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Systematic multi-source research across web, GitHub, community discussions, and official docs. Use when asked to research best practices, trends, patterns, or find information on any topic. Invoke with a topic to research.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when the user asks to commit, write a commit message, generate a conventional commit, or invokes /conventional-commit. Also use when staged changes need a commitlint-compliant message, when the user asks to commit and push (or passes --push), when unstaged or untracked files exist and staging scope must be confirmed, or when agent-attribution trailers must be avoided on commits. Handles git commit and git push flags when the user passes them.
Use when the user asks to create, open, or raise a GitHub pull request, submit changes for review. Also when staged, committed, or unpushed work needs a PR via gh CLI and required PR metadata is missing (base branch, draft vs ready, reviewers, labels, linked issues, test plan).
Use when the task is multi-constraint, ambiguous, architectural, or needs a design/algorithm choice before answering. Skip for trivial lookups and one-line edits.
Use when the user explicitly asks to audit, critic, or verify a generated solution or answer (e.g. /verifying-solutions, "audit this", "critic this") — not for routine completion claims or pre-answer design.
Use when staging, formatting, or creating git commits for code changes in a Git repository.
Analyzes error logs, stack traces, and provides systematic debugging strategies and solutions
| name | research |
| description | Systematic multi-source research across web, GitHub, community discussions, and official docs. Use when asked to research best practices, trends, patterns, or find information on any topic. Invoke with a topic to research. |
Systematic multi-source research workflow that produces structured, actionable reports. Use when the user asks you to research best practices, trends, patterns, find information about a tool/concept, or needs up-to-date knowledge beyond your training data.
Search across these sources in order, using your available search tools. Do not skip sources unless instructed.
Step 1 — Web Search:
best practices for <topic>, <topic> trends 2025 2026, <topic> patterns, <topic> guideStep 2 — GitHub:
github <topic> awesome-list, github <topic> best-practices, github <topic> style-guide, github <topic><topic> vs <alternative> to understand ecosystem choicesStep 3 — Community Discussions:
reddit <topic>, site:news.ycombinator.com <topic><topic> discussion, <topic> experience, <topic> reviewStep 4 — Official Documentation:
Configuration:
web,github,community,docs--sources web,docs to skip community/GitHub--output-dir for the report fileAfter gathering, analyze the collected information:
[official] — from official documentation[community consensus] — widely agreed upon across multiple sources[debated] — conflicting opinions or approaches[version specific] — tied to a particular version or release[opinion] — individual or minority perspectiveTerminal Summary — Print a compact ~10-line summary first:
Research: <Topic>
• <key finding 1> [source type]
• <key finding 2> [source type]
• ...
Full report saved to: ./research-<topic-slug>.md
Full Report — Save to ./research-<topic-slug>.md (or custom path):
# Research: <Topic>
Generated: <date>
## Executive Summary
Brief 3-5 sentence overview synthesizing the most important findings.
## Best Practices
- <Finding with context and source tag>
- <Finding with context and source tag>
## Trends & Patterns
- <Trend description with evidence>
- <Trend description with evidence>
## Real-World Examples
- <Example from GitHub repo / Reddit thread / article>
- <Example from GitHub repo / Reddit thread / article>
## Official Documentation
- <Key docs page> — <takeaway>
- <Key docs page> — <takeaway>
## Community Discussion
- <Notable Reddit/HN thread> — <key sentiment or debate>
- <Notable Reddit/HN thread> — <key sentiment or debate>
## Recommendations
- <Actionable synthesis and guidance>
## Sources
- <URL 1>
- <URL 2>
Research a topic with all sources:
Research best practices for structuring tmux configurations
Research with limited sources:
Research neovim lua plugin patterns using only web and github sources
Research with custom output dir:
Research rust async patterns, output to ./research-output/
This skill activates when the user: