axiom-sqlitedata

charleswiltgen/axiom · updated Apr 8, 2026

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$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-sqlitedata
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summary

Type-safe SQLite persistence using SQLiteData (pointfreeco/sqlite-data) by Point-Free. A fast, lightweight replacement for SwiftData with CloudKit synchronization support, built on GRDB (groue/GRDB.swift) and StructuredQueries (pointfreeco/swift-structured-queries).

skill.md

SQLiteData

Overview

Type-safe SQLite persistence using SQLiteData (pointfreeco/sqlite-data) by Point-Free. A fast, lightweight replacement for SwiftData with CloudKit synchronization support, built on GRDB (groue/GRDB.swift) and StructuredQueries (pointfreeco/swift-structured-queries).

Core principle: Value types (struct) + @Table macro + database.write { } blocks for all mutations.

For advanced patterns (CTEs, views, custom aggregates, schema composition), see the axiom-sqlitedata-ref reference skill.

Requires: iOS 17+, Swift 6 strict concurrency License: MIT

When to Use SQLiteData

Choose SQLiteData when you need:

  • Type-safe SQLite with compiler-checked queries
  • CloudKit sync with record sharing
  • Large datasets (50k+ records) with near-raw-SQLite performance
  • Value types (structs) instead of classes
  • Swift 6 strict concurrency support

Use SwiftData instead when:

  • Simple CRUD with native Apple integration
  • Prefer @Model classes over structs
  • Don't need CloudKit record sharing

Use raw GRDB when:

  • Complex SQL joins across 4+ tables
  • Custom migration logic beyond schema changes
  • Performance-critical operations needing manual SQL

Quick Reference

// MODEL
@Table nonisolated struct Item: Identifiable {
    let id: UUID                    // First let = auto primary key
    var title = ""                  // Default = non-nullable
    var notes: String?              // Optional = nullable
    @Column(as: Color.Hex.self)
    var color: Color = .blue        // Custom representation
    @Ephemeral var isSelected = false  // Not persisted
}

// SETUP
prepareDependencies { $0.defaultDatabase = try! appDatabase() }
@Dependency(\.defaultDatabase) var database

// FETCH
@FetchAll var items: [Item]
@FetchAll(Item.order(by: \.title).where(\.isInStock)) var items
@FetchOne(Item.count()) var count = 0

// FETCH (static helpers - v1.4.0+)
try Item.fetchAll(db)              // vs Item.all.fetchAll(db)
try Item.find(db, key: id)         // returns non-optional Item

// INSERT
try database.write { db in
    try Item.insert { Item.Draft(title: "New") }.execute(db)
}

// UPDATE (single)
try database.write { db in
    try Item.find(id).update { $0.title = #bind("Updated") }.execute(db)
}

// UPDATE (bulk)
try database.write { db in
    try Item.where(\.isInStock).update { $0.notes = #bind("") }.execute(db)
}

// DELETE
try database.write { db in
    try Item.find(id).delete().execute(db)
    try Item.where { $0.id.in(ids) }.delete().execute(db)  // bulk
}

// QUERY
Item.where(\.isActive)                     // Keypath (simple)
Item.where { $0.title.contains("phone") }  // Closure (complex)
Item.where { $0.status.eq(#bind(.done)) }  // Enum comparison
Item.order(by: \.title)                    // Sort
Item.order { $0.createdAt.desc() }         // Sort descending
Item.limit(10).offset(20)                  // Pagination

// RAW SQL (#sql macro)
#sql("SELECT * FROM items WHERE price > 100")  // Type-safe raw SQL
#sql("coalesce(date(\(dueDate)) = date(\(now)), 0)")  // Custom expressions

// CLOUDKIT (v1.2-1.4+)
prepareDependencies {
    $0.defaultSyncEngine = try SyncEngine(
        for: $0.defaultDatabase,
        tables: Item.self
    )
}
@Dependency(\.defaultSyncEngine) var syncEngine

// Manual sync control (v1.3.0+)
try await syncEngine.fetchChanges()  // Pull from CloudKit
try await syncEngine.sendChanges()   // Push to CloudKit
try await syncEngine.syncChanges()   // Bidirectional

// Sync state observation (v1.2.0+)
syncEngine.isSendingChanges    // true during upload
syncEngine.isFetchingChanges   // true during download
syncEngine.isSynchronizing     // either sending or fetching

Anti-Patterns (Common Mistakes)

❌ Using == in predicates

// WRONG — removed in StructuredQueries 0.31+ (compiler error)
.where { $0.status == .completed }

// CORRECT — use comparison methods
.where { $0.status.eq(#bind(.completed)) }

❌ Missing #bind in update assignments (StructuredQueries 0.31+)

// WRONG — compiler error in StructuredQueries 0.31+
Item.find(id).update { $0.title = "New" }.execute(db)

// CORRECT — wrap literal values with #bind
Item.find(id).update 
how to use axiom-sqlitedata

How to use axiom-sqlitedata 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 axiom-sqlitedata
2

Execute installation command

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

$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-sqlitedata

The skills CLI fetches axiom-sqlitedata from GitHub repository charleswiltgen/axiom 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/axiom-sqlitedata

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

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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

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general reviews

Ratings

4.649 reviews
  • Soo Taylor· Dec 28, 2024

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

  • Zara Chawla· Dec 12, 2024

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

  • Tariq Thomas· Nov 19, 2024

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

  • Isabella Ramirez· Nov 15, 2024

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

  • Luis Jain· Nov 3, 2024

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

  • Kabir Agarwal· Oct 22, 2024

    axiom-sqlitedata fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Ren Jain· Oct 10, 2024

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

  • Chinedu Jain· Oct 6, 2024

    axiom-sqlitedata is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Isabella Gonzalez· Sep 25, 2024

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

  • Sakura Kim· Sep 25, 2024

    axiom-sqlitedata fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

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