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Skills/agent-frameworks/Mobilerun

Mobilerun

STRONG · 89
Community indexed

Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent 🤖

Downloads0
Stars8.5K
Version1.0.0
Quality100/100 · Excellent
Trust89/100 · Review then install
Audit93/100 · Safe to try

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add droidrun/mobilerun

Maintenance

active

1mo since push

Risk

Safe to try

No major risk signals from available metadata

GitHub quality

8.5K

100/100 quality · 92/100 trust

Coverage tags

CodingCoding agentsagent-frameworksagentsai-agents

Review notes

No major risk signals from available metadata

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Excellent
100

High-confidence pick with strong adoption and healthy maintenance signals.

Trust

Review then install
89

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

Audit

Safe to try
93

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Agent install candidate

Use as the primary candidate after human or sandbox review.

PythonAI AgentsCodexClaude CodeCursor

Stars

8.5K GitHub stars

Repo activity

8.5K stars, 907 forks

Maintenance

1mo since push

License

MIT

Install

npx skills add droidrun/mobilerun

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Low metadata risk

  • No major trust warnings detected from available metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Inspect source files

Suited agents

PythonAI AgentsCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add droidrun/mobilerun
Policy
allow
Human review
no

Trust and risk

Trust
89/100
Audit
93/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add droidrun/mobilerun
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • No major trust warnings detected from available metadata
  • Production credentials, payments, or irreversible account changes without explicit human review

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Agent safety v2

89/100 · Safe to install with normal review

Verifiedallow

Strong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add droidrun/mobilerun

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20Mobilerun%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Mobilerun%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/droidrun-mobilerun/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Mobilerun in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Mobilerun%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/droidrun-mobilerun/install
Install command: npx skills add droidrun/mobilerun
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/droidrun-mobilerun/install

LLM text format

/api/skills/droidrun-mobilerun/install?format=text

Find alternatives

/api/skills/search?q=Mobilerun&limit=3

Agent prompt

Use Mobilerun for this task. Review https://www.openagentskill.com/api/skills/droidrun-mobilerun/install, then install with: npx skills add droidrun/mobilerun

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/droidrun-mobilerun

LLM text

/api/registry/manifest/droidrun-mobilerun?format=text

Install alias

/api/registry/install/droidrun-mobilerun

Recommend

/api/registry/recommend?task=Use%20Mobilerun%20in%20an%20agent%20workflow&limit=3

Agent fit

100/100

Coding agents

Use-case tags

Coding agentsSports analyticsGitHub automation

Platforms

Python, AI Agents, Claude Code

Audit report

Safe to try · 93/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit reportView eval report

Agent decision cockpit

Primary pick for Coding agents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Coding agents

Trust label

Production-ready

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 8,541 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 100/100 quality profile
  • 16 OpenAgentSkill engagement events

Review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Review then install

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

89
Trust score

GitHub adoption

PASS

8.5K GitHub stars

Stars/forks activity

PASS

8.5K stars, 907 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

1mo since push

License clarity

PASS

MIT

Good signals

  • Manually verified listing
  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Large GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • OpenAgentSkill usage activity detected
  • Outcome loop is ready but needs first real agent run

Review before install

  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Use as the primary candidate after human or sandbox review.

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

100
GitHub stars
8.5K
Freshness
1mo ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Analyze matches

Sports analytics

I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Stack fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Alternative shortlist

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Overview

Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent 🤖

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

pythonFULL
ai-agentsFULL

Technical Details

Version
1.0.0
License
MIT
Last Updated
6/13/2026
Published
5/23/2026

Frameworks & Tools

PythonAI Agents

Decision snapshot

Primary pick

100
Ready
Adopt
Stage

8,541 GitHub stars

Audit snapshot

Install review

Install and adoption review

93
Safe to try
Security
90/100
Maintenance
88/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Mobilerun, ready for a manual X post.

Curator note
Most coding agents don't fail from lack of model power. They fail when repo context disappears.

Mobilerun gives coding agents a repeatable way to plan, patch, review, or ship.

8.5K stars

https://www.openagentskill.com/skills/droidrun-mobilerun?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for Mobilerun:
https://www.openagentskill.com/skills/droidrun-mobilerun?ref=x

Install: npx skills add droidrun/mobilerun
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
droidrun
Source
droidrun/mobilerun
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to droidrun but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/droidrun-mobilerun?metric=listed&label=Listed)](https://www.openagentskill.com/skills/droidrun-mobilerun)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/droidrun-mobilerun?metric=trust&label=Trust)](https://www.openagentskill.com/skills/droidrun-mobilerun)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/droidrun-mobilerun?metric=audit&label=Audit)](https://www.openagentskill.com/skills/droidrun-mobilerun/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/droidrun-mobilerun?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/droidrun-mobilerun)
Preview badge Open audit Creator Kit

Author

D

droidrun✓

@droidrun

Tags

agentsai-agentsandroidandroid-automationhacktoberfestmobile-automationpythongithub

Platform Fit

Claude Code

Health Signals

GitHub stars
8.5K
Quality score
69/100
Last GitHub push
Jun 11, 2026
Framework hints
2
OpenAgentSkill views
10
Install copies
0
Outbound clicks
1

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Review then install

89
  • GitHub adoption8.5K GitHub starsPASS
  • Stars/forks activity8.5K stars, 907 forks; issue activity unavailable in current metadataPASS
  • Recent maintenance1mo since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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