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autoresearch

Skill

Run the Parallel Autoresearch Engine — massively parallel SKILL.md optimization. Generates 10+ SKILL.md variants per generation, tests each with programmatic harness (no browser needed), scores with triple-run averaging, and iterates autonomously. Use when asked to run autoresearch, improve SKILL.md

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Install

git clone https://github.com/popmechanic/VibesOS.git ~/.claude/skills/autoresearch

What is autoresearch?

Run the Parallel Autoresearch Engine — massively parallel SKILL.md optimization. Generates 10+ SKILL.md variants per generation, tests each with programmatic harness (no browser needed), scores with triple-run averaging, and iterates autonomously. Use when asked to run autoresearch, improve SKILL.md at scale, or start parallel autoresearch.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Run shell commands

Declares Bash

Create and modify files

Declares Write or Edit

~86 tokens of context used while enabled, before you invoke anything

All declared tools (7)
AgentBashEditGlobGrepReadWrite

Documentation

README · ~1 min read

Parallel Autoresearch Engine

Plan mode: This skill is ONE plan step: "Invoke /vibes:autoresearch". Do not decompose.

Prerequisites Check

VIBES_ROOT="${CLAUDE_PLUGIN_ROOT:-$(dirname "$(dirname "${CLAUDE_SKILL_DIR}")")}"
echo "Checking autoresearch prerequisites..."
test -f "$VIBES_ROOT/scripts/eval-ssr-check.ts" && echo "✓ Tier 1.5 SSR check" || echo "✗ Missing eval-ssr-check.ts"
test -f "$VIBES_ROOT/scripts/eval-harness.ts" && echo "✓ Tier 2 harness" || echo "✗ Missing eval-harness.ts"
test -f "$VIBES_ROOT/scripts/eval-parallel.ts" && echo "✓ Orchestrator" || echo "✗ Missing eval-parallel.ts"
test -f "$VIBES_ROOT/scripts/eval-scoring.ts" && echo "✓ Scoring" || echo "✗ Missing eval-scoring.ts"

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