← ClaudeAtlas

vibe.parallel-researchlisted

Parallel research with 4 specialized agents (best-practices, framework-docs, codebase-patterns, security-advisory) running simultaneously. Use when facing unfamiliar technology, choosing between libraries/frameworks, designing architecture for a new feature, or investigating security implications. Must use this skill when user asks 'how should we build X', 'which library for Y', or when starting work on a complex feature with unknown requirements. Not for simple lookups — use web search directly for those.
su-record/vibe · ★ 0 · AI & Automation · score 78
Install: claude install-skill su-record/vibe
# Parallel Research Parallel research patterns for solving complex problems. ## When Parallel Research is Needed | Situation | Reason | |-----------|--------| | New technology adoption | Need best practices | | Security-related features | Multi-angle review needed | | Architecture design | Multiple perspectives needed | | Technology selection | Comparison analysis needed | | Complex bugs | Explore multiple causes | ## Research Lenses (4 Parallel) | Lens | Role | How | |-------|------|-----| | best-practices | Search best practices | native WebSearch (+context7) | | framework-docs | Search official docs | native WebFetch/context7 | | codebase-patterns | Analyze existing code patterns | native Explore subagent | | security-advisory | Search security advisories | native WebSearch | ## Usage **Spawn the four lenses as concurrent native subagents in a single message** — each lens is blind to the others; synthesize after all return: ``` Task 1 (Explore): "Analyze existing auth code patterns" (concurrent) Task 2 (general-purpose): "Search React auth best practices" (concurrent) Task 3 (general-purpose): "Search Supabase Auth official docs" (concurrent) Task 4 (general-purpose): "Search auth security vulnerabilities" (concurrent) ``` `/vibe.spec "feature-name"` runs this automatically when the SPEC pass needs unfamiliar-technology research. ## Using Research Results ``` Parallel research complete ↓ Synthesize results ↓ Persist to .vibe/research/<topi