mobiai-brain

mobiai-brain is a skill for Claude Code from ArisGuimera/MobiAI-Core. It costs 81 tokens per session (1,818 once invoked), scanned A, original, MIT.

Project-specific memory for mobile app codebases, stored inside the project. It records decisions, fixes, workarounds, and other context for later coding sessions.

In plain words
What is it for?
Use it to recall why code works a certain way, understand an unfamiliar mobile project, record decisions, and check whether an old workaround is still needed.
Why use it?
It prevents developers from having to repeat past explanations or accidentally undo project-specific choices. It also gives architecture and integration suggestions the context they need.

Skill for Claude Code

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

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

Good fit Use it to recall why code works a certain way, understand an unfamiliar mobile project, record decisions, and check whether an old workaround is still needed.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/arisguimera/mobiai-core/mobiai-brain
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-brain
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-brain

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/arisguimera/mobiai-core/mobiai-brain"><img src="https://agentmods.dev/badge/skills/arisguimera/mobiai-core/mobiai-brain.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 81 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,818 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: 1 finding, 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 Rogue Agent · line 103
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 $0.00081 $0.01818
Opus 5 $0.00041 $0.00909
Sonnet 5 $0.00016 $0.00364
Haiku 4.5 $0.00008 $0.00182

Measured 12d ago against content hash b125f4d95fb6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

mobiai-brain 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-brain/SKILL.md · 148 lines

How it starts

The opening of the file, as written. The whole thing — 148 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MobiAI Brain

Per-project living memory for mobile projects. Lives at <repo>/.mobiai/brain/ — separate from MobiAI's global state in ~/.mobiai/. Each project has its own brain; nothing is shared between projects.

When to invoke this skill

  • User asks "what did we decide about X?" / "why is Y like that in this project?" / "is this workaround still needed?"
  • You are about to propose changes to architecture, dependency injection, networking, persistence, testing strategy, or third-party integrations.
  • User mentions an integration that often has project-specific quirks (Firebase, push, payments, auth).
  • User starts a fresh session in a mobile project and you need quick orientation.

If the project has no .mobiai/brain/ yet and the user wants project memory, suggest running mobiai brain init. Don't run it yourself unless asked.

Commands available today

mobiai brain init                  # Create .mobiai/brain/ in the project (idempotent)
mobiai brain scan                  # Detect stack: Android / iOS / KMP / Flutter / RN + libs
mobiai brain context               # Print Markdown context: config + scan + memories (filterable)

mobiai brain save decision         # Append an architecture decision
mobiai brain save bugfix           # Append a bugfix or workaround
mobiai brain save testing          # Append a reusable testing pattern

mobiai brain search <query>        # Free-text search over memories

mobiai brain mcp                   # Start an MCP server exposing the brain as tools

Prefer MCP tools when available

If your client (Claude Code, Cursor, Copilot CLI, Codex, Gemini CLI) has mobiai-brain registered as an MCP server, you'll see tools named mobile_context, mobile_search, mobile_scan, mobile_save_decision, mobile_save_bugfix, mobile_save_testing in your toolbox. Use those instead of shelling out to the CLI — they return structured output (JSON for search/scan, Markdown for context) that's easier to reason about and cite.

Read the full file on GitHub · 148 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 · 148 lines · 81 tokens per session scan A b125f4d95fb6

Subscribe to this mod's changes

mobiai-brain is a skill published in the GitHub repository ArisGuimera/MobiAI-Core (453 stars, last pushed 4d ago), licensed MIT. It adds 81 tokens to every session and 1,818 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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