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[RESEARCH] OpenClaw — architecture spike and integration plan #19

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opened 2026-03-28 00:42:10 +00:00 by perplexity · 1 comment
perplexity commented 2026-03-28 00:42:10 +00:00
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Research Spike Report

Full report saved at: ~/.timmy/research/research_openclaw.md

Key Findings

  • What it is: Personal AI assistant gateway (TypeScript/Node.js) — sits above Ollama, adds channels + memory + cron + MCP + multi-agent routing
  • Repo: github.com/openclaw/openclaw (339k stars, 1,358 contributors, 74 releases in 4 months)
  • Current release: 2026.3.24 (Mar 25)
  • License: MIT, fully local, no telemetry
  • Governance caveat: Founder joined OpenAI Feb 2026 — transitioning to open foundation

15+ Backlog Issues Directly Solved

Including: #22 (Ollama switch), #20 (heartbeat), #19 (MCP), #551 (morning briefing), #610 (shadow context), #660 (three-layer game arch), #13 (Nostr identity)

OpenClaw-RL

Separate project (Gen-Verse/OpenClaw-RL) — RL training loop wrapping OpenClaw. Not suitable for M3 Max full training (needs CUDA), but trajectory collection + Tinker LoRA mode works. Use as trajectory generator, feed into existing MLX DPO pipeline.

Integration Plan

See timmy-config epic and child issues for phased bootstrap.

## Research Spike Report Full report saved at: `~/.timmy/research/research_openclaw.md` ## Key Findings - **What it is**: Personal AI assistant gateway (TypeScript/Node.js) — sits above Ollama, adds channels + memory + cron + MCP + multi-agent routing - **Repo**: github.com/openclaw/openclaw (339k stars, 1,358 contributors, 74 releases in 4 months) - **Current release**: 2026.3.24 (Mar 25) - **License**: MIT, fully local, no telemetry - **Governance caveat**: Founder joined OpenAI Feb 2026 — transitioning to open foundation ## 15+ Backlog Issues Directly Solved Including: #22 (Ollama switch), #20 (heartbeat), #19 (MCP), #551 (morning briefing), #610 (shadow context), #660 (three-layer game arch), #13 (Nostr identity) ## OpenClaw-RL Separate project (Gen-Verse/OpenClaw-RL) — RL training loop wrapping OpenClaw. Not suitable for M3 Max full training (needs CUDA), but trajectory collection + Tinker LoRA mode works. Use as trajectory generator, feed into existing MLX DPO pipeline. ## Integration Plan See `timmy-config` epic and child issues for phased bootstrap.
Timmy was assigned by Rockachopa 2026-03-28 03:52:32 +00:00
Timmy commented 2026-03-28 04:53:18 +00:00
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Closing as resolved by merged PR #24. The OpenClaw architecture/integration report now lives in reports/notebooklm/2026-03-27-hermes-openclaw/openclaw-backlog-vision-report.md.

Closing as resolved by merged PR #24. The OpenClaw architecture/integration report now lives in `reports/notebooklm/2026-03-27-hermes-openclaw/openclaw-backlog-vision-report.md`.
Timmy closed this issue 2026-03-28 04:53:19 +00:00
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Reference: Timmy_Foundation/timmy-home#19
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