research

**Session:** ${CLAUDE_SESSION_ID} **Research Topic:** $ARGUMENTS # Research Skill ## Research Workflows ### Standard Query ``` 1. THINK → Sequential Thinking decomposition 2. RESOLVE → Context7 resolve-library-id 3. DOCUMENT → Context7 query-docs (5000-10000 tokens) 4. SUPPLEMENT → Exa code context search 5. SYNTHESIZE → Structured answer with sources ``` ### Complex Investigation ``` 1. DEEP THINK → Multi-hypothesis Sequential Thinking 2. DEEP RESEARCH → Exa deep researcher (45s-2min) 3. MONITOR → Check status until completed 4. VALIDATE → Cross-check Context7 official sources 5. REPORT → Comprehensive solution ``` ### Technology Trends ``` 1. WEB SCAN → Exa search latest developments 2. CODE PATTERNS → Exa code context for practices 3. ECOSYSTEM → Company research for key players 4. ANALYSIS → Sequential Thinking for implications 5. RECOMMENDATIONS → Actionable insights ``` --- ## Multi-Source Synthesis **Parallelization**: - Run `resolve-library-id` + `web_search_exa` simultaneously - Launch multiple Exa searches concurrently - Execute Context7 docs + Exa code search in parallel **Source Priority**: 1. Official documentation (Context7) 2. Recent tutorials (Exa, <6 months) 3. Older content (with version verification) --- ## Forbidden Behaviors - ❌ Guess library IDs without `resolve-library-id` - ❌ Start deep researcher without checking completion - ❌ Mix opinions with facts without distinction - ❌ Provide code without version verification - ❌ Ignore WebFetch re...