yet, so all three fields show as “Not read”.

    Repository
    mlflow/skills
    Pinned commit
    0766761276a7dd378d88ac8aa7ca742c92b830fe
    File identity
    Regular-file identity recorded
    Blob SHA
    2caa387308a45cad00d7f357f0016c41786e6ca2
    Mode
    100644
    Identity recorded
    Header parse
    Not read
    Why not read
    The file identity is recorded, but its content has not been read yet. declaration_unread

    No extraction record yet.

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All versions1

Each commit is an immutable snapshot, newest first. One version label can map to several commits.

VersionCommitCapturedComponentsActions
1.0.0 Latest 0766761 14 View Download Compare…