OPPO-Mente-Lab / X-OmniClaw
An edge-native Multimodal Android Agent that integrates multimodal perception, memory and action
Why this job: matched by what the repo talks about: memory, agent, native, multimodal
What it does
- On-device executable agent loop. multi-turn tasks use budgeting and loop detection; failures converge and execution continues.
- Observable runs and cost. stream steps, thoughts, tool calls, and results; accumulate LLM usage for UI display.
- Unified device tools. one surface for UI understanding, tap/type, launch app, screenshots, clipboard—with stability and mis-click guards.
- Vision fallback & dual-track decisions. prefer structured understanding; fall back to vision on messy pages.
- Speech-to-action. ASR plus screen understanding; align “the frame when push-to-talk fired” with decision input.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 5 months ago
- Stars
- 267
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- 1 releases
- None marked latest
- Built with
- Kotlin
- 95% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 40% closed
- 6 still open
- Pull requests
- 0 merged
- 2 waiting
- Releases
- 1
- 1 in the last year
- No contributing guide
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Kotlin 95%
- Python 3%
- Java 2%
- Shell <1%
Topics
- agent
- llm
- openclaw-agent
Project record
- JobAgent memory
- StatusListed
- Commits6
- Forks42
- Watching1
- Stars in 28 days+3
- CreatedApr 15, 2026
- First seen by usNov 7, 2026
- CheckedNov 8, 2026