mlflow-agent-improvement

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Check before installing.

By mlflow/skills (GitHub) · other · 90 stars · scanned at commit 6303169

Fix or change an AI agent's behavior using MLflow traces and regression tests. Use for wrong answers, missing tool calls, new business rules, or context and token-cost optimization. Diagnose first, prove a regression fails, implement the smallest fix, and verify it passes without breaking existing behavior.

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

The author does not mention this.

Found in 2 places.

mlflow-agent-improvement/references/regression-test-suite.md, line 20uv run python -c 'import pytest' || uv pip install pytest
mlflow-agent-improvement/references/regression-test-suite.md, line 21uv run python -c 'import xdist' || uv pip install pytest-xdist

Changes files outside its own folder

The author does not mention this. It runs automatically when the plugin is installed.

Found in 1 place.

hooks/README.md, line 31cp hooks/mlflow-suggest-hook.py ~/.claude/hooks/mlflow-suggest-hook.py

Runs commands on your computer

The author does not mention this. It runs automatically when the plugin is installed.

Found in 1 place.

hooks/hooks.json, line 8"command": "${CLAUDE_PLUGIN_ROOT}/hooks/mlflow-suggest-hook.py"

Safer alternatives

Low-risk skills in the same category (other) that look related. Check that one does what you need.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'mlflow-agent-improvement' ] || [ -L ~/.agents/skills/'mlflow-agent-improvement' ]; then echo 'A skill folder named mlflow-agent-improvement already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mlflow/skills' "$d" && git -C "$d" checkout --quiet '630316930230d971e3c555c0be0279506a91c069' -- 'mlflow-agent-improvement' && mkdir -p ~/.agents/skills && cp -R "$d"/'mlflow-agent-improvement' ~/.agents/skills/'mlflow-agent-improvement' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'mlflow-agent-improvement' ~/.claude/skills/'mlflow-agent-improvement' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-07	`6303169`	70