Back to skills
SkillHub ClubResearch & OpsFull Stack

research

Use when current web info needed, verifying APIs still work, checking latest versions, or avoiding outdated implementations

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
20
Hot score
87
Updated
March 20, 2026
Overall rating
C2.5
Composite score
2.5
Best-practice grade
S96.0

Install command

npx @skill-hub/cli install technickai-ai-coding-config-research

Repository

TechNickAI/ai-coding-config

Skill path: plugins/core/skills/research

Use when current web info needed, verifying APIs still work, checking latest versions, or avoiding outdated implementations

Open repository

Best for

Primary workflow: Research & Ops.

Technical facets: Full Stack.

Target audience: everyone.

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: TechNickAI.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install research into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/TechNickAI/ai-coding-config before adding research to shared team environments
  • Use research for research workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Original source / Raw SKILL.md

---
name: research
# prettier-ignore
description: "Use when current web info needed, verifying APIs still work, checking latest versions, or avoiding outdated implementations"
version: 1.2.0
category: research
triggers:
  - "research"
  - "look up"
  - "check current"
  - "verify API"
  - "is this still"
  - "latest version"
  - "deprecated"
---

<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.
</philosophy>

<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?"
</natural-triggers>

<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. </quick-check>

<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.
</deep-dive>

<tool-selection>
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. </tool-selection>

<search-strategy>
Start with official sources - docs, changelogs, GitHub releases. Then expand to community discussions if needed.
</search-strategy>

<output-format>
Output should be scannable and actionable. Skip the fluff, get to what matters.

Good pattern:

## 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 </output-format>

<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. </key-principles>

<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.
</common-pitfall>
research | SkillHub