Comparison

Code Light vs SkillForge

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Code Light

Features
Read full description

Code Light 是您 AI 编程会话的原生 iPhone 伴侣应用。把它与 Mac 上的 MioIsland 配对,就能在任何地方阅读、回复、编排您的 AI 编程会话 — 完全不用碰键盘。 为什么选 Code Light 专为 Mac 端 AI 编程工作流从零设计,死磕 iOS 原生体验。每个功能都"正确性和手感"优先于"跨平台覆盖"。 — 实时会话同步。每条消息、每次工具调用、每个思考块都即时推到手机。 — 真正的灵动岛。一个全局 Live Activity 反映 AI 助手此刻在干什么,阶段切换通过 APNs 更新,不会让灵动岛抖动。 — 精准终端定位。您的消息会精确落到您选中的那个 AI 终端,绝不会误发到旁边的窗口。Code Light 通过 ps 找到目标进程,读取环境变量精确路由。 — 任何斜杠命令都能发。/model、/cost、/usage、/clear、/compact — 任何 AI 命令都能从手机发送,Mac 捕获终端输出并以合成消息回传。 — 一台 iPhone,多台 Mac。一部手机可以配对多台 Mac,跨任意多个后端服务器。每台 Mac 有永久 6 位配对码,永不轮转。会话严格隔离。 — 远程新建会话。点击 +,选一个启动预设,选一个项目路径,Mac 上立刻弹出新的工作区跑那条命令。 — 图片附件。用相机拍照或从相册选择,自动粘贴到 Mac 端。 — 精细化通知。每台设备可单独切换完成、审批、错误事件的推送。 — 隐私优先。端到端加密,服务器是零知识中继,只转发加密消息无法读取内容。企业/开发者可选自托管 CodeLight Server,用于数据合规与基础设施隔离。 系统要求 - 装有 MioIsland 的 Mac(AI 编程助手桥接工具) - CodeLight Server(自托管或公共) - iOS 17 或更高 - Mac 上已安装支持的 AI 编程命令行助手 隐私 Code Light 不收集任何个人数据。无统计分析、无跟踪、无第三方 SDK。认证密钥保存在设备钥匙串中。详见应用内"隐私政策"。

About

SkillForge

Discover and manage open-source AI agent skills for coding assistants. Browse by profession or category, with powerful search and filtering. View skill details, author information, and trust metrics before use. Works offline and prioritizes user privacy.

Highlights
  • Discover open-source AI agent skills
  • Browse by profession and category
  • Powerful keyword search and ranking
  • Filter skills by development stage
  • View author, stars, and license
  • Download SKILL.md files
  • Connect GitHub account for real-time catalog
Features
Read full description

SkillForge is a native, privacy-first app for discovering and managing open-source Agent Skills — reusable SKILL.md building blocks for AI coding agents. Updated for iOS 27.0 and macOS 27.0. Works with Claude Code, Codex, Cursor, Copilot and Gemini CLI. BROWSE BY PROFESSION • Jump straight to skills for frontend, backend, mobile, data, design, product, marketing, writing, security, legal, finance, office work and more. • Or browse by category: documents, development, creative, enterprise and productivity. POWERFUL SEARCH & RANKING • Keyword search with smart ranking by relevance and repository popularity — useful skills from trusted sources surface first. • When your local catalog has no match, results are augmented live from GitHub. FIND THE RIGHT SKILL, AND TRUST IT • Filter by development stage — Define, Plan, Build, Verify, Review, Ship — so you find skills by where you are in the work, not just what they're about. • Skill pages surface the author's own Red Flags and Verification checklists up front, quoted exactly as written, so you can judge a skill before you run it. • Maturity badges appear only when the source repository declares one. We never invent a rating. COMPLETE SKILL DETAILS • Read the author, source repository, stars, license, last-updated date and the full SKILL.md right inside the app — no need to leave. • Download the SKILL.md file with one tap, or open the original repo on GitHub. CONNECT YOUR OWN GITHUB ACCOUNT • Sign in via device authorization or paste a personal access token to fetch the freshest, fullest skill catalog in real time using your own higher rate limit. WORKS OFFLINE • The catalog and the skills you open are cached on-device, so SkillForge keeps working when GitHub is slow or unreachable. AI USAGE AT A GLANCE • Track your AI coding assistant plan and usage; sync it through your private iCloud to view remaining and total quota on iPhone, iPad and Apple Watch. CUSTOM SOURCES • Add any public SKILL.md by pasting its raw URL — it's fetched and classified on-device. PRIVACY-FIRST, NO SERVER OF OUR OWN • The app runs no backend and doesn't track you. Public data comes from GitHub; favorites, searches and tokens stay on your device or in your private iCloud / Keychain. English / 日本語 / 한국어 / 简体中文 / 繁體中文 · Light & Dark · Dynamic Type & VoiceOver supported.

Screenshots

Code Light4 screens
SkillForge4 screens

Verdict

The call

The clearest difference is update cadence: SkillForge at weekly against Code Light's every 3 weeks. SkillForge also leads on device support (4 vs 1). On price, ads, in-app purchases and iOS requirement there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Code Light sells 1 one-off in-app purchase and SkillForge sells 1 one-off in-app purchase. Whichever you choose, the download price is not the number that matters.

UpkeepUpdate frequency

Code Light ships an update every 3 weeks, SkillForge weekly. The most recent releases landed on October 25, 2026 and October 26, 2026 respectively.

Scorecard2 real differences · 6 level
Code Light versus SkillForge: the parameters behind the verdict, then further details
ParameterCode LightSkillForge
PriceFreeFree
Positive reviews—100.0% of reviews
Update frequencyEvery 3 weeksWeekly — better
AdsNoNo
In-app purchasesYesYes
Monetization—Free
DevicesiPhoneiPhone, iPad, Mac, Apple Watch — better
Requires iOS17.0 — better18.0
Further details — not scored
Size2 MB8 MB
Age rating4+4+
DeveloperWuxi Wudao Matrix Information Technology Co., Ltd献慧 陈

In-app purchases

1 purchases

Code Light

One-time1
  • Lifetime Access$14.99
1 purchases

SkillForge

One-time1
  • SkillForge Pro$1.99

Questions

Is Code Light free?
Code Light is free to download, with in-app purchases available.
Is SkillForge free?
SkillForge is free to download, with in-app purchases available.
Do Code Light or SkillForge have ads?
Neither Code Light nor SkillForge shows ads.
Which is updated more often, Code Light or SkillForge?
Code Light ships an update every 3 weeks, and SkillForge weekly. Most recently, Code Light was updated on October 25, 2026 and SkillForge on October 26, 2026.

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