2233admin

Vault Autoresearch — Development skill for Claude Code

Development community

3-round autonomous research loop with intermediate notes and synthesis.

How to install Vault Autoresearch

Installs to ~/.claude/skills/2233admin-obsidian-llm-wiki-vault-autoresearch/SKILL.md

Terminal

mkdir -p ~/.claude/skills/2233admin-obsidian-llm-wiki-vault-autoresearch && curl -fsSL https://raw.githubusercontent.com/2233admin/obsidian-llm-wiki/HEAD/commands/vault-autoresearch.md -o ~/.claude/skills/2233admin-obsidian-llm-wiki-vault-autoresearch/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Vault Autoresearch does

name: vault-autoresearch description: 3-round autonomous research loop with intermediate notes and synthesis

Run a 3-round autonomous research loop on a topic, saving intermediate notes each round and a final synthesis.

Usage: /vault-autoresearch [topic]

Steps:

First check vault via vault.search for existing knowledge on this topic
Round 1 -- Survey: Use WebSearch with broad queries to map the topic landscape. Identify major facets, key players, recent developments. Writ

Alternatives in Development

Ralph Loop — Autonomous coding loop — works through tasks, commits, repeats 14k ★
Om Weekly — Weekly synthesis — cross-session review of vault activity, North Star alignment, patterns, uncaptured wins, an 4.6k ★
Ralphy — My Ralph Wiggum setup, an autonomous bash script that runs Claude Code, Codex, OpenCode, Cursor agent, Qwen & 2.8k ★