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mobiai-graph

mobiai-graph is a skill for Claude Code from ArisGuimera/MobiAI-Core. It costs 88 tokens per session (2,212 once invoked), scanned A, original, MIT.

A semantic code map for mobile applications that shows how parts of a codebase relate to one another. It can find where a symbol is used, what calls it, what it calls, and which tests or screens may be affected.

In plain words
What is it for?
Use it to explore mobile architecture, inspect callers and callees, find dependencies, estimate change impact, and identify affected tests, screens, view models, or repositories.
Why use it?
It reveals the likely impact of a change more clearly than searching for matching text alone. This helps developers understand dependencies before making changes across several files.

Skill for Claude Code

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

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

not rated 453repo +2 3d ago A scan SkillSpector: pass 88 tokens original MIT

Good fit Use it to explore mobile architecture, inspect callers and callees, find dependencies, estimate change impact, and identify affected tests, screens, view models, or repositories.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/arisguimera/mobiai-core/mobiai-graph
View source ↗ ArisGuimera/MobiAI-Core
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-graph
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-graph

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/arisguimera/mobiai-core/mobiai-graph"><img src="https://agentmods.dev/badge/skills/arisguimera/mobiai-core/mobiai-graph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 88 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,212 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 $0.00088 $0.02212
Opus 5 $0.00044 $0.01106
Sonnet 5 $0.00018 $0.00442
Haiku 4.5 $0.00009 $0.00221

Measured 11d ago against content hash 6ca3108349ef, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

mobiai-graph 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 11d 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-graph/SKILL.md · 152 lines

How it starts

The opening of the file, as written. The whole thing — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MobiAI Graph

CodeGraph entiende código. MobiAI Graph entiende apps mobile. Índice semántico per-project del codebase mobile, vive en <repo>/.mobiai/graph/index.json — regenerable, complementario a Brain (Brain = memoria humana del proyecto, Graph = estructura computada del código).

When to invoke this skill

  • User asks "where is X used", "impacto de cambiar X", "dónde se usa", "qué llama a Y", "callers/callees".
  • User pide el call graph o quiere explorar la arquitectura del proyecto.
  • User pregunta qué tests están afectados por un cambio.
  • Antes de cambios cross-file no triviales: para acotar el blast radius antes de tocar código.
  • Cuando un fix exige saber qué pantallas / ViewModels / repositorios dependen de un símbolo concreto.

Skip cuando el archivo / símbolo ya está identificado, cuando el fix es one-liner, o cuando el output esperado es más grande que lo que devuelve una sola llamada al CLI — en ese caso delegar a un sub-agente Explore.

Pre-flight

Verificá una única vez al inicio de la conversación (o al invocar esta skill por primera vez), no antes de cada subcomando:

  1. Verificá que existe <repo>/.mobiai/graph/index.json.
  2. Si no existe: avisá una sola vez al usuario:

    "No encuentro <repo>/.mobiai/graph/index.json. Podés crearlo con: mobiai graph init" No corras init por tu cuenta. Esperá confirmación explícita.

  3. Si existe pero tiene más de 24h: mencionalo casualmente y ofrecé re-correr mobiai graph init antes de confiar en los resultados. Sólo re-indexá si el usuario lo pide.

mobiai graph status muestra la antigüedad del índice y el conteo de símbolos — sirve como check rápido.

Commands available today

mobiai graph init                  # Indexa el proyecto (Kotlin + Swift en V1)
mobiai graph status                # Stats del índice y antigüedad
mobiai graph search <term>         # Lookup de símbolos
mobiai graph callers <symbol>      # Referencias textuales
mobiai graph context <task...>     # Archivos relevantes para una tarea

Read the full file on GitHub · 152 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. 11d ago First seen · 152 lines · 88 tokens per session scan A 6ca3108349ef

Subscribe to this mod's changes

mobiai-graph is a skill published in the GitHub repository ArisGuimera/MobiAI-Core (453 stars, last pushed 3d ago), licensed MIT. It adds 88 tokens to every session and 2,212 once invoked, about $0.0004 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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