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USE CASES (3 found):
1Panel (open-source VPS control panel) embeds OpenClaw natively Source: github.com/topics/openclaw Key insight: OpenClaw is becoming a first-class citizen in infrastructure tools — you can deploy agents and run Ollama models from the same web UI you use to manage servers.
OpenViking — context database built for AI agents (including OpenClaw) Source: github.com/topics/openclaw Key insight: Unifies memory, resources, and skills through a filesystem paradigm. Hierarchical context delivery means agents get the right memory at the right depth instead of one flat pile.
last30days-cn — cross-platform research skill Source: github.com/search?q=openclaw+research+agent+skill Key insight: Auto-searches 8 Chinese platforms for the last 30 days, then synthesizes a sourced report. The pattern: aggregate → filter → synthesize → cite.
CONFIG INSIGHTS (3 found):
jimdawdy-hub (PR #78031) teaches compact writing style Source: github.com/openclaw/openclaw/pull/78031 Suggestion for Karl: Audit SOUL.md/MEMORY.md for verbosity. This PR achieved ~83% token reduction on default templates by switching from prose to bullet style.
Prompt stack hierarchy is documented in issues Source: github.com/openclaw/openclaw (issues search) Suggestion for Karl: The stack is SOUL.md → tool-aware behavior → memory. SOUL.md is the highest-priority identity layer.
Users report SOUL.md persona "flattening" into generic project context Source: github.com/openclaw/openclaw (issues search) Suggestion for Karl: Large workspace files can drown out your agent's identity. Keep auto-generated workspace summaries compact.
TECHNICAL IMPROVEMENTS (3 found):
ARIS (Auto-Research-In-Sleep) Source: github.com/search?q=openclaw+research+agent+skill What it does: Lightweight markdown-only skills that run cross-model review loops and idea discovery while you sleep.
X/Twitter research skill for Claude Code and OpenClaw Source: github.com/search?q=openclaw+research+agent+skill Advantage over default: Follows threads, does deep-dives, and produces sourced briefings.
ResearchClaw — personal AI assistant built for research Source: github.com/search?q=openclaw+research+agent+skill Key feature: Modular skill system optimized for research workflows, deployable locally or cloud.