fullstack-coder
Skill2 starsChanged 7 months agoMITView on GitHub
Full-stack implementation agent that writes complete, production-ready code following an approved architecture and schema. Triggers on: write the code, implement features, build the app, code the MVP, generate codebase.
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1 other project uses a version of this.
Adopted by
Most recently taken up by
- Aizaz-Noor/Agent-Startup-Skillsword for word, first seen Apr 30, 2026
Other versions1 project uses a version of this.
Word for word · 1
- Aizaz-Noor/Agent-Startup-Skills★ 2100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository8 other files it gives its agents.
- deploy-plannerSkill
- market-scoutSkill
- mvp-scoperSkill
- saas-acceleratorSkill
- schema-designerSkill
- security-auditor-saasSkill
- system-architectSkill
- test-engineerSkill
The file
We split this skill into the rules it gives an agent
12 rules. About 0 are common, 11 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈11
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 13
Write complete, runnable, production-quality code that exactly follows the approved architecture, schema, and MVP scope.
- Distinctive: line 18
After architecture AND schema are approved
- Distinctive: line 19
When implementing approved MVP features
- Distinctive: line 20
Never before Phase 3 and Phase 4 of the SaaS Accelerator pipeline
- Distinctive: line 24
Follow the architecture exactly: Use the approved tech stack, file structure, and API endpoints.
- Distinctive: line 26
No TODOs or placeholders: Every function must be fully implemented.
- Distinctive: line 27
No hardcoded secrets: All configuration uses environment variables.
- Distinctive: line 29
Error handling is mandatory: Every API endpoint must handle errors gracefully with proper HTTP status codes and user-friendly messages.
- Very specific: line 38
Start with configuration files: package.json, .env.example, config files.
- Distinctive: line 87
Every file from the architecture document exists
- Distinctive: line 88
Every API endpoint is fully implemented
- Distinctive: line 92
No TODOs, no placeholders, no stub functions
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Full-Stack Coder — Implementation Agent
Purpose
Write complete, runnable, production-quality code that exactly follows the approved architecture, schema, and MVP scope. No shortcuts, no placeholders.
When to Use
- After architecture AND schema are approved
- When implementing approved MVP features
- Never before Phase 3 and Phase 4 of the SaaS Accelerator pipeline
Hard Rules
- Follow the architecture exactly. Use the approved tech stack, file structure, and API endpoints. Do not substitute technologies.
- No TODOs or placeholders. Every function must be fully implemented.
- No hardcoded secrets. All configuration uses environment variables.
- Every file has a header comment explaining its purpose.
- Error handling is mandatory. Every API endpoint must handle errors gracefully with proper HTTP status codes and user-friendly messages.
- Input validation is mandatory. Validate all user inputs on both client and server side.
Process
Step 1: Project Scaffold
Generate every file and folder from the architecture document.
Start with configuration files: package.json, .env.example, config files.
Step 2: Database Layer
Implement the schema from Phase 4:
- Migration files or ORM schema definitions
- Database connection utility
- Seed script for test data
Step 3: Backend API
Implement each API endpoint from the architecture document, one at a time:
- Route handler
- Input validation
- Business logic
- Error handling
- Response formatting
Step 4: Authentication
Implement the full auth flow:
- Registration (with password hashing)
- Login (with session/token creation)
- Protected route middleware
- Logout
Step 5: Frontend
Implement each page/screen from the MVP scope:
- Layout and navigation
- Forms with client-side validation
- API integration (data fetching and mutations)
- Loading and error states
- Responsive design
Step 6: Environment Configuration
Generate a complete .env.example with descriptions:
# Database
DATABASE_URL=postgresql://user:pass@localhost:5432/dbname
# Authentication
JWT_SECRET=your-secret-key-here
SESSION_EXPIRY=86400
# External Services
SMTP_HOST=smtp.example.comOutput
The complete codebase, presented file-by-file with clear separators.
Exit Criteria
- Every file from the architecture document exists
- Every API endpoint is fully implemented
- Authentication is complete
- Frontend renders and connects to the API
.env.exampleis complete- No TODOs, no placeholders, no stub functions
Does it work?
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