m12-lifecycle

actionbook/rust-skills · updated Apr 8, 2026

MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.

$npx skills add https://github.com/actionbook/rust-skills --skill m12-lifecycle
0 commentsdiscussion
summary

Layer 2: Design Choices

skill.md

Resource Lifecycle

Layer 2: Design Choices

Core Question

When should this resource be created, used, and cleaned up?

Before implementing lifecycle:

  • What's the resource's scope?
  • Who owns the cleanup responsibility?
  • What happens on error?

Lifecycle Pattern → Implementation

Pattern When Implementation
RAII Auto cleanup Drop trait
Lazy init Deferred creation OnceLock, LazyLock
Pool Reuse expensive resources r2d2, deadpool
Guard Scoped access MutexGuard pattern
Scope Transaction boundary Custom struct + Drop

Thinking Prompt

Before designing lifecycle:

  1. What's the resource cost?

    • Cheap → create per use
    • Expensive → pool or cache
    • Global → lazy singleton
  2. What's the scope?

    • Function-local → stack allocation
    • Request-scoped → passed or extracted
    • Application-wide → static or Arc
  3. What about errors?

    • Cleanup must happen → Drop
    • Cleanup is optional → explicit close
    • Cleanup can fail → Result from close

Trace Up ↑

To domain constraints (Layer 3):

"How should I manage database connections?"
    ↑ Ask: What's the connection cost?
    ↑ Check: domain-* (latency requirements)
    ↑ Check: Infrastructure (connection limits)
Question Trace To Ask
Connection pooling domain-* What's acceptable latency?
Resource limits domain-* What are infra constraints?
Transaction scope domain-* What must be atomic?

Trace Down ↓

To implementation (Layer 1):

"Need automatic cleanup"
    ↓ m02-resource: Implement Drop
    ↓ m01-ownership: Clear owner for cleanup

"Need lazy initialization"
    ↓ m03-mutability: OnceLock for thread-safe
    ↓ m07-concurrency: LazyLock for sync

"Need connection pool"
    ↓ m07-concurrency: Thread-safe pool
    ↓ m02-resource: Arc for sharing

Quick Reference

Pattern Type Use Case
RAII Drop trait Auto cleanup on scope exit
Lazy Init OnceLock, LazyLock Deferred initialization
Pool r2d2, deadpool Connection reuse
Guard MutexGuard Scoped lock release
Scope Custom struct Transaction boundaries

Lifecycle Events

Event Rust Mechanism
Creation new(), Default
Lazy Init OnceLock::get_or_init
Usage &self, &mut self
Cleanup Drop::drop()

Pattern Templates

RAII Guard

struct FileGuard {
    path: PathBuf,
    _handle: File,
}

impl Drop for FileGuard {
    fn drop(&mut self) {
        // Cleanup: remove temp file
        let _ = std::fs::remove_file(&self.path);
    }
}

Lazy Singleton

use std::sync::OnceLock;

static CONFIG: OnceLock<Config> = OnceLock::new();

fn get_config() -> &'static Config {
    CONFIG.get_or_init(|| {
        Config::load().expect("config required")
    })
}

Common Errors

Error Cause Fix
Resource leak Forgot Drop Implement Drop or RAII wrapper
Double free Manual memory Let Rust handle
Use after drop Dangling reference Check lifetimes
E0509 move out of Drop Moving owned field Option::take()
Pool exhaustion Not returned Ensure Drop returns

Anti-Patterns

Anti-Pattern Why Bad Better
Manual cleanup Easy to forget RAII/Drop
lazy_static! External dep std::sync::OnceLock
Global mutable state Thread unsafety OnceLock or proper sync
Forget to close Resource leak Drop impl

Related Skills

When See
Smart pointers m02-resource
Thread-safe init m07-concurrency
Domain scopes m09-domain
Error in cleanup m06-error-handling
how to use m12-lifecycle

How to use m12-lifecycle on Cursor

AI-first code editor with Composer

1

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 m12-lifecycle
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/actionbook/rust-skills --skill m12-lifecycle

The skills CLI fetches m12-lifecycle from GitHub repository actionbook/rust-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/m12-lifecycle

Reload or restart Cursor to activate m12-lifecycle. Access the skill through slash commands (e.g., /m12-lifecycle) 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

GET_STARTED →

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. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 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

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.863 reviews
  • Dhruvi Jain· Dec 28, 2024

    Solid pick for teams standardizing on skills: m12-lifecycle is focused, and the summary matches what you get after install.

  • Hiroshi Sanchez· Dec 28, 2024

    Useful defaults in m12-lifecycle — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Aarav Rao· Dec 16, 2024

    Registry listing for m12-lifecycle matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Naina Brown· Dec 16, 2024

    m12-lifecycle has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Pratham Ware· Dec 8, 2024

    Keeps context tight: m12-lifecycle is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Naina Martin· Dec 4, 2024

    I recommend m12-lifecycle for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Aarav Smith· Nov 23, 2024

    m12-lifecycle reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Oshnikdeep· Nov 19, 2024

    We added m12-lifecycle from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Hiroshi Wang· Nov 19, 2024

    Registry listing for m12-lifecycle matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Aisha Sethi· Nov 7, 2024

    Useful defaults in m12-lifecycle — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

showing 1-10 of 63

1 / 7