LaunchKit · 2026
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lraivisto-researchvault

High-velocity research orchestration engine.

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by @lraivisto

Setup & Installation

openclaw skills install @lraivisto/lraivisto-researchvault

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

npx clawhub install lraivisto-researchvault

What This Skill Does

ResearchVault manages persistent research state for AI agents using a local SQLite store. It tracks artifacts, findings, and links across sessions and supports parallel hypothesis branches with automated synthesis. A watchdog mode monitors URLs and queries continuously in the background.

Provides durable, queryable state between agent runs so research context is not lost when a session ends.

When to use it

  • Tracking findings across multi-session research projects
  • Running parallel hypothesis branches on a research topic
  • Monitoring a subreddit for new relevant content over time
  • Coordinating research state across multiple agents via MCP
  • Flagging low-confidence findings for automated re-verification

Example Workflow

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

INPUT

User asks: Research rising underground metal bands in Finland

AGENT
  1. 1Initialize a new vault project with an objective
  2. 2Ingest sources by scraping target URLs into the vault
  3. 3Run synthesis to discover links between related findings
  4. 4Plan verification missions for low-confidence data points
  5. 5Review structured findings with linked artifacts
OUTPUT

A persistent vault containing verified findings, linked artifacts, and synthesis results organized under the project