Tech Decision
team-attention/hoyeon
This skill should be used when the user asks about "technical decision", "what to use", "A vs B", "comparison analysis", "library selection", "architecture decision", "which one to use"…
This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical…
$ npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install team-attention/plugins-for-claude-natives tech-decision --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/dev/skills/tech-decision .claude/skills/tech-decision && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "tech-decision" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/tech-decision into .claude/skills/tech-decision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-decision", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/tech-decisionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install team-attention/plugins-for-claude-natives tech-decision --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/dev/skills/tech-decision .agents/skills/tech-decision && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tech-decision" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/tech-decision into .agents/skills/tech-decision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-decision", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install team-attention/plugins-for-claude-natives tech-decision --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/dev/skills/tech-decision .cursor/skills/tech-decision && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tech-decision" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/tech-decision into .cursor/skills/tech-decision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-decision", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/team-attention/plugins-for-claude-natives.git --path plugins/dev/skills/tech-decision--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install team-attention/plugins-for-claude-natives tech-decision --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/dev/skills/tech-decision .gemini/skills/tech-decision && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tech-decision" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/tech-decision into .gemini/skills/tech-decision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-decision", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install team-attention/plugins-for-claude-natives tech-decisionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/dev/skills/tech-decision .github/skills/tech-decision && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tech-decision" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/tech-decision into .github/skills/tech-decision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-decision", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install team-attention/plugins-for-claude-natives tech-decision --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/team-attention/plugins-for-claude-natives.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/dev/skills/tech-decision .opencode/skills/tech-decision && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tech-decision" agent skill from https://github.com/team-attention/plugins-for-claude-natives/tree/main/plugins/dev/skills/tech-decision into .opencode/skills/tech-decision/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-decision", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
tech-decisionThis skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical…
Tech Decision is an agent skill from team-attention/plugins-for-claude-natives. This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical decisions. Provides systematic multi-source research and synthesized recommendations.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/evaluation-criteria.md` and `references/report-template.md`).
It sits in Backend & APIs, covering Deep research. The repository describes itself as: Claude Code plugins for power users. The licence is MIT.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit fd9c207. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Tech Decision loads about 1.2k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 73 tokens; SKILL.md has 300 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from team-attention/plugins-for-claude-natives at commit fd9c207, republished under its MIT licence (© team-attention). 300 words, ~1,214 tokens.
.claude/skills/tech-decision/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.기술적 의사결정을 체계적으로 분석하고 종합적인 결론을 도출하는 스킬.
두괄식 결과물: 모든 보고서는 결론을 먼저 제시하고, 그 다음에 근거를 제공한다.
의사결정 주제와 맥락을 명확히 한다:
references/evaluation-criteria.md 참조여러 소스에서 동시에 정보를 수집한다. 반드시 병렬로 실행:
┌─────────────────────────────────────────────────────────────┐
│ 동시 실행 (Task tool로 병렬 실행) │
├─────────────────────────────────────────────────────────────┤
│ 1. codebase-explorer agent │
│ → 기존 코드베이스 분석, 현재 패턴/제약사항 파악 │
│ │
│ 2. docs-researcher agent │
│ → 공식 문서, 가이드, best practices 리서치 │
│ │
│ 3. Skill: dev-scan │
│ → 커뮤니티 의견 수집 (Reddit, HN, Dev.to, Lobsters) │
│ │
│ 4. Skill: agent-council │
│ → 다양한 AI 전문가 관점 수집 │
│ │
│ 5. [선택] Context7 MCP │
│ → 라이브러리별 최신 문서 조회 │
└─────────────────────────────────────────────────────────────┘실행 방법:
# Agents는 Task tool로 병렬 실행
Task codebase-explorer: "분석할 주제와 컨텍스트"
Task docs-researcher: "리서치할 기술/라이브러리"
# 기존 스킬은 Skill tool로 호출
Skill: dev-scan (커뮤니티 의견)
Skill: agent-council (전문가 관점)수집된 정보를 바탕으로 tradeoff-analyzer agent를 실행:
decision-synthesizer agent로 두괄식 종합 보고서 작성 (상세 템플릿: references/report-template.md):
# 기술 의사결정 보고서: [주제]
## 결론 (Executive Summary)
**추천: [Option X]**
[1-2문장 핵심 이유]
## 평가 기준 및 가중치
| 기준 | 가중치 | 설명 |
|------|--------|------|
| 성능 | 30% | ... |
| 학습곡선 | 20% | ... |
## 옵션별 분석
### Option A: [이름]
**장점:**
- [장점 1] (출처: 공식 문서)
- [장점 2] (출처: Reddit r/webdev)
**단점:**
- [단점 1] (출처: HN 토론)
**적합한 경우:** [시나리오]
### Option B: [이름]
...
## 종합 비교
| 기준 | Option A | Option B | Option C |
|------|----------|----------|----------|
| 성능 | ⭐⭐⭐ | ⭐⭐ | ⭐⭐⭐⭐ |
| 학습곡선 | ⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐ |
| **총점** | **X점** | **Y점** | **Z점** |
## 추천 근거
1. [핵심 근거 1 with 출처]
2. [핵심 근거 2 with 출처]
3. [핵심 근거 3 with 출처]
## 리스크 및 주의사항
- [주의점 1]
- [주의점 2]
## 참고 출처
- [출처 목록]| Agent | 역할 |
|---|---|
codebase-explorer | 기존 코드베이스 분석, 패턴/제약사항 파악 |
docs-researcher | 공식 문서, 가이드, best practices 리서치 |
tradeoff-analyzer | 옵션별 pros/cons 정리, 비교 분석 |
decision-synthesizer | 두괄식 최종 보고서 생성 |
| Skill | 용도 | 호출 방법 |
|---|---|---|
dev-scan | Reddit, HN, Dev.to 등 커뮤니티 의견 | Skill: dev-scan |
agent-council | 다양한 AI 전문가 관점 수집 | Skill: agent-council |
사용자: "React vs Vue 뭐가 나을까?"
실행:
1. Task docs-researcher + Task codebase-explorer (병렬)
2. Skill: dev-scan
3. Task tradeoff-analyzer
4. Task decision-synthesizer사용자: "우리 프로젝트에 상태관리 라이브러리 뭘 쓸지 고민이야"
실행:
1. Task codebase-explorer (현재 상태 분석)
2. 병렬 실행:
- Task docs-researcher (Redux, Zustand, Jotai, Recoil 등)
- Skill: dev-scan
- Skill: agent-council
3. Task tradeoff-analyzer
4. Task decision-synthesizer사용자: "모놀리스 vs 마이크로서비스 어떻게 해야 할까?"
실행:
1. Task codebase-explorer (현재 규모/복잡도 분석)
2. 병렬 실행:
- Task docs-researcher (각 아키텍처 best practices)
- Skill: agent-council (아키텍트 관점)
3. Task tradeoff-analyzer (팀 규모, 배포 복잡도 등 고려)
4. Task decision-synthesizerreferences/report-template.md - 상세 보고서 템플릿references/evaluation-criteria.md - 평가 기준 가이드© team-attention, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in plugins/dev/skills/tech-decision of team-attention/plugins-for-claude-natives.
Open the folder on GitHubat commit fd9c207
We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in team-attention/plugins-for-claude-natives, which our catalogue first saw on October 7, 2026.
Tech Decision next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tech Decision this skillteam-attention/plugins-for-claude-natives | 825 | 3 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Tech Decisionteam-attention/hoyeon | 173 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Customs Trade Law Onur Kafkaslawve-ai/awesome-legal-skills | 826 | 1 repos | ~4.1k | Automated safety check: Pass | AGPL-3.0 | |
| Claude To MedrixflowCitrus-bit/Anaxa | 120 | — | ~1.7k | Automated safety check: Pass | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Deep Research MCP Guidepminervini/deep-research-mcp | 112 | — | ~5.8k | Automated safety check: Pass | MIT |
team-attention/hoyeon
This skill should be used when the user asks about "technical decision", "what to use", "A vs B", "comparison analysis", "library selection", "architecture decision", "which one to use"…
lawve-ai/awesome-legal-skills
U.S. An agent skill from lawve-ai/awesome-legal-skills.
Citrus-bit/Anaxa
Interact with MedrixFlow AI agent platform via its HTTP API.
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
pminervini/deep-research-mcp
Explains how to run, integrate and debug the deep-research-mcp project through its CLI, Python API or MCP server, with OpenAI, Gemini and DR-Tulu backends.
udecode/plate
Slate v2 quality-gap Autoresearch shortcut. An agent skill from udecode/plate.
team-attention/plugins-for-claude-natives
This skill should be used when the user asks to "check email", "read emails", "send email", "reply to email", "search inbox", or manages Gmail.
team-attention/plugins-for-claude-natives
This skill should be used when user wants to access, capture, or reference Claude Code session history.
team-attention/plugins-for-claude-natives
This skill should be used when the user asks to "analyze session", "세션 분석", "evaluate skill execution", "스킬 실행 검증", "check session logs", "로그 분석", provides a session ID with a skill path, or wants…
team-attention/plugins-for-claude-natives
This skill should be used when the user asks to "유튜브 정리", "영상 요약", "transcript 번역", "YouTube digest", "영상 퀴즈", or provides a YouTube URL for analysis.
team-attention/plugins-for-claude-natives
This skill should be used when the user asks to "트윗 가져와", "트윗 번역", "X 게시글 읽어줘", "tweet fetch", "트윗 내용", "트윗 원문", or provides an X/Twitter URL (x.com, twitter.com) and wants to read, translate, or…
team-attention/plugins-for-claude-natives
Generate Korean podcast episodes from any source (URLs, tweets, articles, PDFs) — analyzes content, writes a script, generates audio via OpenAI TTS, converts to MP4, and auto-uploads to YouTube.
Categories
This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical…. Tech Decision is an agent skill from team-attention/plugins-for-claude-natives. This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical decisions.
Tech Decision fits situations like: asks to 기술 의사결정; needs deep analysis for technical decisions.
Run `npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a claude-code`. Or copy the skill folder (plugins/dev/skills/tech-decision in team-attention/plugins-for-claude-natives) into .claude/skills/tech-decision in your project. Claude Code loads it when a task matches its description.
Run `npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a codex`. Or copy the skill folder (plugins/dev/skills/tech-decision in team-attention/plugins-for-claude-natives) into .agents/skills/tech-decision in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add team-attention/plugins-for-claude-natives --skill tech-decision -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tech-decision, .gemini/skills/tech-decision, .github/skills/tech-decision and .opencode/skills/tech-decision in your project.
SKILL.md names no scripts, command-line tools or credentials: Tech Decision is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Tech Decision is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Tech Decision: Tech Decision (team-attention/hoyeon, 173 stars), Customs Trade Law Onur Kafkas (lawve-ai/awesome-legal-skills, 826 stars), Claude To Medrixflow (Citrus-bit/Anaxa, 120 stars) and GitHub Deep Research (bytedance/deer-flow, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
team-attention (a GitHub organization) maintains it in team-attention/plugins-for-claude-natives, which has 825 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on April 20, 2026.
Source: team-attention/plugins-for-claude-natives on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.