Research when **getting it right matters**. When current information saves hours of debugging, ensures secure implementations, or guides you to the right abstraction—research first.
Scanned 9/2/2026
Install to Claude Code
npx -y skills add majiayu000/claude-skill-registry --skill research-krosebrook-source-of-truth-mono --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Research Krosebrook Source Of Truth Mono?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/majiayu000-research-krosebrook-source-of-truth-mono-claude-skill-registry)More formats (shields.io, HTML) on the badges page.
---
name: research
description:
Web research skill for augmenting agent context with current information. Used when
outdated information could lead to broken implementations or wasted effort.
---
# Research
## Core Philosophy
Research when **getting it right matters**. When current information saves hours of
debugging, ensures secure implementations, or guides you to the right
abstraction—research first.
## Natural Triggers
Clear signals that research is needed:
- Hitting an error that smells like an API change
- Implementing something security-critical (auth, payments, file handling)
- Making architecture decisions you'll live with for months
- Working with libraries you know evolve rapidly
- That moment of "wait, is this still how we do this?"
## Two Modes
### Quick Check
**When:** Mid-flow verification **Time:** Under a minute **Examples:**
- "Is `useEffect` still the way to handle this in React 18?"
- "Did Stripe change their webhook payload?"
- "What's the current Node LTS version?"
Just search, grab the answer, keep coding. No storage, no ceremony, no permission
needed.
### Deep Dive
**When:** The decision really matters **Time:** 5-15 minutes **Examples:**
- Choosing between competing technologies
- Understanding a new architectural pattern
- Debugging something that doesn't match documentation
**Always ask first**: "This needs deeper research (5-15 min). Should I dig into this
now?" Let the user decide if they want to pause for research or continue with existing
knowledge.
Research thoroughly, save findings in `research/[topic].md` for team reference.
## How to Research
### 1. Select Best Search Tool
Always use the best available web search. Priority order:
**MCP servers (preferred when available):**
- Tavily MCP server
- Exa MCP server
- Other specialized search MCP servers
**Built-in tools (fallback):**
- Cursor: `web_search` tool
- Claude Code: Built-in web search
**Tell the user which you're using:**
- "Using Tavily MCP server for enhanced search capabilities"
- "Using Exa MCP server for code-focused research"
- "Using built-in web search (no MCP servers configured)"
This transparency helps users understand tool selection and configure MCP servers if
desired.
### 2. Search Strategy
Start with official sources - docs, changelogs, GitHub releases. Then expand to
community discussions if needed.
### 3. Write Output
Output should be scannable and actionable. Skip the fluff, get to what matters.
## Output Style
### Do This
```markdown
## Stripe Checkout v4 Migration
**Breaking change**: `redirectToCheckout()` removed in v4
**New pattern**:
- Use Payment Element (unified UI)
- Or Checkout Sessions API (hosted page)
**Migration**: [Specific code example]
**Source**: Stripe docs v2024.11.15
```
### Not This
```markdown
After extensive research into the evolving landscape of payment processing... It's
important to note that Stripe has made significant changes... Let's dive into the
migration process...
```
## Real Examples
### Quick Check in Action
```
[User struggling with Vite error]
Agent: "That error usually means a Vite config issue. Let me check v6 changes..."
[30 seconds later]
Agent: "Found it—Vite 6 requires explicit `server.fs.allow` for parent directories. Adding it now."
```
### Deep Dive for Architecture
```
[User asking about state management for new project]
Agent: "State management in 2025 has some new players. Let me research current options for your scale..."
[10 minutes of research]
Agent: "For your use case (e-commerce, 50K users):
- Zustand if you want simplicity (2KB, no boilerplate)
- TanStack Store if you need framework agnostic
- Redux Toolkit still solid for complex async flows
Skip Redux unless you need time-travel debugging.
Here's Zustand handling your cart state..."
```
## Key Principles
**Recognize patterns** - When you see version-specific errors, deprecated methods, or
post-2023 technologies, that signals research is needed.
**Be transparent** - Say "I should verify this" or "Let me check current best practices"
rather than guessing.
**Speed over perfection** - For quick checks, first good answer wins. For deep dives,
thoroughness matters.
**No unnecessary storage** - Quick research lives in the conversation. Only save deep
research that others might reference.
## Common Pitfall
Don't research everything. If your React knowledge from 2023 still works and the user
isn't hitting issues, just build. Research is a tool, not a crutch.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!