GeniePod

GeniePod/genie-claw

🦞 Low-latency, limited-context AI harness for private on-device homes.

6 good first / help-wanted issues · Rust · last activity Jul 2, 2026

51 stars 43 forks 51 watchers Rust GNU Affero General Public License v3.0
ai-agent ai-agent-at-home harness home-automation hosusehold-memory limited-context local-first openclaw privacy-first security-first smart-home
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6 Open Issues Need Help Last updated: Jul 2, 2026

Open Issues Need Help

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[bug] tools/dispatch: memory_forget and memory_store accept missing required args with soft success — complete M1 typed-tool enforcement 4 months ago
bug good first issue
GeniePod/genie-claw
51

🦞 Low-latency, limited-context AI harness for private on-device homes.

Rust
#ai-agent#ai-agent-at-home#harness#home-automation#hosusehold-memory#limited-context#local-first#openclaw#privacy-first#security-first#smart-home
BFCL strict accuracy is gated by entity-argument grounding, not tool selection 4 months ago
help wanted
GeniePod/genie-claw
51

🦞 Low-latency, limited-context AI harness for private on-device homes.

Rust
#ai-agent#ai-agent-at-home#harness#home-automation#hosusehold-memory#limited-context#local-first#openclaw#privacy-first#security-first#smart-home
channels: introduce a Channel trait + IncomingTurn/OutgoingResponse boundary 4 months ago
help wanted
GeniePod/genie-claw
51

🦞 Low-latency, limited-context AI harness for private on-device homes.

Rust
#ai-agent#ai-agent-at-home#harness#home-automation#hosusehold-memory#limited-context#local-first#openclaw#privacy-first#security-first#smart-home
provider: introduce a Provider trait; wrap the local model as the default 4 months ago
help wanted
GeniePod/genie-claw
51

🦞 Low-latency, limited-context AI harness for private on-device homes.

Rust
#ai-agent#ai-agent-at-home#harness#home-automation#hosusehold-memory#limited-context#local-first#openclaw#privacy-first#security-first#smart-home
[refactor] Split `tools/dispatch.rs` into per-tool modules behind a `ToolEntry` registry 4 months ago
enhancement good first issue
GeniePod/genie-claw
51

🦞 Low-latency, limited-context AI harness for private on-device homes.

Rust
#ai-agent#ai-agent-at-home#harness#home-automation#hosusehold-memory#limited-context#local-first#openclaw#privacy-first#security-first#smart-home
Evaluate Falcon-H1 (attention + Mamba-2 hybrid) @ 16k on BFCL vs Qwen3.5-4B @ 4096 — genuine long-context retry of #376 4 months ago
good first issue
GeniePod/genie-claw
51

🦞 Low-latency, limited-context AI harness for private on-device homes.

Rust
#ai-agent#ai-agent-at-home#harness#home-automation#hosusehold-memory#limited-context#local-first#openclaw#privacy-first#security-first#smart-home