Gemini 3.8 Flash

Gemini 3.8 Flash · Prompts and workflows

Tasks you can hand to Gemini 3.8 Flash

Browse executable prompts and workflows by task, content type, and runtime. Each card shows inputs, verification status, and the original source.

Runtimes vary by resource and may include an API, CLI, agent framework, or browser coding environment. Check each card for details.

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11 / 11
Source reviewedGoogle AI for Developers

Configure a validated Gemini function-calling loop

Have the model propose constrained function calls, validate and execute them in the application, then return function_result with a clear execution boundary.

Content typeConfiguration
InputsTool schema, Authorized API, Failure policy, Human-confirmation rules
StatusGoogle Gemini Interactions API with a controlled function allowlist, argument validation, timeouts, and logging policy.
API configurationAgent
Source reviewedGoogle AI for Developers

Extract document facts into validated JSON

Use Gemini 3.8 Flash to extract facts from long documents into stable JSON, then validate the result in your application.

Content typePrompt
InputsSource document, Field schema, Missing-field policy
StatusGoogle Gemini API with JSON Schema/structured output support in the selected SDK or REST configuration.
API configurationInformation extraction
Editorial exampleReddit / r/googleantigravity

Turn a product specification into reviewable coding tasks

Convert requirements, constraints, and acceptance criteria into a staged coding plan with inspectable outputs at every step.

Content typeWorkflow
InputsProduct specification, Repository context, Technical constraints, Acceptance criteria
StatusA local repository and a coding Agent with read/write access; human approval is required for destructive or external side effects.
WritingCodingAgent
Editorial exampleReddit / r/GeminiAI

Build a checkable Three.js 3D grass-hut prototype

Turn a visual brief into a runnable Three.js prototype with explicit scene, interaction, performance, and acceptance constraints.

Content typeWorkflow
InputsScene brief, Model/texture sources, Interaction list, Target device
StatusA local development environment with npm, Vite, and a modern browser; install three and any loaders yourself.
Visual prototypeCoding
Source reviewedGoogle AI for Developers / Google DeepMind

Configure the Gemini 3.8 Flash API

A checkable starting point for the model ID, thinking level, and request parameters.

Content typeConfiguration
InputsAPI key, model ID, request body
StatusGoogle AI API / Interactions API
API configuration
Source reviewedGoogle AI for Developers

Break an Agent task down with structured prompting

Separate role, constraints, context, task, and output format; plan, execute, then validate.

Content typePrompting guide
Inputstask goal, context, output format
StatusGemini API or a structured-prompt client
AgentWriting
Source reviewedReddit / r/GoogleAntigravityCLI

Build a four-layer fact-checking Agent for Antigravity

Check local manuals first, inspect the environment read-only, consult official docs when needed, and refuse when facts cannot be verified.

Content typeWorkflow
Inputslocal manual, workspace path, official docs URL
StatusAntigravity CLI
AgentInformation extraction
UnverifiedX (Twitter)

Turn a YouTube video into reusable editing rules

Extract visual, audio, and timeline observations from a video URL and return JSON rules for implementation.

Content typeWorkflow
InputsYouTube URL, output JSON schema, preview feedback
StatusGemini API + Claude Code
Information extractionVisual prototype
Source reviewedReddit / r/googleantigravity

Reduce repeated Agent scans with a code map

Maintain a small code knowledge base, locate relevant files, and limit looping reads and unbounded edits.

Content typeWorkflow
Inputscode map, knowledge base, target task
StatusAntigravity 2.0
CodingAgent
UnverifiedX (Twitter)

Generate an SVG animation prototype

Request an SVG animation with explicit scene constraints and treat the result as a creative prototype, not a quality guarantee.

Content typeExample
Inputsscene brief, animation constraints, preview method
StatusGemini 3.8 Flash client or API
Visual prototype
Source reviewedGitHub

Connect Gemini to an LLM CLI toolchain

Configure the exact model, thinking level, and optional tools for an auditable command-line workflow.

Content typeConfiguration
InputsAPI key, CLI config, tool permissions
StatusLLM CLI + Google Gemini plugin
API configurationCoding

Gemini 3.8 Flash

Use Gemini 3.8 Flash in Tabbit

After downloading, check the models and features available to your account. API and local-code steps still require their own runtime.