mobile-deep-review

mobile-deep-review is a skill for Claude Code from suntay44/web-to-mobile-magic-plugin. It costs 46 tokens per session (612 once invoked), scanned A, original, MIT.

A targeted senior review of an existing mobile app's source code. It examines selected files for structure, reliability, speed, and security, then produces a prioritized findings report.

In plain words
What is it for?
Reviewing navigation, broken or incomplete screens, data fetching, login sessions, app state, storage, tests, and build settings.
Why use it?
It finds important problems without requiring every source file to be read, helping focus repair work on the highest risks.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the web-to-mobile plugin — 11 skills, 6 commands shipped together

Good fit Reviewing navigation, broken or incomplete screens, data fetching, login sessions, app state, storage, tests, and build settings.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/suntay44/web-to-mobile-magic-plugin/mobile-deep-review
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add suntay44/web-to-mobile-magic-plugin --skill mobile-deep-review
Clone the repo
git clone --depth 1 https://github.com/suntay44/web-to-mobile-magic-plugin

Made for: Claude Code.

Or install web-to-mobile, the plugin that ships this one along with the rest of its 11 skills, 6 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mobile-deep-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/suntay44/web-to-mobile-magic-plugin/mobile-deep-review/github.svg)](https://agentmods.dev/skills/suntay44/web-to-mobile-magic-plugin/mobile-deep-review)
Your own site
<a href="https://agentmods.dev/skills/suntay44/web-to-mobile-magic-plugin/mobile-deep-review"><img src="https://agentmods.dev/badge/skills/suntay44/web-to-mobile-magic-plugin/mobile-deep-review/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for mobile-deep-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/suntay44/web-to-mobile-magic-plugin/mobile-deep-review"><img src="https://agentmods.dev/badge/skills/suntay44/web-to-mobile-magic-plugin/mobile-deep-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 612 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00046 $0.00612
Opus 5 $0.00023 $0.00306
Sonnet 5 $0.00009 $0.00122
Haiku 4.5 $0.00005 $0.00061

Measured 10d ago against content hash 0ad6f5e28760, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

mobile-deep-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/mobile-deep-review/SKILL.md · 62 lines

How it starts

The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

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/broken screens, nav structure, auth, state, storage, test coverage, build config, and completion risks.

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.

Read the full file on GitHub · 62 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 62 lines · 46 tokens per session scan A 0ad6f5e28760

Subscribe to this mod's changes

mobile-deep-review is a skill published in the GitHub repository suntay44/web-to-mobile-magic-plugin (106 stars, last pushed 2d ago), licensed MIT. It adds 46 tokens to every session and 612 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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