Orchestrate multi-step project workflows using mise [tasks] section with dependency management, argument handling, and file tracking.
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Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionmise-tasksExecute the skills CLI command in your project's root directory to begin installation:
Fetches mise-tasks from terrylica/cc-skills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate mise-tasks. Access via /mise-tasks in your agent's command palette.
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 environment. Always review source, verify the publisher, and test in isolation before production.
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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
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
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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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.
Explicit triggers:
mise tasks, mise run, [tasks] sectiondepends, depends_post.mise.tomlusage specAI Discovery trigger (prescriptive):
When
mise-configurationskill detects multi-step workflows (test suites, build pipelines, migrations), prescriptively invoke this skill to generate appropriate[tasks]definitions.
[tasks.build]
description = "Build the project"
run = "cargo build --release"
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
| 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 |
| 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 |
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.
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
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.
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-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.
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_.file, _.path, _.python.venv| 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 |
After this skill completes, check before closing:
Only update if the issue is real and reproducible — not speculative.
Make data-driven prioritization decisions faster
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
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ 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.
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
pproenca/dot-skills
mattpocock/skills
We added mise-tasks from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Useful defaults in mise-tasks — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
mise-tasks is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
Keeps context tight: mise-tasks is the kind of skill you can hand to a new teammate without a long onboarding doc.
Useful defaults in mise-tasks — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Useful defaults in mise-tasks — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
I recommend mise-tasks for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
mise-tasks is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
mise-tasks reduced setup friction for our internal harness; good balance of opinion and flexibility.
mise-tasks is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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