| name | examples |
| description | Tool call patterns, end-to-end research workflow examples, and scenario references for all 6 research types. Use when you need reference implementations or complete research examples. |
Examples & References
Patterns and multi-step workflows. All calls use ~~capability with fallback (see CONNECTORS.md).
Reference Files
Quick Reference: Capabilities
| Capability | What it does | Fallback order |
|---|
~~search | Find pages on the web | Exa → Perplexity → Jina → Firecrawl |
~~scrape | Read a single page | Jina → Firecrawl |
~~batch_search | Search multiple queries | Jina parallel → multiple Exa |
~~batch_scrape | Read multiple pages | Jina parallel → multiple Firecrawl |
~~crawl | Crawl entire site | Firecrawl crawl → map + batch_scrape |
~~extract | Structured data extraction | Firecrawl extract → scrape + JSON |
~~academic_search | Scientific papers | arXiv → SSRN → Perplexity |
~~code_search | Code examples | Exa code → search + "github" |
Quick Workflow Patterns
Quick Search with Fallback
1. ~~search(query) → results
2. If error → next provider automatically
3. ~~scrape(best_url) → content
4. If error → next provider automatically
Parallel Research Batch
1. Expand query → related terms
2. ~~batch_search(queries[]) → batch results
3. Rank by relevance → top results
4. ~~batch_scrape(top_5) → content
5. Deduplicate → clean data
Full 7-Step Research
1. CLASSIFY → research type + depth
2. PLAN → expand query + 3-7 queries
3. SEARCH → ~~batch_search / ~~search (with fallback)
4. READ → ~~batch_scrape top-5 (with fallback)
5. EXTRACT → key facts, data, quotes
6. SYNTHESIZE → deduplicate + cross-check
7. REPORT → template + methodology
Conventions
- All workflows use
~~capability placeholders — see CONNECTORS.md for provider mapping
- Fallback chains apply automatically on errors or empty results
- All reports include Methodology section
- Every fact must have a URL source
