Agent skill

Mobile Deep Review

by suntay44 in suntay44/web-to-mobile-magic-plugin

Senior-level deep review of an existing mobile app. An agent skill from suntay44/web-to-mobile-magic-plugin.

MITAuto-check passedDevelopment

Install Mobile Deep Review

skills CLI
$ npx skills add suntay44/web-to-mobile-magic-plugin --skill mobile-deep-review -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install suntay44/web-to-mobile-magic-plugin mobile-deep-review --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/suntay44/web-to-mobile-magic-plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mobile-deep-review .claude/skills/mobile-deep-review && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
mobile-deep-review
GitHub stars
107
Token cost
~692 tokens
SKILL.md length
314 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
MIT

At a glance

Senior-level deep review of an existing mobile app. An agent skill from suntay44/web-to-mobile-magic-plugin.

  • Tasks that involve Code quality
  • SKILL.md covers Token Rule and Steps
  • Calls node

What it does

Mobile Deep Review is an agent skill from suntay44/web-to-mobile-magic-plugin. Senior-level deep review of an existing mobile app. Reads up to 15 targeted files to analyze architecture, code quality, robustness, performance, and security. Produces a prioritized findings report with specific suggestions.

Its SKILL.md is about 690 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Code quality. The repository describes itself as: Website to React Native mobile app Plugin. Audit, Plan, QA scan, and deep review. Plan-first, approval-gated and Token Efficient. The licence is MIT.

When your agent uses it

  • Tasks that involve Code quality

Example prompts

  • “/mobile-deep-review”

What it can do on your machine

Read from SKILL.md and the folder at commit e6eb780. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • node

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Mobile Deep Review loads about 692 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 314 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~692

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from suntay44/web-to-mobile-magic-plugin at commit e6eb780, republished under its MIT licence (© suntay44). 314 words, ~692 tokens.

Download SKILL.mdSave it as .claude/skills/mobile-deep-review/SKILL.md (or your agent's skills folder).
name
mobile-deep-review
description
Senior-level deep review of an existing mobile app. Reads up to 15 targeted files to analyze architecture, code quality, robustness, performance, and security. Produces a prioritized findings report with specific suggestions.
license
MIT

Mobile Deep Review

Perform a senior-level analysis of a mobile app codebase.

Token Rule

Use the audit script JSON to identify which files to read. Read at most 15% of source files scanned, capped at 15 files. Do not scan the full codebase blindly.

Steps

1. Audit script

bash
node <mobile-app-audit-skill-dir>/scripts/mobile-app-audit.mjs <target-path>

Resolve <mobile-app-audit-skill-dir> from the installed sibling ../mobile-app-audit skill directory, not from the user's working directory. Use the JSON to identify: framework, partial/needs-review screens, nav structure, auth, state, storage, test coverage, build config, and completion risks. Inspect signals before alleging a defect; report scanCoverage limits.

2. Targeted file reads

Based on the JSON, prioritize reads in this order — stop at the file cap:

  • App entry point and navigation config.
  • All broken screens (highest priority).
  • 2–3 screens flagged as partial.
  • API client or data fetching layer.
  • Auth module and session handling.
  • State management store.
  • Any file with the highest incomplete marker count.

3. Analyze across six dimensions

Tag each finding with an ID ([F01], [F02], …) and severity — Critical / High / Medium / Low:

  • Architecture: folder structure, separation of concerns, component design.
  • Code Quality: naming, DRY violations, dead code, complexity.
  • Robustness: error handling, null safety, edge cases, loading/empty/error states.
  • Performance: FlatList vs ScrollView on large lists, inline style objects recreated on render, missing useCallback/useMemo, heavy work on the JS thread, unoptimized assets.
  • Security: hardcoded secrets, insecure AsyncStorage for tokens, exposed API keys, unsafe navigation params (object injection), deep link hijacking risk, debug flags left enabled.
  • What's Unfinished: incomplete screens, missing flows, deferred features, broken screens.

4. Write the Deep Review Report

Create docs/mobile-review/YYYY-MM-DD-deep-review.md with:

  • Summary: app name, framework, file cap used, files reviewed, date.
  • One section per dimension above with tagged findings.
  • Each finding: [FXX] ID, severity, file path and line, description, suggested fix.
  • Priority List: top 5 actions ranked by impact, referencing finding IDs.
  • Verdict: Production-Ready / Needs Refactor / Rewrite Recommended.

Return a brief summary to chat linking the report file.

© suntay44, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/mobile-deep-review of suntay44/web-to-mobile-magic-plugin.

Open the folder on GitHubat commit e6eb780

Compare with similar skills

Mobile Deep Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Mobile Deep Review compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mobile Deep Review this skillsuntay44/web-to-mobile-magic-plugin107—~692Automated safety check: PassMIT
WooCommerce Code Reviewwoocommerce/woocommerce11k3 repos~1.1kAutomated safety check: PassCustom licence
Ponytail Lazy Developer ModeDietrichGebert/ponytail160k1 repos~873Automated safety check: PassMIT
Systematic Code Refactoringluongnv89/claude-howto42k—~3kAutomated safety check: PassMIT
Install Anti-Slop Oxlint Rulesdmmulroy/anti-slop5.4k—~2.2kAutomated safety check: PassMIT
Constraint-Driven Developmentaddyosmani/agent-skills105k2 repos~5.2kAutomated safety check: PassMIT

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Categories

Questions about Mobile Deep Review

What does Mobile Deep Review do?

Senior-level deep review of an existing mobile app. An agent skill from suntay44/web-to-mobile-magic-plugin. Mobile Deep Review is an agent skill from suntay44/web-to-mobile-magic-plugin. Senior-level deep review of an existing mobile app.

When should I use Mobile Deep Review?

Mobile Deep Review fits situations like: tasks that involve Code quality.

How do I install Mobile Deep Review in Claude Code?

Run `npx skills add suntay44/web-to-mobile-magic-plugin --skill mobile-deep-review -a claude-code`. Or copy the skill folder (skills/mobile-deep-review in suntay44/web-to-mobile-magic-plugin) into .claude/skills/mobile-deep-review in your project. Claude Code loads it when a task matches its description.

How do I install Mobile Deep Review in Codex?

Run `npx skills add suntay44/web-to-mobile-magic-plugin --skill mobile-deep-review -a codex`. Or copy the skill folder (skills/mobile-deep-review in suntay44/web-to-mobile-magic-plugin) into .agents/skills/mobile-deep-review in your project. Codex loads it when a task matches its description.

Can I use Mobile Deep Review in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add suntay44/web-to-mobile-magic-plugin --skill mobile-deep-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mobile-deep-review, .gemini/skills/mobile-deep-review, .github/skills/mobile-deep-review and .opencode/skills/mobile-deep-review in your project.

What does Mobile Deep Review need to run?

Going by SKILL.md and its folder, Mobile Deep Review needs the command-line tools its instructions call (node).

Does Mobile Deep Review access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Mobile Deep Review safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Mobile Deep Review use?

Mobile Deep Review is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Mobile Deep Review use?

About 692 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Mobile Deep Review?

Skills that share tags, products or a category with Mobile Deep Review: WooCommerce Code Review (woocommerce/woocommerce, 11k stars), Ponytail Lazy Developer Mode (DietrichGebert/ponytail, 160k stars), Systematic Code Refactoring (luongnv89/claude-howto, 42k stars) and Install Anti-Slop Oxlint Rules (dmmulroy/anti-slop, 5.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mobile Deep Review?

suntay44 (a GitHub user) maintains it in suntay44/web-to-mobile-magic-plugin, which has 107 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on September 13, 2026.

Source: suntay44/web-to-mobile-magic-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.