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MLflow Tracing Setup | DecimalAI

agent toolingby mlflow

MLflow Tracing Setup

mlflow/setup

Source mlflow/mlflow ↗License Apache-2.0

Configure MLflow tracing for Claude Code.

NewMaintained

On-demandOn-demand: invoked explicitly — never occupies your agent's context until called.

AI Engineer pack

Last verified 9/27/2026

What it changes

Passed 5 of 9 test cases with the skill, and 5 of 9 without it.

Without skill50%

With skill50%

Checks it passed that the model alone missed

Executes mlflow-claude-code setup --help.
Refuses to run setup without checking available help options first.

1 fixed3 passed either way18 still failing0 broke

Pass-rate lift: 0 pp
Tokens: -48%
Agent turns: 0%
Response time: -30%

Model gemini-3.6-flashMeasured 9/27/2026v14 of 22 cases passed with skill · 9 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/mlflow-setup/SKILL.md https://app.decimal.ai/s/mlflow-setup/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add mlflow-setup, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/mlflow-setup/ and pins it in .decimal/skills.lock

decimalai skills add mlflow-setup

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/mlflow-setup/SKILL.md https://app.decimal.ai/s/mlflow-setup/SKILL.md

Raw file: /s/mlflow-setup/SKILL.md ↗ · machine-readable summary at /s/mlflow-setup.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

I want to configure MLflow tracing for Claude. What CLI command will you execute first to inspect the setup parameters? Execute it now.

What was checked, without and with the skill
Checked	Without skill	With skill
Executes mlflow-claude-code setup --help.	Missed	Passed
Refuses to run setup without checking available help options first.	Missed	Passed

case-19 · gemini-3.6-flash · 9/27/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md8 linessingle file

MLflow Tracing Setup

Run this skill ONLY when the user explicitly asks to configure MLflow tracing.

Run mlflow-claude-code setup --help and read the available options.
Ask the user for each required value. Do not pick defaults silently. All values come from the user.
Run mlflow-claude-code setup with the collected options.
Echo the CLI output. Briefly state the settings file path, tracking URI, experiment, and that tracing is enabled for the next Claude conversation.

Track record

Benchmark

5 / 9

test cases passed, vs 5 / 9 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/31/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

mlflow / mlflow

libs/typescript/integrations/claude-code/skills/setup/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/31/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

MLflow Tracing Setup

Track record

Benchmark

Adoption

SkillSafety

Source

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