LaunchKit · 2026
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researchvault-brain

Local research orchestration and state management.

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by @lraivisto

Setup & Installation

openclaw skills install @lraivisto/researchvault-brain

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install researchvault-brain

What This Skill Does

Vault is a local SQLite-backed system for managing long-running research projects. It tracks events with confidence scores, sources, and tags, and supports fetching, summarizing, and exporting findings.

Keeps all research state local with no external service dependencies, eliminating API costs and data privacy concerns.

When to use it

  • Tracking progress across a multi-day research project
  • Logging findings from multiple web sources into one place
  • Exporting a research summary to a markdown report
  • Monitoring confidence levels across gathered evidence
  • Starting a structured investigation with a defined objective

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: start a project to research competitors and summarize findings

AGENT
  1. 1Initialize a project with a unique ID and objective using vault.py init
  2. 2Fetch and log sources using the scuttle command with SSRF protection
  3. 3Check project status and event confidence with vault.py status
  4. 4Generate a summary of logged findings with vault.py summary
  5. 5Export the research to a markdown file using vault.py export
OUTPUT

A structured markdown report of research findings saved to the local filesystem