mise-tasks▌
terrylica/cc-skills · updated Apr 8, 2026
MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.
Orchestrate multi-step project workflows using mise [tasks] section with dependency management, argument handling, and file tracking.
mise Tasks Orchestration
Orchestrate multi-step project workflows using mise [tasks] section with dependency management, argument handling, and file tracking.
Self-Evolving Skill: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues.
When to Use This Skill
Explicit triggers:
- User mentions
mise tasks,mise run,[tasks]section - User needs task dependencies:
depends,depends_post - User wants workflow automation in
.mise.toml - User mentions task arguments or
usagespec
AI Discovery trigger (prescriptive):
When
mise-configurationskill detects multi-step workflows (test suites, build pipelines, migrations), prescriptively invoke this skill to generate appropriate[tasks]definitions.
Quick Reference
Task Definition
[tasks.build]
description = "Build the project"
run = "cargo build --release"
Running Tasks
mise run build # Run single task
mise run test build # Run multiple tasks
mise run test ::: build # Run in parallel
mise r build # Short form
Dependency Types
| Type | Syntax | When |
|---|---|---|
depends |
depends = ["lint", "test"] |
Run BEFORE task |
depends_post |
depends_post = ["notify"] |
Run AFTER task succeeds |
wait_for |
wait_for = ["db"] |
Wait only if running |
Key Task Properties
| Property | Purpose | Example |
|---|---|---|
description |
AI-agent discoverability (CRITICAL) | "Run pytest with coverage. Exits non-zero on failure." |
alias |
Short name | alias = "t" |
dir |
Working directory | dir = "packages/frontend" |
env |
Task-specific env vars (NOT passed to deps) | env = { LOG_LEVEL = "debug" } |
hide |
Hidden from mise tasks output |
hide = true |
sources |
File tracking for caching | sources = ["src/**/*.rs"] |
outputs |
Skip if newer than sources | outputs = ["target/release/myapp"] |
confirm |
Prompt before execution | confirm = "Delete all data?" |
quiet |
Suppress mise output | quiet = true |
silent |
Suppress ALL output | silent = true |
raw |
Direct stdin/stdout (disables parallelism) | raw = true |
tools |
Task-specific tool versions | tools = { python = "3.9" } |
shell |
Custom shell | shell = "pwsh -c" |
usage |
Argument spec (preferred over Tera) | See Task Arguments |
Namespacing
mise run 'test:*' # All tasks starting with test:
mise run 'db:**' # Nested: db:migrate:up, db:seed:test
mise tasks --hidden # View hidden tasks (prefixed with _)
For detailed examples and patterns for all levels, see Task Levels Reference.
Level 10: Monorepo (Experimental)
Requires: MISE_EXPERIMENTAL=1 and experimental_monorepo_root = true
mise run //projects/frontend:build # Absolute from root
mise run :build # Current config_root
mise run //...:test # All projects
mise run '//projects/...:build' # Build all under projects/
Tasks in subdirectories are auto-discovered with path prefix (packages/api/.mise.toml tasks become packages/api:taskname).
For complete monorepo documentation, see: advanced.md
Level 11: Polyglot Monorepo with Pants + mise
For Python-heavy polyglot monorepos (10-50 packages), combine mise for runtime management with Pants for build orchestration and native affected detection.
| Tool | Responsibility |
|---|---|
| mise | Runtime versions (Python, Node, Rust) + environment variables |
| Pants | Build orchestration + native affected detection + dependency inference |
# Native affected detection (no manual git scripts)
pants --changed-since=origin/main test
pants --changed-since=origin/main lint
pants --changed-since=origin/main package
| Scale | Recommendation |
|---|---|
| < 10 packages | mise + custom affected (Level 10 patterns) |
| 10-50 packages (Python-heavy) | Pants + mise (this section) |
| 50+ packages | Consider Bazel |
See polyglot-affected.md for complete Pants + mise integration guide and tool comparison.
Integration with [env]
Tasks automatically inherit [env] values. Use _.file for external env files and redact = true for secrets.
[env]
DATABASE_URL = "postgresql://localhost/mydb"
_.file = { path = ".env.secrets", redact = true }
[tasks._check-env]
hide = true
run = '[ -n "$API_KEY" ] || { echo "Missing API_KEY"; exit 1; }'
[tasks.deploy]
depends = ["_check-env"]
run = "deploy.sh" # $DATABASE_URL and $API_KEY available
For full env integration patterns, see Environment Integration.
Anti-Patterns
| Anti-Pattern | Why Bad | Instead |
|---|---|---|
| Replace /itp:go with mise tasks | No TodoWrite, no ADR tracking, no checkpoints | Use mise tasks for project workflows, /itp:go for ADR-driven development |
| Hardcode secrets in tasks | Security risk | Use _.file = ".env.secrets" with redact = true |
| Giant monolithic tasks | Hard to debug, no reuse | Break into small tasks with dependencies |
Skip or minimal description |
AI agents cannot infer task purpose from name alone | Write rich descriptions: what it does, requires, produces, when to run |
Publish without build depends |
Runtime failure instead of DAG prevention | Add depends = ["build"] to publish tasks |
| Orchestrator without all phases | "Run X next" messages get ignored | Include all phases in release:full depends array |
For release-specific anti-patterns and patterns, see Release Workflow Patterns.
Cross-Reference: mise-configuration
Prerequisites: Before defining tasks, ensure [env] section is configured.
PRESCRIPTIVE: After defining tasks, invoke
mise-configurationskill to ensure [env] SSoT patterns are applied.
The mise-configuration skill covers:
[env]- Environment variables with defaults[settings]- mise behavior configuration[tools]- Version pinning- Special directives:
_.file,_.path,_.python.venv
Additional Resources
- Task Levels Reference - Levels 1-9: basic tasks, dependencies, hidden tasks, arguments, file tracking, advanced execution, watch mode
- Task Patterns - Real-world task examples
- Task Arguments - Complete usage spec reference
- Advanced Features - Monorepo, watch, experimental
- Environment Integration - [env] inheritance and credential loading
- Polyglot Affected - Pants + mise integration guide and tool comparison
- Bootstrap Monorepo - Autonomous polyglot monorepo bootstrap meta-prompt
- Release Workflow Patterns - Release task DAG patterns, build-before-publish enforcement
Troubleshooting
| Issue | Cause | Solution |
|---|---|---|
| Task not found | Typo or wrong mise.toml | Run mise tasks to list available tasks |
| Dependencies not run | Circular dependency | Check task depends arrays for cycles |
| Sources not working | Wrong glob pattern | Use relative paths from mise.toml location |
| Watch not triggering | File outside sources list | Add file pattern to sources array |
| Env vars not available | Task in wrong directory | Ensure mise.toml is in cwd or parent |
| Run fails with error | Script path issue | Use absolute path or relative to mise.toml |
Post-Execution Reflection
After this skill completes, check before closing:
- Did the command succeed? — If not, fix the instruction or error table that caused the failure.
- Did parameters or output change? — If the underlying tool's interface drifted, update Usage examples and Parameters table to match.
- Was a workaround needed? — If you had to improvise (different flags, extra steps), update this SKILL.md so the next invocation doesn't need the same workaround.
Only update if the issue is real and reproducible — not speculative.
How to use mise-tasks on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add mise-tasks
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches mise-tasks from GitHub repository terrylica/cc-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate mise-tasks. Access the skill through slash commands (e.g., /mise-tasks) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★50 reviews- ★★★★★Alexander Sethi· Dec 28, 2024
We added mise-tasks from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Advait Diallo· Dec 28, 2024
Useful defaults in mise-tasks — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Ren Thompson· Dec 8, 2024
mise-tasks is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Jin Wang· Dec 8, 2024
Keeps context tight: mise-tasks is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Chaitanya Patil· Dec 4, 2024
Useful defaults in mise-tasks — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Alexander Reddy· Nov 27, 2024
Useful defaults in mise-tasks — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Jin Nasser· Nov 27, 2024
I recommend mise-tasks for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Piyush G· Nov 23, 2024
mise-tasks is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Amelia Bansal· Nov 19, 2024
mise-tasks reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★William Johnson· Nov 19, 2024
mise-tasks is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
showing 1-10 of 50