mobiai-mobile-tdd

mobiai-mobile-tdd is a skill for Claude Code from ArisGuimera/MobiAI-Core. It costs 38 tokens per session (1,804 once invoked), scanned A, original, MIT.

A test-driven development guide for mobile software. Test-driven development, or TDD, means writing a test first, confirming that it fails, then writing the smallest code needed to pass it.

In plain words
What is it for?
Building mobile features, fixing bugs, refactoring code, and changing behaviour while following a failing-test, passing-test, and cleanup cycle.
Why use it?
It prevents production code from being written without a test that demonstrates the intended behaviour. The required test-first cycle also helps catch incorrect assumptions early.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Codex.

Part of the core plugin — 22 skills, 1 hook shipped together

Good fit Building mobile features, fixing bugs, refactoring code, and changing behaviour while following a failing-test, passing-test, and cleanup cycle.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/arisguimera/mobiai-core/mobiai-mobile-tdd
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 ArisGuimera/MobiAI-Core --skill mobiai-mobile-tdd
Clone the repo
git clone --depth 1 https://github.com/ArisGuimera/MobiAI-Core

Made for: Claude Code.

Or install core, the plugin that ships this one along with the rest of its 22 skills, 1 hook.

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 mobiai-mobile-tdd

README.md
[![agentmods](https://agentmods.dev/badge/skills/arisguimera/mobiai-core/mobiai-mobile-tdd/github.svg)](https://agentmods.dev/skills/arisguimera/mobiai-core/mobiai-mobile-tdd)
Your own site
<a href="https://agentmods.dev/skills/arisguimera/mobiai-core/mobiai-mobile-tdd"><img src="https://agentmods.dev/badge/skills/arisguimera/mobiai-core/mobiai-mobile-tdd/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 mobiai-mobile-tdd

Your own site · 80×15
<a href="https://agentmods.dev/skills/arisguimera/mobiai-core/mobiai-mobile-tdd"><img src="https://agentmods.dev/badge/skills/arisguimera/mobiai-core/mobiai-mobile-tdd.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,804 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 warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium MCP Rug Pull · line 118
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 151
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
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 $0.00038 $0.01804
Opus 5 $0.00019 $0.00902
Sonnet 5 $0.00008 $0.00361
Haiku 4.5 $0.00004 $0.00180

Measured 12d ago against content hash d03ce59d384e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

mobiai-mobile-tdd 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 12d 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/core/skills/mobiai-mobile-tdd/SKILL.md · 255 lines

How it starts

The opening of the file, as written. The whole thing — 255 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Mobile Test-Driven Development (TDD)

Overview

Write the test first. Watch it fail. Write minimal code to pass.

Core principle: If you didn't watch the test fail, you don't know if it tests the right thing.

Violating the letter of the rules is violating the spirit of the rules.

When to Use

Always:

  • New features
  • Bug fixes
  • Refactoring
  • Behavior changes

Thinking "skip TDD just this once"? Stop. That's rationalization.

The Iron Law

NO PRODUCTION CODE WITHOUT A FAILING TEST FIRST

Write code before the test? Delete it. Start over.

No exceptions:

  • Don't keep it as "reference"
  • Don't "adapt" it while writing tests
  • Delete means delete

Red-Green-Refactor

digraph tdd_cycle {
    rankdir=LR;
    red [label="RED\nWrite failing test", shape=box, style=filled, fillcolor="#ffcccc"];
    verify_red [label="Verify fails\ncorrectly", shape=diamond];
    green [label="GREEN\nMinimal code", shape=box, style=filled, fillcolor="#ccffcc"];
    verify_green [label="Verify passes\nAll green", shape=diamond];
    refactor [label="REFACTOR\nClean up", shape=box, style=filled, fillcolor="#ccccff"];
    next [label="Next", shape=ellipse];

    red -> verify_red;
    verify_red -> green [label="yes"];
    verify_red -> red [label="wrong\nfailure"];
    green -> verify_green;
    verify_green -> refactor [label="yes"];
    verify_green -> green [label="no"];
    refactor -> verify_green [label="stay\ngreen"];
    verify_green -> next;
    next -> red;
}

RED - Write Failing Test

Write one minimal test showing what should happen.

Android (Kotlin):

@Test
fun `should emit error state when API returns failure`() {
    coEvery { repository.fetchData() } returns Result.failure(IOException())
    viewModel.loadData()
    assertEquals(UiState.Error("Failed to load"), viewModel.state.value)
}

Run: ./gradlew testDebugUnitTest --tests "com.example.MyViewModelTest"

Read the full file on GitHub · 255 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. 12d ago First seen · 255 lines · 38 tokens per session scan A d03ce59d384e

Subscribe to this mod's changes

mobiai-mobile-tdd is a skill published in the GitHub repository ArisGuimera/MobiAI-Core (453 stars, last pushed 4d ago), licensed MIT. It adds 38 tokens to every session and 1,804 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.