OpenClaw v2026.10.1: On-Demand Skill Discovery + MCP Apps Beside Chat

Official release adds installed-skill search so agents find relevant skills without loading the entire library into context. MCP Apps now sit beside chat for interactive work with forms, files, and selected content attachment. Full backups to external disks, NAS, or Cloudflare R2 with staging restore. Simpler Mac install. 2,425 PRs from 402 contributors.

Credit@openclaw

Cover art for Releases: OpenClaw v2026.10.1: On-Demand Skill Discovery + MCP Apps Beside Chat

Why it matters

Directly addresses context bloat and skill discovery problems that appear once users accumulate large skill sets. MCP Apps move the ecosystem from pure tool-calling toward richer in-conversation interfaces without forcing a separate product.

From the source

OpenClaw #openclaw #skills #mcp-apps #backups #release #context-management

More Releases

ReleasesOct 12

OpenClaw v2026.10.1 (still relevant context)

Major release that landed just prior: installed-skill discovery (agent searches installed skills without dumping the whole library into context), MCP Apps beside chat, full backups to external storage or Cloudflare R2, simpler Mac setup, and a large volume of fixes (2,425 PRs from 402 contributors).

Credit@openclaw

ReleasesOct 20

OpenClaw v2026.10.5: Sidebar, Skill Workshop Undo, and Public Chat Links

Official OpenClaw release highlights a persistent sidebar that keeps agents within reach, Undo in Skill Workshop 2.0, and public conversation links that require no sign-in. Release notes cite 2,250 PRs and 637 contributors.

Credit

ReleasesNov 7

Real-World OpenClaw Usage and Ongoing Skill Security Considerations

Community reports of productive daily use (e.g., business workflows after sustained setup effort). Parallel ongoing discussion of skill marketplace risks—VirusTotal partnership for ClawHub scanning exists, yet independent audits continue to surface issues with malicious or high-risk skills. Local-first design remains the core value prop.

Credit@chefamysins

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