Next Supabase Vercel Bundle
LeoYeAI/openclaw-master-skills
ORQUESTADOR REAL para el ciclo completo de desarrollo Full-Stack.
사이드프로젝트 기술스택을 체계적으로 비교·선정하는 의사결정 매트릭스. An agent skill from revfactory/harness-100.
Install Techstack Decision Matrix
$ npx skills add revfactory/harness-100 --skill techstack-decision-matrix -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 techstack-decision-matrix --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/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix .claude/skills/techstack-decision-matrix && 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 "techstack-decision-matrix" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix into .claude/skills/techstack-decision-matrix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techstack-decision-matrix", 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/revfactory/harness-100/tree/main/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrixType 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 revfactory/harness-100 --skill techstack-decision-matrix -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 techstack-decision-matrix --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix .agents/skills/techstack-decision-matrix && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "techstack-decision-matrix" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix into .agents/skills/techstack-decision-matrix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techstack-decision-matrix", 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 revfactory/harness-100 --skill techstack-decision-matrix -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 techstack-decision-matrix --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix .cursor/skills/techstack-decision-matrix && 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 "techstack-decision-matrix" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix into .cursor/skills/techstack-decision-matrix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techstack-decision-matrix", 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/revfactory/harness-100.git --path ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix--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 revfactory/harness-100 --skill techstack-decision-matrix -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 techstack-decision-matrix --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix .gemini/skills/techstack-decision-matrix && 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 "techstack-decision-matrix" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix into .gemini/skills/techstack-decision-matrix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techstack-decision-matrix", 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 revfactory/harness-100 techstack-decision-matrixInstalls 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 revfactory/harness-100 --skill techstack-decision-matrix -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix .github/skills/techstack-decision-matrix && 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 "techstack-decision-matrix" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix into .github/skills/techstack-decision-matrix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techstack-decision-matrix", 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 revfactory/harness-100 --skill techstack-decision-matrix -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 techstack-decision-matrix --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix .opencode/skills/techstack-decision-matrix && 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 "techstack-decision-matrix" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix into .opencode/skills/techstack-decision-matrix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "techstack-decision-matrix", 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.
Facts
- Skill name
techstack-decision-matrix- GitHub stars
- 1.3k
- Token cost
- ~903 tokens
- SKILL.md length
- 246 words
- Files
- 1
- Skills in repo
- 464
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
사이드프로젝트 기술스택을 체계적으로 비교·선정하는 의사결정 매트릭스. An agent skill from revfactory/harness-100.
- Databases work in your project
- SKILL.md covers 평가 기준 프레임워크 (5축), 프론트엔드 비교, 백엔드 비교 and 데이터베이스 비교, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Techstack Decision Matrix is an agent skill from revfactory/harness-100. 사이드프로젝트 기술스택을 체계적으로 비교·선정하는 의사결정 매트릭스. 'techstack-analyst' 에이전트가 기술스택을 비교하고 추천할 때 이 스킬의 평가 기준, 비용 계산법, 스택 조합 패턴을 반드시 활용해야 한다. '기술스택 비교', '인프라 비용 계산', '스택 선정' 등에 사용한다. 단, 시장 분석이나 MVP 설계는 이 스킬의 범위가 아니다.
Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Databases. It works with SQL and Next.js. The licence is Apache-2.0.
When your agent uses it
- Databases work in your project
Example prompts
- “techstack-analyst”
- “/techstack-decision-matrix”
What it can do on your machine
Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
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.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Techstack Decision Matrix loads about 903 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 246 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 246 words, ~903 tokens.
Download SKILL.mdSave it as
.claude/skills/techstack-decision-matrix/SKILL.md (or your agent's skills folder).- name
- techstack-decision-matrix
- description
- 사이드프로젝트 기술스택을 체계적으로 비교·선정하는 의사결정 매트릭스. 'techstack-analyst' 에이전트가 기술스택을 비교하고 추천할 때 이 스킬의 평가 기준, 비용 계산법, 스택 조합 패턴을 반드시 활용해야 한다. '기술스택 비교', '인프라 비용 계산', '스택 선정' 등에 사용한다. 단, 시장 분석이나 MVP 설계는 이 스킬의 범위가 아니다.
TechStack Decision Matrix — 기술스택 의사결정 매트릭스
사이드프로젝트에 최적화된 기술스택 비교, 비용 산출, 추천 조합.
평가 기준 프레임워크 (5축)
1. 학습 곡선 (Learning Curve): 새로 배우는 데 걸리는 시간
2. 개발 속도 (Development Speed): MVP까지의 소요 시간
3. 운영 비용 (Operating Cost): 월 인프라 비용
4. 확장성 (Scalability): 사용자 증가 시 대응 용이성
5. 생태계 (Ecosystem): 라이브러리, 커뮤니티, 채용 시장프론트엔드 비교
| 프레임워크 | 학습 | 속도 | 생태계 | 적합 | 비고 |
|---|---|---|---|---|---|
| Next.js | 3/5 | 5/5 | 5/5 | 웹앱, SaaS | SSR+API 통합 |
| React (Vite) | 3/5 | 4/5 | 5/5 | SPA, 대시보드 | 유연성 최고 |
| Vue.js | 4/5 | 4/5 | 4/5 | 중소 프로젝트 | 쉬운 학습 |
| Svelte | 4/5 | 4/5 | 3/5 | 성능 중시 | 번들 크기 최소 |
| Astro | 4/5 | 5/5 | 3/5 | 콘텐츠/블로그 | 정적 사이트 |
| Flutter Web | 3/5 | 3/5 | 3/5 | 크로스 플랫폼 | 모바일 겸용 |
백엔드 비교
| 프레임워크 | 학습 | 속도 | 성능 | 적합 | 비고 |
|---|---|---|---|---|---|
| Next.js API | 4/5 | 5/5 | 3/5 | 풀스택, BFF | 프론트 통합 |
| FastAPI (Python) | 4/5 | 4/5 | 4/5 | API, AI/ML | 타입 힌트 |
| Express (Node) | 4/5 | 4/5 | 3/5 | 범용 API | 유연성 |
| Django | 3/5 | 4/5 | 4/5 | 관리자 필요 시 | 배터리 포함 |
| Spring Boot | 2/5 | 3/5 | 5/5 | 대규모 시스템 | 과투자 주의 |
| Go (Fiber) | 3/5 | 3/5 | 5/5 | 고성능 API | 동시성 강점 |
데이터베이스 비교
| DB | 유형 | 무료 티어 | 적합 | 비고 |
|---|---|---|---|---|
| Supabase (PostgreSQL) | SQL | 500MB, 50K MAU | CRUD 앱, 인증 포함 | Firebase 대안 |
| PlanetScale (MySQL) | SQL | 1GB, 1B reads | 확장성 필요 시 | 브랜칭 기능 |
| Firebase Firestore | NoSQL | 1GB, 50K reads/일 | 실시간, 모바일 | 구글 생태계 |
| MongoDB Atlas | NoSQL | 512MB | 유연한 스키마 | JSON 네이티브 |
| Turso (SQLite) | SQL | 9GB, 500 DB | 엣지, 빠른 시작 | 서버리스 |
| Neon (PostgreSQL) | SQL | 3GB | Next.js 궁합 | 서버리스 PG |
인프라·배포 비용 비교
무료 티어 활용 스택
$0/월 스택:
호스팅: Vercel Free (100GB 대역폭)
DB: Supabase Free (500MB)
인증: Supabase Auth (50K MAU)
스토리지: Supabase Storage (1GB)
도메인: 서브도메인 (*.vercel.app)
이메일: Resend Free (100/일)
적합: MVP 검증, 초기 사용자 100명 이하저비용 스택 ($10-30/월)
호스팅: Vercel Pro ($20/월) 또는 Railway ($5~)
DB: Supabase Pro ($25/월) 또는 PlanetScale Scaler ($29/월)
도메인: 연 $12-15
이메일: Resend ($20/월)
모니터링: Sentry Free
총: $25-50/월 (약 3-7만원)
적합: 유료 사용자 100-1,000명스택 ROI 계산
손익분기점 = 월 운영비 / (ARPU × 유료전환율 × MAU)
예시:
월 운영비: 5만원
구독료: 9,900원/월
유료 전환: 3%
필요 MAU: 5만 / (9,900 × 0.03) = 168명
168명의 활성 사용자가 필요추천 스택 조합
웹 SaaS (1인 개발자)
✅ 추천: Next.js + Supabase + Vercel + Tailwind CSS
- 풀스택 통합
- 무료 시작 → 유료 스케일
- 인증·DB·스토리지 올인원
- 학습 곡선 보통, 생산성 최고모바일 앱
✅ 추천: Flutter + Firebase + Google Play/App Store
- iOS + Android 동시
- 실시간 DB, 푸시 알림 내장
- 무료 시작 → 유료 스케일
대안: React Native + Expo + SupabaseAI/ML 제품
✅ 추천: Next.js + FastAPI + OpenAI API + Vercel + Railway
- 프론트: Next.js (Vercel)
- AI 백엔드: FastAPI (Railway)
- LLM: OpenAI/Anthropic API
- DB: Supabase (벡터 검색 pgvector)콘텐츠/블로그
✅ 추천: Astro + Markdown + Vercel + 무료 CMS
- 빌드 시 정적 생성 (빠름, 저비용)
- SEO 최적화 내장
- $0/월 운영 가능의사결정 매트릭스 출력 형식
## 기술스택 비교 매트릭스
| 기준 (가중치) | 옵션 A | 옵션 B | 옵션 C |
|-------------|--------|--------|--------|
| 학습곡선 (20%) | 4/5 | 3/5 | 5/5 |
| 개발속도 (30%) | 5/5 | 4/5 | 3/5 |
| 운영비용 (20%) | 5/5 | 3/5 | 4/5 |
| 확장성 (15%) | 4/5 | 5/5 | 3/5 |
| 생태계 (15%) | 5/5 | 5/5 | 3/5 |
| **가중 합계** | **4.6** | **3.9** | **3.7** |
| **추천** | ✅ 1순위 | 2순위 | 3순위 |참고
- 2024-2025 시장 기준, 가격·무료 티어는 변동 가능
- 상세 스택 가이드:
references/techstack-details.md참조
© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Compare with similar skills
Techstack Decision Matrix 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 |
|---|---|---|---|---|---|---|
| Techstack Decision Matrix this skillrevfactory/harness-100 | 1.3k | — | ~903 | Automated safety check: Pass | Apache-2.0 | |
| Next Supabase Vercel BundleLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.3k | Automated safety check: Notes | MIT | |
| SQL Database Support for pRESTprest/prest | 4.6k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Crudwujun728/jun_java_plugin | 240 | — | ~2.8k | Automated safety check: Pass | None | |
| NpgsqlrestNpgsqlRest/NpgsqlRest | 132 | — | ~7k | Automated safety check: Notes | MIT | |
| Azure Storagemicrosoft/GitHub-Copilot-for-Azure | 255 | 2 repos | ~1.3k | Automated safety check: Pass | MIT |
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Questions about Techstack Decision Matrix
What does Techstack Decision Matrix do?
사이드프로젝트 기술스택을 체계적으로 비교·선정하는 의사결정 매트릭스. An agent skill from revfactory/harness-100. Techstack Decision Matrix is an agent skill from revfactory/harness-100. 사이드프로젝트 기술스택을 체계적으로 비교·선정하는 의사결정 매트릭스.
When should I use Techstack Decision Matrix?
Techstack Decision Matrix fits situations like: databases work in your project.
How do I install Techstack Decision Matrix in Claude Code?
Run `npx skills add revfactory/harness-100 --skill techstack-decision-matrix -a claude-code`. Or copy the skill folder (ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix in revfactory/harness-100) into .claude/skills/techstack-decision-matrix in your project. Claude Code loads it when a task matches its description.
How do I install Techstack Decision Matrix in Codex?
Run `npx skills add revfactory/harness-100 --skill techstack-decision-matrix -a codex`. Or copy the skill folder (ko/79-side-project-launcher/.claude/skills/techstack-decision-matrix in revfactory/harness-100) into .agents/skills/techstack-decision-matrix in your project. Codex loads it when a task matches its description.
Can I use Techstack Decision Matrix in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill techstack-decision-matrix -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/techstack-decision-matrix, .gemini/skills/techstack-decision-matrix, .github/skills/techstack-decision-matrix and .opencode/skills/techstack-decision-matrix in your project.
What does Techstack Decision Matrix need to run?
SKILL.md names no scripts, command-line tools or credentials: Techstack Decision Matrix is instructions for the agent only.
Does Techstack Decision Matrix access the network?
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.
Is Techstack Decision Matrix safe to install?
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.
What licence does Techstack Decision Matrix use?
Techstack Decision Matrix is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Techstack Decision Matrix use?
About 903 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Techstack Decision Matrix?
Skills that share tags, products or a category with Techstack Decision Matrix: Next Supabase Vercel Bundle (LeoYeAI/openclaw-master-skills, 2.2k stars), SQL Database Support for pREST (prest/prest, 4.6k stars), Crud (wujun728/jun_java_plugin, 240 stars) and Npgsqlrest (NpgsqlRest/NpgsqlRest, 132 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Techstack Decision Matrix?
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.