autoresearch

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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.

Web & Frontend 134 stars 6 forks Updated yesterday MIT

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Quality Score: 93/100

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Description 5%
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Skill Content

# Parallel Autoresearch Engine > **Plan mode**: This skill is ONE plan step: "Invoke /vibes:autoresearch". Do not decompose. ## Prerequisites Check ```bash 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" test -f "$VIBES_ROOT/eval/config.md" && echo "✓ Config" || echo "✗ Missing eval/config.md" test -f "$VIBES_ROOT/eval/napkin.md" && echo "✓ Napkin" || echo "✗ Missing eval/napkin.md" ls "$VIBES_ROOT/eval/specs/"*.md 2>/dev/null | wc -l | xargs -I{} echo "✓ {} eval specs found" cd "$VIBES_ROOT/scripts" && bun -e "import React from 'react'; console.log('✓ React available')" 2>/dev/null || echo "✗ React not installed" ``` If any prerequisite is missing, stop and inform the user. ## Running ### Option 1: Full Autonomous Run (Recommended) Dispatch the autoresearch orchestrator agent (`.claude/agents/autoresearch-orchestrator.md`) with context from eval/config.md, eval/napkin.md, and eval/scoreboard.md. Pass any CLI arguments from the user (e.g., `--variants=5 --gener...

Details

Author
popmechanic
Repository
popmechanic/VibesOS
Created
7 months ago
Last Updated
yesterday
Language
HTML
License
MIT

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