Iterative parallel search strategy using WebSearch and Exa. Launch multiple searches simultaneously, learn from failures, and keep iterating until finding answers. Use for research, code examples, documentation, and technical information gathering.
Launches multiple parallel searches using WebSearch and Exa, learns from results, and iteratively refines queries until finding complete answers. Triggers when you need research, code examples, or technical documentation.
/plugin marketplace add WarrenZhu050413/Warren-Claude-Code-Plugin-Marketplace/plugin install claude-context-orchestrator@warren-claude-code-plugin-marketplaceThis skill inherits all available tools. When active, it can use any tool Claude has access to.
Search in parallel. Learn from failures. Keep iterating.
Never give up after one search round. Launch new searches based on what worked and what didn't.
Start with 3-5 searches from different angles:
General topics:
Code/implementation:
Academic/research:
What did you learn?
What's missing?
Launch next round:
Don't stop until:
If stuck:
Make queries specific:
Add context:
Use domain filtering:
allowed_domains: ["*.edu", "arxiv.org"]allowed_domains: ["github.com", "dev.to"]Never give up after one failed search.
If results are poor:
Keep iterating until satisfied.
Single focused WebSearch with specific query
Round 1:
WebSearch: "Python async programming"
→ Learned: asyncio is the main library
Round 2:
WebSearch: "Python asyncio tutorial 2025"
WebSearch: "asyncio vs threading when to use"
mcp__exa__get_code_context_exa: "Python asyncio examples"
→ Learned: Good basics, but need error handling
Round 3:
WebSearch: "asyncio error handling best practices"
WebSearch: "asyncio common mistakes"
mcp__exa__get_code_context_exa: "asyncio exception handling"
→ Complete understanding achieved
Cross-reference findings:
Default: 3-5 parallel WebSearch with different angles
For code: Add mcp__exa__get_code_context_exa
For papers: Add mcp__exa__web_search_exa or use google-scholar skill
For PDFs: Use DOWNLOAD snippet
When stuck: Reformulate, try new terms, iterate
Remember: Keep going until you find complete answers