mise-expert

name

mise-expert

description

Mise development environment manager (asdf + direnv + make replacement). Capabilities: tool version management (node, python, go, ruby, rust), environment variables, task runners, project-local configs, backend selection (aqua, github, core, cargo, npm, pipx), security verification (cosign, SLSA, GitHub attestations, minisign). Actions: install, manage, configure, run tools/tasks with mise, troubleshoot attestation failures, migrate backends. Keywords: mise, mise.toml, tool version, runtime version, node, python, go, ruby, rust, asdf, direnv, task runner, environment variables, version manager, .tool-versions, mise install, mise use, mise run, mise tasks, project config, global config, aqua backend, github backend, ubi deprecated, MISE_AQUA_COSIGN, MISE_AQUA_GITHUB_ATTESTATIONS, attestation verification failed, cosign, SLSA, uv astral-sh. Use when: installing runtime versions, managing tool versions, setting up dev environments, creating task runners, replacing asdf/direnv/make, configuring project-local tools, troubleshooting tool installation failures, attestation/verification errors, choosing between backends.

Mise Expert Skill

Purpose

Specialized skill for mise - a unified development environment manager combining tool version management (asdf replacement), environment variable management (direnv replacement), and task running (make/npm scripts replacement).

When to Use This Skill

Tool & Runtime Management

• Installing and managing runtime versions (node, python, go, ruby, rust, etc.)
• Setting up project-specific tool versions for reproducibility
• Switching between multiple language versions in polyglot projects
• Managing global vs project-local tool installations
• Migrating from asdf, nvm, pyenv, rbenv, or similar version managers
• Troubleshooting tool version conflicts

Project Setup & Onboarding

• Bootstrapping new project development environments
• Creating mise.toml for team consistency
• Setting up monorepo tool configurations
• Configuring per-directory environment switching
• Establishing project development standards
• Simplifying onboarding for new team members

Task Runner & Build Systems

• Creating or optimizing mise.toml task configurations
• Designing task workflows with dependency chains
• Implementing parallel task execution strategies
• Adding intelligent caching with sources/outputs
• Converting from make, npm scripts, just, or other task runners
• Building cross-platform compatible task systems
• Optimizing build performance with incremental builds

Environment Management

• Configuring per-directory environment variables
• Managing secrets and configuration across environments
• Setting up development/staging/production environment switching
• Replacing direnv with mise
• Loading environment from .env files
• Creating environment-specific task behaviors

CI/CD Integration

• Setting up mise in GitHub Actions, GitLab CI, CircleCI
• Ensuring consistent environments between local and CI
• Optimizing CI builds with mise caching
• Managing tool versions in containerized environments

Troubleshooting & Optimization

• Debugging mise task execution issues
• Diagnosing tool version problems
• Resolving environment variable loading issues
• Optimizing task caching and performance
• Fixing cross-platform compatibility issues

Core Capabilities

- **Tool Version Management**: Install, configure, and switch between runtime versions - **Task Design**: Create efficient, cacheable, and maintainable task configurations - **Environment Setup**: Configure tools, variables, and per-directory environments - **Workflow Optimization**: Design parallel execution and intelligent dependency chains - **Migration Support**: Convert from asdf, make, npm, direnv, and other tools - **Troubleshooting**: Diagnose and resolve mise configuration issues - **Best Practices**: Apply mise patterns for modern development workflows - **CI/CD Integration**: Configure mise for continuous integration pipelines

Backends

mise uses backends to install tools. Backend selection affects security verification, performance, and compatibility.

**Tier 1 (Recommended)**

Backend	Syntax	Use For
core	node, python, go	Built-in tools (node, python, bun, deno, java, go, erlang, dotnet). Rust-native, best performance.
aqua	aqua:owner/repo	Tools in aqua-registry. Native security verification (cosign, SLSA, attestations, minisign).
github	github:owner/repo	GitHub releases. Provenance verification, download progress. Replaced ubi.

Tier 2 (Stable)

Backend	Syntax	Use For
cargo	cargo:crate	Rust tools from crates.io. Supports cargo-binstall.
npm	npm:package	Node packages. Supports npm/pnpm/bun/aube as package managers.
pipx	pipx:package	Python CLI tools in isolated envs. Auto-uses uvx if uv is on PATH.
go	go:module	Go tools via go install.
gem	gem:package	Ruby gems.
conda	conda:package	Conda packages. Graduated from experimental in v2026.5.
vfox	vfox:plugin	VersionFox plugins. Embedded Lua in binary for speed.
http	http:url	Direct HTTP downloads with Tera templating.
forgejo	forgejo:owner/repo	Forgejo/Gitea forge releases.
gitlab	gitlab:owner/repo	GitLab releases.
asdf	asdf:plugin	Legacy plugin system. Discouraged for new tools — runs arbitrary plugin code.

Deprecated

Backend	Replacement	Migration
ubi	github	Replace ubi:owner/repo → github:owner/repo. github backend adds provenance verification, progress reports, fewer deps.

Resolution order: Explicit spec → MISE_BACKENDS_<TOOL> env var → Registry lookup → Core tools → Fallback.

Recommendation hierarchy: core > aqua > github > language-native (npm/pipx/cargo/go/gem) > vfox > asdf

Backend override example:

[tools]
# Default (registry decides backend — usually aqua)
uv = "latest"

# Explicit backend
"aqua:astral-sh/uv" = "latest"
"github:astral-sh/uv" = "latest"

# CLI override
mise use "github:astral-sh/uv@latest"

Security Verification

The aqua backend verifies tool integrity via native Rust implementations — no external CLI tools (cosign, slsa-verifier, minisign, gh) needed. All methods enabled by default.

<security_verification> Verification Methods

Method	Env Var	Settings Key	Default
Cosign signatures	MISE_AQUA_COSIGN	aqua.cosign	true
SLSA provenance	MISE_AQUA_SLSA	aqua.slsa	true
GitHub Attestations	MISE_AQUA_GITHUB_ATTESTATIONS	aqua.github_attestations	true
Minisign	MISE_AQUA_MINISIGN	aqua.minisign	true
Checksums	Always on	N/A	Always

Global toggle across all backends: MISE_GITHUB_ATTESTATIONS=0

Extra cosign args: MISE_AQUA_COSIGN_EXTRA_ARGS="--key /path/to/key.pub"

When Attestation Verification Fails

Common causes: release published manually without GH Actions (no attestations generated), sigstore library incompatibility, GitHub API format changes.

# Fix 1: Update mise first (many attestation bugs fixed in newer releases)
mise self-update

# Fix 2: Disable only the failing method
export MISE_AQUA_GITHUB_ATTESTATIONS=false
mise install <tool>@<version>

# Fix 3: Settings-based (persistent)
# In mise.toml or ~/.config/mise/config.toml
[settings]
aqua.github_attestations = false

# Fix 4: Debug to identify which method fails
MISE_DEBUG=1 mise install <tool>@<version>

Known per-tool attestation issues:

• uv v0.9.11: manually published release, no attestations. Use a different version.
• Some tools have releases that predate GitHub attestation support — aqua-registry PRs disable attestation requirements for those versions. </security_verification>

Operational Guidelines

Task Configuration Principles

<task_design_principles>

1. Caching First: Always define sources and outputs for cacheable tasks
2. Parallel by Default: Use depends arrays for parallel execution
3. Single Responsibility: Each task should have one clear purpose
4. Namespacing: Group related tasks with prefixes (e.g., db:migrate, test:unit)
5. Idempotency: Tasks should be safe to run multiple times
6. Platform Awareness: Use run_windows for cross-platform compatibility
7. Watch Mode Ready: Design tasks compatible with mise watch </task_design_principles>

Decision Framework

<when_to_use_mise> Choose mise for:

• Multi-language projects requiring version management (Python + Node + Go)
• Projects needing per-directory environment variables
• Cross-platform development teams (Linux/Mac/Windows)
• Replacing complex Makefiles or npm scripts
• Projects with parallel task execution needs
• Teams wanting consistent dev environments (new dev onboarding)
• Replacing multiple tools (asdf + direnv + make) with one
• CI/CD pipelines requiring reproducible builds

Skip mise for:

• Single-language projects with simple build steps
• Projects where npm scripts are sufficient
• Teams unfamiliar with TOML and no bandwidth for learning
• Projects with existing, working task systems and no pain points
• Embedded systems or constrained environments </when_to_use_mise>

Tool Version Management Patterns

<tool_installation_patterns> Project-Specific Tools

# mise.toml - Project root configuration
[tools]
# Exact versions for reproducibility
node = "20.10.0"
python = "3.11.6"
go = "1.21.5"
terraform = "1.6.6"

# Read from version file
ruby = { file = ".ruby-version" }
java = { file = ".java-version" }

# Latest patch version
postgres = "16"
redis = "7"

# Multiple versions (switch with mise use)
# mise use node@18 (temporarily override)

Global Development Tools

# Install globally useful CLI tools
mise use -g ripgrep@latest      # Better grep
mise use -g bat@latest          # Better cat

Version File Migration

# Migrate from existing version files
echo "20.10.0" > .node-version
echo "3.11.6" > .python-version

# mise.toml
[tools]
node = { file = ".node-version" }
python = { file = ".python-version" }

</tool_installation_patterns>

Project Setup Workflows

<project_setup_patterns> New Project Bootstrap

# mise.toml
[tools]
node = "20"
python = "3.11"

[env]
PROJECT_ROOT = "{{cwd}}"
LOG_LEVEL = "debug"

[vars]
project_name = "my-app"

[tasks.setup]
description = "Setup development environment"
run = [
  "mise install",
  "npm install",
  "pip install -r requirements.txt",
  "cp .env.example .env"
]

[tasks.dev]
alias = "d"
description = "Start development server"
depends = ["setup"]
env = { NODE_ENV = "development" }
run = "npm run dev"

Monorepo Configuration

# Root mise.toml
[tools]
node = "20"
go = "1.21"

[tasks.install]
description = "Install all dependencies"
run = [
  "cd frontend && npm install",
  "cd backend && go mod download"
]

# frontend/mise.toml
[tasks.dev]
dir = "{{cwd}}/frontend"
run = "npm run dev"

# backend/mise.toml
[tools]
go = "1.21"

[tasks.dev]
dir = "{{cwd}}/backend"
run = "go run main.go"

</project_setup_patterns>

Configuration Patterns

<common_patterns> Development Workflow

[tasks.dev]
alias = "d"
description = "Start development server with hot reload"
env = { NODE_ENV = "development", DEBUG = "true" }
run = "npm run dev"

[tasks.dev-watch]
description = "Watch and rebuild on changes"
run = "mise watch build"

Build Pipeline with Caching

[tasks.clean]
description = "Remove build artifacts"
run = "rm -rf dist"

[tasks.build]
alias = "b"
description = "Build production bundle"
depends = ["clean"]
sources = ["src/**/*", "package.json", "tsconfig.json"]
outputs = ["dist/**/*"]
env = { NODE_ENV = "production" }
run = "npm run build"

[tasks.build-watch]
description = "Rebuild on source changes"
run = "mise watch build"

Testing Suite

[tasks.test]
alias = "t"
description = "Run all tests"
depends = ["test:unit", "test:integration"]  # Runs in parallel

[tasks."test:unit"]
description = "Run unit tests"
sources = ["src/**/*.ts", "tests/unit/**/*.ts"]
run = "npm test -- --testPathPattern=unit"

[tasks."test:integration"]
description = "Run integration tests"
sources = ["src/**/*.ts", "tests/integration/**/*.ts"]
run = "npm test -- --testPathPattern=integration"

[tasks."test:watch"]
description = "Run tests in watch mode"
run = "npm test -- --watch"

[tasks."test:coverage"]
description = "Generate coverage report"
run = "npm test -- --coverage"

[tasks."test:e2e"]
description = "Run end-to-end tests"
depends = ["build"]
run = "playwright test"

Database Workflow

[tasks."db:migrate"]
description = "Run database migrations"
run = "npx prisma migrate deploy"

[tasks."db:seed"]
description = "Seed database with test data"
depends = ["db:migrate"]
run = "npx prisma db seed"

[tasks."db:reset"]
description = "Reset database to clean state"
run = ["npx prisma migrate reset --force", "mise run db:seed"]

[tasks."db:studio"]
description = "Open Prisma Studio"
run = "npx prisma studio"

Linting & Formatting

[tasks.lint]
description = "Lint code"
sources = ["src/**/*.ts"]
run = "eslint src"

[tasks.format]
description = "Format code"
sources = ["src/**/*.ts"]
run = "prettier --write src"

[tasks."lint:fix"]
description = "Lint and auto-fix issues"
run = "eslint src --fix"

[tasks.check]
description = "Run all checks"
depends = ["lint", "format", "test"]  # Runs in parallel

Deployment Pipeline

[tasks.deploy]
description = "Deploy to production"
usage = '''
arg "environment" description="Target environment" default="staging"
flag "-f --force" description="Skip confirmation"
'''
depends = ["build", "test"]
depends_post = ["notify:slack"]
run = './scripts/deploy.sh {{arg(name="environment")}} {{flag(name="force")}}'

[tasks."deploy:staging"]
description = "Deploy to staging"
depends = ["build", "test"]
run = "./scripts/deploy.sh staging"

[tasks."deploy:production"]
description = "Deploy to production"
depends = ["build", "test"]
run = "./scripts/deploy.sh production"

[tasks."notify:slack"]
hide = true
run = 'curl -X POST $SLACK_WEBHOOK -d "Deployment complete"'

Docker Integration

[tasks."docker:build"]
description = "Build Docker image"
sources = ["Dockerfile", "src/**/*"]
run = "docker build -t myapp:latest ."

[tasks."docker:run"]
description = "Run Docker container"
depends = ["docker:build"]
run = "docker run -p 3000:3000 myapp:latest"

[tasks."docker:compose"]
description = "Start services with docker-compose"
run = "docker-compose up -d"

Go Plugin Build System

[tasks."build:plugins"]
description = "Build all Go plugins in parallel"
sources = ["plugins/**/*.go"]
outputs = ["plugins/**/main.so"]
run = '''
for plugin in plugins/*/; do
  (cd "$plugin" && go build -buildmode=plugin -o main.so main.go) &
done
wait
'''

[tasks."rebuild:plugins"]
description = "Rebuild plugins when engine changes"
sources = ["engine/**/*.go"]
depends = ["build:engine"]
run = "mise run build:plugins"

</common_patterns>

Variables and Environment Management

<environment_patterns> Environment-Specific Variables

[vars]
# Default development values
api_url = "http://localhost:3000"
db_host = "localhost"
db_port = "5432"
debug_mode = "true"

# Load additional vars from .env
_.file = ".env"

[env]
# Static environment variables
NODE_ENV = "development"
LOG_LEVEL = "debug"

# Reference variables
API_URL = "{{vars.api_url}}"
DATABASE_URL = "postgres://{{vars.db_host}}:{{vars.db_port}}/myapp"
DEBUG = "{{vars.debug_mode}}"

[tasks.dev]
env = {
  NODE_ENV = "development",
  API_URL = "{{vars.api_url}}"
}
run = "npm run dev"

Multi-Environment Setup

# mise.toml (base development config)
[vars]
environment = "development"
api_url = "http://localhost:3000"

[env]
NODE_ENV = "development"

# mise.staging.toml
[vars]
environment = "staging"
api_url = "https://api.staging.example.com"

[env]
NODE_ENV = "staging"

# mise.production.toml
[vars]
environment = "production"
api_url = "https://api.example.com"
debug_mode = "false"

[env]
NODE_ENV = "production"

Secret Management

# mise.toml (checked into git)
[vars]
# Non-sensitive defaults
api_url = "http://localhost:3000"

# Load secrets from .env (gitignored)
_.file = ".env"

[env]
# Reference secrets loaded from .env
API_KEY = "{{vars.api_key}}"
DATABASE_PASSWORD = "{{vars.db_password}}"

# .env (NOT in git)
api_key=secret-key-here
db_password=secret-password

</environment_patterns>

Workflow Process

<workflow_steps> When helping with mise configurations:

1. Assess Current State

   • Read existing mise.toml if present
   • Identify current task runner (make, npm, etc.)
   • Check for version managers (asdf, nvm, pyenv)
   • Understand project structure and requirements

2. Design Architecture

   • Determine tool version requirements
   • Map out task dependencies and relationships
   • Identify parallel execution opportunities
   • Plan caching strategy with sources/outputs
   • Consider cross-platform needs

3. Implement Configuration

   • Start with tool versions and environment setup
   • Create simple tasks, add complexity incrementally
   • Use namespacing for related tasks
   • Add aliases for frequently used tasks
   • Document complex tasks with descriptions

4. Optimize Performance

   • Add sources/outputs for caching
   • Leverage parallel execution via depends
   • Set appropriate jobs limit
   • Use watch mode for development workflows

5. Validate and Test

   • Run mise install to verify tool installation
   • Run mise tasks ls to verify task registration
   • Test task execution: mise run <task>
   • Verify caching behavior
   • Test cross-platform if applicable
   • Run mise doctor for diagnostics </workflow_steps>

Migration Strategies

<migration_from_asdf> From .tool-versions to mise.toml

.tool-versions:

nodejs 20.10.0
python 3.11.6
golang 1.21.5
terraform 1.6.6

mise.toml:

[tools]
node = "20.10.0"
python = "3.11.6"
go = "1.21.5"
terraform = "1.6.6"

Migration command:

# Mise can read .tool-versions directly
mise install

# Or convert to mise.toml
mise use node@20.10.0 python@3.11.6 go@1.21.5 terraform@1.6.6

</migration_from_asdf>

<migration_from_make> From Makefile to mise.toml

Makefile:

.PHONY: build test clean deploy

clean:
	rm -rf dist

build: clean
	npm run build

test: build
	npm test

deploy: build test
	./deploy.sh

mise.toml:

[tasks.clean]
description = "Remove build artifacts"
run = "rm -rf dist"

[tasks.build]
alias = "b"
description = "Build production bundle"
depends = ["clean"]
sources = ["src/**/*", "package.json"]
outputs = ["dist/**/*"]
run = "npm run build"

[tasks.test]
alias = "t"
description = "Run tests"
depends = ["build"]
run = "npm test"

[tasks.deploy]
description = "Deploy to production"
depends = ["build", "test"]  # build and test run in parallel
run = "./deploy.sh"

Advantages:

• Automatic caching via sources/outputs
• Parallel execution of independent tasks
• Cross-platform compatibility
• Environment variable management
• Tool version management integrated </migration_from_make>

<migration_from_npm> From package.json scripts to mise.toml

package.json:

{
  "scripts": {
    "dev": "NODE_ENV=development npm start",
    "build": "webpack --mode production",
    "test": "jest",
    "lint": "eslint src",
    "deploy": "npm run build && npm run test && ./deploy.sh"
  }
}

mise.toml:

[tasks.dev]
alias = "d"
description = "Start development server"
env = { NODE_ENV = "development" }
run = "npm start"

[tasks.build]
alias = "b"
description = "Build production bundle"
sources = ["src/**/*", "webpack.config.js"]
outputs = ["dist/**/*"]
run = "webpack --mode production"

[tasks.test]
alias = "t"
description = "Run tests"
run = "jest"

[tasks.lint]
description = "Lint code"
sources = ["src/**/*.js"]
run = "eslint src"

[tasks.deploy]
description = "Deploy to production"
depends = ["build", "test"]  # Runs in parallel
run = "./deploy.sh"

Advantages:

• Better dependency management (build + test run in parallel)
• Caching prevents unnecessary rebuilds
• Environment variables in configuration
• Consistent interface across different project types
• Works with any language, not just Node.js </migration_from_npm>

<migration_from_direnv> From .envrc to mise.toml

.envrc:

export NODE_ENV=development
export API_URL=http://localhost:3000
export DATABASE_URL=postgres://localhost/myapp

mise.toml:

[env]
NODE_ENV = "development"
API_URL = "http://localhost:3000"
DATABASE_URL = "postgres://localhost/myapp"

# Or use variables for DRY
[vars]
api_host = "localhost"
api_port = "3000"

[env]
API_URL = "http://{{vars.api_host}}:{{vars.api_port}}"

Advantages:

• TOML format easier to read/edit than bash
• Variables for DRY configuration
• Integrates with task runner and tool versions
• No shell-specific syntax </migration_from_direnv>

CI/CD Integration

<ci_integration> GitHub Actions

name: CI
on: [push, pull_request]

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Setup mise
        uses: jdx/mise-action@v2
        with:
          version: latest  # or specific version

      - name: Install tools and dependencies
        run: mise install

      - name: Run tests
        run: mise run test

      - name: Build
        run: mise run build

GitLab CI

image: ubuntu:latest

before_script:
  - curl https://mise.run | sh
  - export PATH="$HOME/.local/bin:$PATH"
  - mise install

test:
  script:
    - mise run test

build:
  script:
    - mise run build

Docker

FROM ubuntu:latest

# Install mise
RUN curl https://mise.run | sh
ENV PATH="/root/.local/bin:$PATH"

# Copy project files
COPY . /app
WORKDIR /app

# Install tools and dependencies
RUN mise install

# Run build
RUN mise run build

CMD ["mise", "run", "start"]

</ci_integration>

Troubleshooting Guide

<common_issues> Tool Not Found / Wrong Version

# Symptom: Command not found or using system version
mise ls                          # List installed tools
mise install                     # Install missing tools
mise use node@20                 # Set specific version
mise doctor                      # Diagnose configuration
which node                       # Verify mise shim
mise reshim                      # Rebuild shims if needed

Task Not Found

# Symptom: "Task 'xyz' not found"
mise tasks ls                    # List all tasks
mise config                      # Show active config files
cat mise.toml                    # Verify task definition
mise tasks info <task>           # Get task details

Task Caching Issues

# Symptom: Task not re-running when files change
[tasks.build]
sources = ["src/**/*"]           # Check glob patterns are correct
outputs = ["dist/**/*"]          # Verify output paths match actual outputs
run = "npm run build"

# Debug: Remove outputs and re-run
# rm -rf dist && mise run build

Environment Variables Not Loading

# Symptom: Environment variables not set in tasks
mise config                      # Verify mise.toml location (project root)
mise run --verbose <task>        # Check env loading with verbose output
mise doctor                      # Diagnostic check
env | grep VAR_NAME              # Check if var is actually set

Cross-Platform Issues

# Symptom: Task fails on Windows
[tasks.build]
run = "npm run build"            # Use cross-platform commands
run_windows = "npm.cmd run build"  # Windows-specific override

# Or use mise variables for paths
run = "{{cwd}}/scripts/build.sh"

Parallel Execution Not Working

# Symptom: Tasks running sequentially instead of parallel
[tasks.ci]
depends = ["lint", "test", "build"]  # Runs in parallel by default

# For sequential execution, use run array
[tasks.sequential]
run = [
  "mise run step1",
  "mise run step2",
  "mise run step3"
]

Tool Installation Fails

# Symptom: mise install fails for a tool
mise doctor                      # Check for system dependencies
mise ls-remote node              # List available versions
mise install node@20 --verbose   # Verbose installation
mise cache clear                 # Clear cache and retry

Attestation / Verification Failures

# Symptom: "GitHub artifact attestations verification failed"
# or "Workflow verification failed: expected '...', found certificate: None"

# Step 1: Update mise (most attestation bugs are fixed in newer releases)
mise self-update

# Step 2: If still failing, disable the specific verification method
export MISE_AQUA_GITHUB_ATTESTATIONS=false   # GitHub attestations
export MISE_AQUA_COSIGN=false                # Cosign signatures
export MISE_AQUA_SLSA=false                  # SLSA provenance

# Step 3: Try a different version (some releases lack attestations)
mise install uv@0.9.13                       # Skip known-bad versions

# Step 4: Switch backend as workaround
mise use "github:owner/repo@version"         # github backend instead of aqua

# Step 5: Debug for details
MISE_DEBUG=1 mise install tool@version

Using Deprecated ubi Backend

# Symptom: ubi backend warnings or failures
# Fix: Replace ubi with github backend
# Old: ubi:owner/repo → New: github:owner/repo

# In mise.toml
# Before (deprecated):
# "ubi:goreleaser/goreleaser" = "latest"
# After (recommended):
# "github:goreleaser/goreleaser" = "latest"

</common_issues>

Best Practices Checklist

<best_practices> Tool Management:

• Pin exact versions for reproducibility (node = "20.10.0" not "20")
• Document version choices in comments
• Use .tool-versions or version files for compatibility
• Test tool installation on fresh clone

Task Configuration:

• All frequently used tasks have short aliases
• Build tasks define sources and outputs for caching
• Related tasks use namespace prefixes (db:, test:, docker:)
• Complex tasks have clear descriptions
• Tasks with arguments use usage spec for documentation
• Hidden internal tasks marked with hide = true

Environment Management:

• Environment variables use mise variables for DRY
• Secrets loaded from .env (gitignored)
• Development defaults in mise.toml (version controlled)
• Production overrides in separate config files

Performance:

• Parallel execution leveraged via depends arrays
• Caching configured with sources/outputs
• Watch mode available for iterative development
• jobs setting optimized for system resources

Cross-Platform:

• Platform-specific commands use run_windows
• Paths use {{cwd}} instead of hardcoded values
• Tested on target platforms (Linux/Mac/Windows)

Team & CI:

• mise.toml version controlled
• README documents mise installation and usage
• CI/CD uses mise for consistent environments
• Validated with mise doctor </best_practices>

Output Standards

When creating mise configurations:

1. Always provide complete mise.toml sections, not fragments
2. Include comments explaining non-obvious configurations
3. Add descriptions to all user-facing tasks
4. Show usage examples with mise run commands
5. Explain caching strategy when using sources/outputs
6. Document environment variables and their purposes
7. Provide migration path if converting from other systems
8. Include validation steps to verify configuration works
9. Show tool installation with mise install when setting up tools
10. Demonstrate testing with actual command examples

Example Interactions

<example_setup> User: "Setup mise for my Node.js project"

Response:

# mise.toml
[tools]
node = "20.10.0"

[env]
NODE_ENV = "development"

[tasks.install]
description = "Install dependencies"
run = "npm install"

[tasks.dev]
alias = "d"
description = "Start development server"
env = { NODE_ENV = "development" }
run = "npm run dev"

[tasks.build]
alias = "b"
description = "Build for production"
sources = ["src/**/*", "package.json"]
outputs = ["dist/**/*"]
env = { NODE_ENV = "production" }
run = "npm run build"

[tasks.test]
alias = "t"
description = "Run tests"
run = "npm test"

Setup:

mise install        # Install Node.js 20.10.0
mise run install    # Install npm dependencies
mise dev            # Start development server

</example_setup>

<example_polyglot> User: "I have a project with Python backend and Node frontend"

Response:

# mise.toml
[tools]
node = "20.10.0"
python = "3.11.6"

[env]
PROJECT_ROOT = "{{cwd}}"

[tasks."backend:install"]
description = "Install Python dependencies"
dir = "{{cwd}}/backend"
run = "pip install -r requirements.txt"

[tasks."frontend:install"]
description = "Install Node dependencies"
dir = "{{cwd}}/frontend"
run = "npm install"

[tasks.install]
description = "Install all dependencies"
depends = ["backend:install", "frontend:install"]

[tasks."backend:dev"]
description = "Start Python backend"
dir = "{{cwd}}/backend"
env = { FLASK_ENV = "development" }
run = "python app.py"

[tasks."frontend:dev"]
description = "Start Node frontend"
dir = "{{cwd}}/frontend"
env = { NODE_ENV = "development" }
run = "npm run dev"

[tasks.dev]
description = "Start both frontend and backend"
depends = ["backend:dev", "frontend:dev"]

Usage:

mise install              # Install both Node and Python
mise run install          # Install all dependencies
mise dev                  # Start both services in parallel

</example_polyglot>

Anti-Patterns to Avoid

<anti_patterns> Don't:

• ❌ Use broad version ranges (node = "20" → unpredictable)
• ❌ Create tasks without descriptions (hard to maintain)
• ❌ Ignore sources/outputs on build tasks (misses caching benefits)
• ❌ Use sequential run arrays when depends would allow parallel execution
• ❌ Hardcode environment-specific values (use vars instead)
• ❌ Create monolithic tasks (break into smaller, reusable pieces)
• ❌ Skip cross-platform considerations for team projects
• ❌ Forget to version control mise.toml
• ❌ Use mise for trivial single-command projects
• ❌ Commit secrets in mise.toml (use .env)
• ❌ Use ubi: backend (deprecated — use github: instead)
• ❌ Use MISE_AQUA_REGISTRY_COSIGN (wrong env var — use MISE_AQUA_COSIGN)
• ❌ Disable all verification globally when only one method fails

Do:

• ✅ Pin exact tool versions for reproducibility
• ✅ Use namespacing for related tasks
• ✅ Add aliases for frequently used tasks
• ✅ Define sources/outputs for cacheable tasks
• ✅ Leverage parallel execution with depends
• ✅ Use variables for DRY configuration
• ✅ Document complex task arguments with usage spec
• ✅ Test with mise doctor before committing
• ✅ Provide clear descriptions for team members
• ✅ Load secrets from gitignored .env files
• ✅ Prefer github: over ubi: for GitHub release tools
• ✅ Run mise self-update before debugging attestation failures
• ✅ Disable only the specific failing verification method, not all </anti_patterns>