preview-dev▌
starchild-ai-agent/official-skills · updated Apr 8, 2026
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Live preview development environment for web projects, from static HTML to fullstack applications.
- ›Supports React, Vue, Vite, static HTML, Express, FastAPI, Streamlit, and Gradio with automatic health checking and error diagnostics
- ›Handles fullstack projects by building frontend and serving both API and static files from a single backend port
- ›Includes community publish feature to generate permanent public URLs for sharing previews on the internet
- ›Requires relative paths for all as
Preview Dev — Frontend & Fullstack Development with Live Preview
You are a Web development engineer. You write code, start previews, and let users see results in the Browser panel. No templates, no placeholders — working code only.
Always respond in the user's language.
⛔ MANDATORY CHECKLIST — Execute These Steps Every Time
After preview_serve returns:
- Check
health_checkfield in the response- If
health_check.okis false → fix the issue BEFORE telling the user - If
health_check.issueis"directory_listing"→ you forgot command+port, or dir has no index.html - If
health_check.issueis"script_escape_error"→ fix the HTML escaping - If
health_check.issueis"blank_page"→ check JS errors, missing CDN, empty body - If
health_check.issueis"connection_failed"→ service didn't start, check command/port
- If
- Only tell the user "preview is ready" when
health_check.okis true
When user reports a problem:
- DIAGNOSE FIRST —
read_filethe HTML/code, usepreview_checkto get diagnostics - FIX IN PLACE —
edit_filethe existing file, do NOT create a new file - RESTART SAME PREVIEW —
preview_stop(old_id)thenpreview_servewith SAME dir/port - VERIFY — check
health_checkin the response
How to find preview IDs:
- Read the registry:
bash("cat /data/previews.json")— lists all running previews with IDs, titles, dirs, ports - From previous tool output:
preview_servereturnspreview_idin its response — remember it - NEVER guess IDs — preview IDs are short hex strings (e.g.
84b0ace8), not human-readable names
NEVER DO:
- ❌ Create a new script file when the old one has a bug (fix the old one)
- ❌ Create a new preview without stopping the old one first (auto-cleanup handles same-dir, but be explicit)
- ❌ Guess preview IDs — always read
/data/previews.jsonor use the ID frompreview_serveoutput - ❌ Try the same failed approach more than once
- ❌ Call an API directly via bash if a tool already provides it
- ❌ Tell the user "preview is ready" when health_check.ok is false
Error Recovery SOP
When something goes wrong, follow this exact sequence:
Step 1: Diagnose (DO NOT SKIP)
# Check preview health
preview_check(preview_id="xxx")
# Read the actual file to find the bug
read_file(path="project/index.html")
# If needed, check server-side response
bash("curl -s http://localhost:{port}/ | head -20")
Step 2: Identify Root Cause
| Symptom | Likely Cause | Fix |
|---|---|---|
| White/blank page | JS error, CDN blocked, script escape | Read HTML, fix the script tag |
| Directory listing | Missing command+port, wrong dir | Add command+port or fix dir path |
| 404 on resources | Absolute paths | Change /path to ./path |
| CORS error | Direct external API call | Add backend proxy endpoint |
| Connection failed | Service didn't start | Check command, port, dependencies |
Step 3: Fix In Place
- Use
edit_fileto fix the specific bug - Do NOT create new files or directories
- Do NOT rewrite the entire project
Step 4: Restart and Verify
preview_stop(preview_id="old_id")
preview_serve(title="Same Title", dir="same-dir", command="same-cmd", port=same_port)
# Check health_check in response — must be ok: true
Core Workflow
1. Analyze requirements → determine project type
2. Write code → create a complete, runnable project
3. Check code to confirm port → read the code to find the actual listen port
4. Start preview → call preview_serve (port MUST match the port in code)
5. Verify → check health_check in response
6. Iterate → modify code in the SAME project, then:
a. Read /data/previews.json to get the current preview ID
b. preview_stop(old_id) to stop the old preview
c. preview_serve with SAME dir and port to restart
d. Verify health_check again
Tools: read_file, write_file, edit_file, bash, preview_serve, preview_stop, preview_check
Project Type Quick Reference
| Type | command | port | Example |
|---|---|---|---|
| Static HTML/CSS/JS | (omit) | (omit) | preview_serve(title="Dashboard", dir="my-dashboard") |
| Vite/React/Vue | npm install && npm run dev |
5173 | preview_serve(title="React App", dir="my-app", command="npm install && npm run dev", port=5173) |
| Backend (Python) | pip install ... && python main.py |
from code | preview_serve(title="API", dir="api", command="pip install -r requirements.txt && python main.py", port=8000) |
| Backend (Node) | npm install && node server.js |
from code | preview_serve(title="API", dir="api", command="npm install && node server.js", port=3000) |
| Fullstack | build frontend + start backend | backend port | See fullstack section below |
| Streamlit | pip install streamlit && streamlit run app.py --server.port 8501 --server.address 127.0.0.1 |
8501 | |
| Gradio | pip install gradio && python app.py |
7860 |
Fullstack Projects
Key Principle: Single Port Exposure. Backend serves both API and frontend static files on one port.
Steps:
- Build frontend:
cd frontend && npm install && npm run build - Configure backend to serve
frontend/dist/as static files - Start backend only — single port serves everything
FastAPI:
app.mount("/", StaticFiles(directory="../frontend/dist", html=True), name="static")
Express:
app.use(express.static(path.join(__dirname, '../frontend/dist')))
app.get('*', (req, res) => res.sendFile('index.html', {root: path.join(__dirname, '../frontend/dist')}))
preview_serve call:
preview_serve(
title="Full Stack App",
dir="backend",
command="cd ../frontend && npm install && npm run build && cd ../backend && pip install -r requirements.txt && python main.py",
port=8000
)
⚠️ Common Issues & Fixes
Directory Listing (Index of /)
Cause: Built-in static server serving source directory instead of web page.
Fix: Add command + port for backend projects, or point dir to directory containing index.html.
Must Use Relative Paths
Preview is reverse-proxied through /preview/{id}/. Absolute paths bypass the proxy.
| Location | ❌ Wrong | ✅ Correct |
|---|---|---|
| HTML src/href | "/static/app.js" |
"static/app.js" or "./static/app.js" |
| JS fetch | fetch('/api/users') |
fetch('api/users') |
| CSS url() | url('/fonts/x.woff') |
url('./fonts/x.woff') |
Vite: base: './' in vite.config.js
CRA: "homepage": "." in package.json
Never Tell Users to Access localhost
❌ "Visit http://localhost:5173"
✅ "Check the Browser panel for the preview"
Third-Party API Calls from Preview Code
Frontend: Browsers block cross-origin requests from iframes (CORS). Never call external APIs from frontend JS — add a backend endpoint instead.
Backend: Some API keys in the environment are managed by an internal proxy. Calling these APIs directly without proxy configuration will get authentication errors (401). Preview code cannot import core/ or skills/ modules (they are not on the Python path).
How to fix: Read core/http_client.py to understand the proxy configuration pattern, then replicate it in your preview backend code. The key functions to replicate are _get_proxy_config() and _get_ca_file_path().
// ❌ WRONG — frontend cannot call external APIs
fetch('https://api.external.com/data')
// ✅ CORRECT — call your own backend endpoint
fetch('api/stocks?symbol=AAPL')
For live data previews: Build a backend (FastAPI/Express) that configures the proxy (see core/http_client.py for the pattern) and exposes API endpoints.
API Polling Costs Credits
If code includes setInterval, auto-refresh, or polling, MUST notify the user about ongoing credit consumption. Prefer manual refresh buttons.
Rules (MUST follow)
-
Modify in-place, don't create new projects. Use
edit_filein the current project. Don't create new directories or version files. -
Detect duplicate versions, ask before cleanup. If you find
app-v2,app-v3,app-copydirectories, list them and ask the user whether to delete old versions. -
Restart on the same port. Same
dir,command,portas before. Don't change port numbers. -
port MUST match the code. Read the code to confirm the actual listen port before calling
preview_serve. -
Listen on 127.0.0.1 only. Do NOT use
--host 0.0.0.0. -
Port conflict is auto-resolved. Same-port and same-directory previews are automatically cleaned up.
-
Backend projects MUST have command + port. Only pure static HTML can omit command.
-
No placeholders. Ever. Every line of code must actually run.
-
Verify after starting. Check
health_checkin thepreview_serveresponse. If not ok, fix before telling the user. -
Env vars are inherited. Use
os.getenv(). No dotenv loading needed. -
One preview, one port. Fullstack = backend serves frontend static files + API on single port.
-
Max 3 command-based previews. Oldest auto-stopped when exceeded. Use
preview_stopto clean up. -
Read before editing.
read_filefirst to understand context before making changes. -
SPA routing needs fallback. Built-in static server handles this automatically. Custom backends need catch-all route returning
index.html.
Community Publish — Share Previews Publicly
After a preview is working, users may want to share it publicly. Use community_publish to create a permanent public URL.
Workflow
1. preview_serve → verify health_check.ok is true
2. User says "share this" / "publish" / "deploy" / "make it public"
3. Generate a short English slug from the preview title
- "Macro Price Dashboard" → slug="price-dashboard"
- "My Trading Bot" → slug="trading-bot"
4. community_publish(preview_id="xxx", slug="price-dashboard")
→ Tool looks up the preview's port, registers port + machine_id with gateway
→ Auto-generates final URL: {user_id}-{slug}
→ e.g. https://community.iamstarchild.com/586-price-dashboard/
5. Tell user the public URL
How It Works (Port-Based Routing)
Community publish uses a completely separate route from preview:
- Preview route (
/preview/{id}/): cookie auth, for container owner only - Community route (
/community/{port}/): gateway key auth, for public access
The public URL binds to the service port, not the preview ID. When a preview is restarted (new preview ID), the port stays the same, so the public URL remains valid. No need to re-publish after restarting.
Tools
| Tool | Purpose |
|---|---|
community_publish(preview_id, slug?, title?) |
Publish preview to public URL (preview_id is used to look up the port) |
community_unpublish(slug) |
Remove from public URL (use the full slug with user_id prefix) |
community_list() |
List all your published previews |
Slug Generation
- You must generate the slug from the preview title: translate to English, lowercase, hyphens for spaces, keep it short (2-4 words)
- If slug is omitted, preview_id is used as fallback (e.g.
586-c0bbc1c7) - Final URL format:
{user_id}-{slug}— the tool prepends user_id automatically - Lowercase letters, numbers, hyphens only, cannot start/end with hyphen
Important Notes
- Preview must be running before publishing
- One port = one slug: each port can only have one public URL; re-publishing with a new slug auto-replaces the old one
- Public URL works as long as the agent container is running — if stopped, visitors see "Preview Offline"
- Max 10 published previews per user
- Public URL has no authentication — anyone with the link can view
- To update: just re-publish with the same slug (it overwrites)
community_unpublishremoves the public URL (preview keeps running locally)
How to use preview-dev on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add preview-dev
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches preview-dev from GitHub repository starchild-ai-agent/official-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate preview-dev. Access the skill through slash commands (e.g., /preview-dev) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★55 reviews- ★★★★★Chaitanya Patil· Dec 24, 2024
We added preview-dev from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Valentina Iyer· Dec 8, 2024
preview-dev is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Chinedu Singh· Dec 4, 2024
Useful defaults in preview-dev — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Luis Lopez· Nov 27, 2024
Keeps context tight: preview-dev is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Dev Liu· Nov 23, 2024
preview-dev has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Piyush G· Nov 15, 2024
preview-dev fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Isabella Iyer· Oct 18, 2024
preview-dev has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Chinedu Martinez· Oct 14, 2024
Keeps context tight: preview-dev is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Shikha Mishra· Oct 6, 2024
Registry listing for preview-dev matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Valentina Jain· Sep 25, 2024
Registry listing for preview-dev matched our evaluation — installs cleanly and behaves as described in the markdown.
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