Examples & References
Patterns and multi-step workflows. All calls use ~~capability with fallback (see CONNECTORS.md).
Reference Files
| File | Description |
|---|---|
| tool-patterns.md | Tool call patterns organized by capability |
| workflow-examples.md | Multi-step workflow examples |
| competitive-analysis.md | Scenario: competitor comparison |
| market-research.md | Scenario: market research |
| technical-audit.md | Scenario: technical audit |
| person-company-lookup.md | Scenario: person/company lookup |
| topic-deep-dive.md | Scenario: topic deep dive |
| news-trends.md | Scenario: news & trends |
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
~~capabilityplaceholders — 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