Reorganize: Move all skills to skills/ folder

- Created skills/ directory
- Moved 272 skills to skills/ subfolder
- Kept agents/ at root level
- Kept installation scripts and docs at root level

Repository structure:
- skills/           - All 272 skills from skills.sh
- agents/           - Agent definitions
- *.sh, *.ps1       - Installation scripts
- README.md, etc.   - Documentation

Co-Authored-By: Claude <noreply@anthropic.com>
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admin
2026-01-23 18:05:17 +00:00
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---
name: perplexity
description: Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7) or workspace questions.
---
# Perplexity Tools
Use ONLY when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7), gt CLI (use Graphite MCP), or workspace questions (use Nx MCP).
## Quick Reference
**Which Perplexity tool?**
- Need search results/URLs? → **Perplexity Search**
- Need conversational answer? → **Perplexity Ask**
- Need deep research? → **Researcher agent** (`/research <topic>`)
**NOT Perplexity - use these instead:**
- Library/framework docs → **Context7 MCP**
- Graphite `gt` CLI → **Graphite MCP**
- THIS workspace → **Nx MCP**
- Specific URL → **URL Crawler**
## Perplexity Search
**When to use:**
- Generic searches, finding resources
- Current best practices, recent information
- Tutorial/blog post discovery
- User says "search for...", "find...", "look up..."
**Default parameters (ALWAYS USE):**
```typescript
mcp__perplexity__perplexity_search({
query: "your search query",
max_results: 3, // Default is 10 - too many!
max_tokens_per_page: 512 // Reduce per-result content
})
```
**When to increase limits:**
Only if:
- User explicitly needs comprehensive results
- Initial search found nothing useful
- Complex topic needs multiple sources
```typescript
// Increased limits (use sparingly)
mcp__perplexity__perplexity_search({
query: "complex topic",
max_results: 5,
max_tokens_per_page: 1024
})
```
## Perplexity Ask
**When to use:**
- Need conversational explanation, not search results
- Synthesize information from web
- Explain concepts with current context
**Usage:**
```typescript
mcp__perplexity__perplexity_ask({
messages: [
{
role: "user",
content: "Explain how postgres advisory locks work"
}
]
})
```
**NOT for:**
- Library documentation (use Context7)
- Deep multi-source research (use researcher agent)
## Prohibited Tool
**NEVER use:** `mcp__perplexity__perplexity_research`
**Use instead:** Researcher agent (`/research <topic>`)
- Token cost: 30-50k tokens
- Provides multi-source synthesis with citations
- Use sparingly for complex questions only
## Tool Selection Chain
**Priority order:**
1. **Context7 MCP** - Library/framework docs
2. **Graphite MCP** - Any `gt` CLI mention
3. **Nx MCP** - THIS workspace questions
4. **Perplexity Search** - Generic searches
5. **Perplexity Ask** - Conversational answers
6. **Researcher agent** - Deep multi-source research
7. **WebSearch** - Last resort (after Perplexity exhausted)
## Examples
**✅ CORRECT - Use Perplexity Search:**
- "Find postgres migration best practices"
- "Search for React testing tutorials"
- "Look up latest trends in microservices"
**✅ CORRECT - Use Perplexity Ask:**
- "Explain how postgres advisory locks work"
- "What are the trade-offs of microservices?"
**❌ WRONG - Use Context7 instead:**
- "Search for React hooks documentation" → Context7 MCP
- "Find Next.js routing docs" → Context7 MCP
- "Look up Temporal workflow API" → Context7 MCP
**❌ WRONG - Use Graphite MCP instead:**
- "Search for gt stack commands" → Graphite MCP
- "Find gt branch workflow" → Graphite MCP
**❌ WRONG - Use Nx MCP instead:**
- "Search for build config" (in THIS workspace) → Nx MCP
- "Find project dependencies" (in THIS workspace) → Nx MCP
## Key Points
- **Default to limited results** - avoid context bloat
- **Library docs = Context7** - ALWAYS try Context7 first
- **"gt" = Graphite MCP** - ANY "gt" mention uses Graphite
- **Deep research = /research** - NOT perplexity_research tool
- **Fallback chain** - Search → Ask → WebSearch (last resort)