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[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple pure frontend component for a e-commerce/checkout product. The feature is a Checkout workspace called 'Workspace 1'. R...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple React TypeScript component for a e-commerce checkout. It must implement the requested order-record interaction, calcul...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple Express TypeScript route module for a admin dashboard. At /api/admin-recipes-0, it must create and list records and de...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple full-stack TypeScript feature for a authentication. Provide an Express route and a React client that communicate throu...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple React TypeScript component for a chat interface. It must implement the requested conversation-record interaction, calc...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple Express TypeScript route module for a data table. At /api/table-recipes-1, it must read a record and toggle its active...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple full-stack TypeScript feature for a onboarding flow. Provide an Express route and a React client that communicate thro...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple React TypeScript component for a settings page. It must implement the requested preference-record interaction, calcula...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple Express TypeScript route module for a media gallery. At /api/gallery-recipes-2, it must return an explicitly limited p...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple full-stack TypeScript feature for a calendar. Provide an Express route and a React client that communicate through /ap...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium pure frontend component for a e-commerce/checkout product. The feature is a Checkout workspace called 'Workspace 11'. ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium React TypeScript component for a kanban board. It must implement the requested card-record interaction, calculate the ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium Express TypeScript route module for a map workspace. At /api/map-recipes-0, it must filter and paginate records and de...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium full-stack TypeScript feature for a notification center. Provide an Express route and a React client that communicate ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium React TypeScript component for a search interface. It must implement the requested result-record interaction, calculat...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium Express TypeScript route module for a pricing page. At /api/pricing-recipes-1, it must validate and create a batch wit...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium full-stack TypeScript feature for a profile page. Provide an Express route and a React client that communicate through...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium React TypeScript component for a file upload flow. It must implement the requested file-record interaction, calculate ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium Express TypeScript route module for a comment system. At /api/comments-recipes-2, it must apply a validated bulk activ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium full-stack TypeScript feature for a booking scheduler. Provide an Express route and a React client that communicate th...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex pure frontend component for a e-commerce/checkout product. The feature is a Checkout workspace called 'Workspace 21'....
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex React TypeScript component for a analytics dashboard. It must implement the requested metric-record interaction, calc...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex Express TypeScript route module for a multi-step wizard. At /api/wizard-recipes-0, it must return a nontrivial groupe...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex full-stack TypeScript feature for a landing page. Provide an Express route and a React client that communicate throug...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex React TypeScript component for a blog CMS. It must implement the requested article-record interaction, calculate the ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple pure backend API route/handler for a admin dashboards product. The feature is a Admin dashboard workspace called 'Work...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple Express TypeScript route module for a payment form. At /api/payment-recipes-3, it must delete one record by integer id...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple full-stack TypeScript feature for a review and rating system. Provide an Express route and a React client that communi...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple React TypeScript component for a e-commerce checkout. It must implement the requested order-record interaction, calcul...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple Express TypeScript route module for a admin dashboard. At /api/admin-recipes-4, it must create and list records and de...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple full-stack TypeScript feature for a authentication. Provide an Express route and a React client that communicate throu...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple React TypeScript component for a chat interface. It must implement the requested conversation-record interaction, calc...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple Express TypeScript route module for a data table. At /api/table-recipes-5, it must read a record and toggle its active...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple full-stack TypeScript feature for a onboarding flow. Provide an Express route and a React client that communicate thro...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a simple React TypeScript component for a settings page. It must implement the requested preference-record interaction, calcula...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium pure backend API route/handler for a admin dashboards product. The feature is a Admin dashboard workspace called 'Work...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium Express TypeScript route module for a media gallery. At /api/gallery-recipes-3, it must perform a conditional update w...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium full-stack TypeScript feature for a calendar. Provide an Express route and a React client that communicate through /ap...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium React TypeScript component for a kanban board. It must implement the requested card-record interaction, calculate the ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium Express TypeScript route module for a map workspace. At /api/map-recipes-4, it must search records by a validated quer...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium full-stack TypeScript feature for a notification center. Provide an Express route and a React client that communicate ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium React TypeScript component for a search interface. It must implement the requested result-record interaction, calculat...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium Express TypeScript route module for a pricing page. At /api/pricing-recipes-5, it must archive and restore records wit...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium full-stack TypeScript feature for a profile page. Provide an Express route and a React client that communicate through...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a medium React TypeScript component for a file upload flow. It must implement the requested file-record interaction, calculate ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex pure backend API route/handler for a admin dashboards product. The feature is a Admin dashboard workspace called 'Wor...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex Express TypeScript route module for a comment system. At /api/comments-recipes-1, it must detect a business conflict ...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex full-stack TypeScript feature for a booking scheduler. Provide an Express route and a React client that communicate t...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex React TypeScript component for a analytics dashboard. It must implement the requested metric-record interaction, calc...
[ { "role": "system", "content": "You are a senior full-stack developer specializing in React, Tailwind CSS, and Node.js backends." }, { "role": "user", "content": "Build a complex Express TypeScript route module for a multi-step wizard. At /api/wizard-recipes-2, it must reorder records with a com...
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Stasis Synthetic Data

Synthetic chat-format coding dataset for Stasis, organised by pillar: multi-turn debugging (Pillar A), execution-verified single-turn generations (Pillar B), UI-to-code, state management and full-stack wiring (Pillar C), architecture reasoning traces, and frontend mastery subsets.

Configs (subsets)

All configs have a single train split.

Config Source folder Files Rows Size
execution-verified-single-turn-generations-pillar-b Execution verified single turn generations (Pillar B) 36 900 3.8 MB
frontend-html-css-fundamentals html-css-fundamentals 34 680 5.31 MB
frontend-nextjs-specific nextjs-specific 33 660 1.93 MB
frontend-premium-ui-design premium-ui-design 34 680 3.72 MB
frontend-react-patterns react-patterns 33 660 4.48 MB
frontend-tailwind-advanced tailwind-advanced 33 660 3.7 MB
frontend-vanilla-js-dom vanilla-js-dom 33 660 4.8 MB
full-stack-wiring-examples-pillar-c Full stack wiring examples (Pillar C) 12 175 2.24 MB
multi-turn-debugging-conversations-pillar-a Multi turn debugging conversations (Pillar A) 45 900 3.57 MB
reasoning-traces-for-architecture-decisions Reasoning traces for architecture decisions 20 300 1.47 MB
state-management-edge-cases-pillar-c State management edge cases (Pillar C) 25 375 1.25 MB
ui-to-code-pairs-pillar-c UI to code pairs (Pillar C) 28 420 1.44 MB
Total 366 7,070 37.71 MB
from datasets import load_dataset
ds = load_dataset("ShivankXD/stasis-synthetic-data", "execution-verified-single-turn-generations-pillar-b", split="train")

Format

JSON Lines (data/<config>/*.jsonl), one conversation per line in chat format:

{"messages": [{"role": "system", "content": "..."}, {"role": "user", "content": "..."}, {"role": "assistant", "content": "..."}]}

Fields: messages (list of {role, content}; roles system, user, assistant). Most rows are system → user → assistant; multi-turn configs contain additional user/assistant turns.

Intended use

Supervised fine-tuning and training of the Stasis models (coding, frontend, and reasoning behaviour).

Generation

Generated by the author's own Python template scripts (template-generated JSONL). No third-party AI model was used to generate this data.

License

CC-BY-4.0.

Limitations

  • Synthetic data: code and explanations may contain errors and were not all verified at scale; review before relying on outputs.
  • Narrow domain (software engineering, web/frontend) and English only.
  • Contact details, card numbers, and names that appear inside examples are placeholders (e.g. you@example.com, Stripe test card 4242…), not real personal data.
  • Templated generation can produce repetitive structure across rows.
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