Use Cases

Score A Variable-length List Of Text Options With One Probability Each

1 project

Score Ai-written Copy Against 5 Lint Rules And Fail A Build Below 5/5

1 project

Score And Analyze Resume Health With Actionable Fixes

1 project

Score And Prioritize Leads And Accounts

1 project

Score And Refine Creative Ideas Against Cannes-calibrated Criteria

1 project

Score And Track Agent Config Quality In CI

1 project

Score Answers Against Ordered Rubrics

1 project

Score Code Comments For Accuracy And Usefulness Against Source

1 project

Score Customer Frustration Or Churn Risk

1 project

Score Drafts For Directness, Trust, Authenticity, And Density

1 project

Score Each Tool Call/result For Keep-or-drop Via One Fast Jev Request

1 project

Score Finding Severity And Route To Focused Reviewer Passes

1 project

Score Fine-tuning Examples

1 project

Score Inputs Against A Scale

1 project

Score Llm Application Outputs

1 project

Score Mcp Server Health And Security

1 project

Score Model Outputs

1 project

Score Network Endpoints Via Reverse Dns Verdicts

1 project

Score Production Traffic With Prompt-based Judges

1 project

Score Rag Pipelines For Retrieval And Answer Quality

1 project

Score Repository Health Across 11 Categories

1 project

Score Runtime-defined Options Without Generating Response Text

1 project

Score Runtime-defined Yes/no Or Multi-option Decisions From Model Logits

1 project

Score Task Progress From Screen Images

1 project

Score Text Quality With Cited Findings

1 project

Score-conditioned Generation With Custom Abc Scores

1 project

Scoring Content On Ordered Levels

1 project

Scoring Game Controller Buttons From Image Patches (doom, Chess)

1 project

Scoring Task Completion On A 5-bin Scale

1 project

Scrape A Full Site Or Crawl All Urls With One Request

1 project

Scrape A Known Url Into Markdown Or Schema-matched Json

1 project

Scrape And Deduplicate Jobs From Multiple Job Portals

1 project

Scrape Bot-protected Sites Without Getting Blocked

1 project

Scrape Cloudflare- And Bot-protected Pages

1 project

Scrape Documentation Sites Into Markdown Knowledge Bases

1 project

Scrape E-commerce Pricing, Reviews, And Bestsellers

1 project

Scrape E-commerce Sites For Pricing And Product Data

1 project

Scrape Github Repos Into Ai-ready Knowledge Assets

1 project

Scrape Javascript-rendered Or Bot-protected Pages

1 project

Scrape Js-heavy Pages Without Proxy Setup

1 project

Scrape Js-heavy Sites With Playwright Rendering

1 project

Scrape Linkedin Profiles And Jobs

1 project

Scrape Or Interact With Bot-protected Sites And Login Walls

1 project

Scrape Page Content As Markdown, Html, Links, Or Images

1 project

Scrape Pages And Export Pdfs Or Diagrams

1 project

Scrape Platform Data Via Browser Cdp Reusing Login State

1 project

Scrape Product Prices And Catalogs At Scale

1 project

Scrape Search Engine Results Pages Via Google Search Scraper

1 project

Scrape Search Results And Content For AI Agents

1 project

Scrape Sites Into Structured Json Via Css-selector Schema

1 project

Scrape Taobao/aliexpress Listings For China Sourcing Vs Avito

1 project

Scrape Urls Into Clean Markdown For Llm Context

1 project

Scrape Web Content For Agent Pipelines

1 project

Scrape Web Content Without Vision Models

1 project

Scrape Web Page Content For Agents

1 project

Scrape Web Pages Into Markdown For Llm Workflows

1 project

Screen Agents Driving A Real Desktop

1 project

Screen And Audio Recording

1 project

Screen Changes For Security, Reliability And Compatibility Risks

1 project

Screen Cvs Against Job Requirements

1 project

Screen Event-driven Data: Earnings Forecasts, Buybacks, Shareholder Changes

1 project

Screen Fetched Web Content For Prompt Injection

1 project

Screen Kyc Onboarding Documents With A Rules Engine

1 project

Screen Markets For Gainers And Technical Signals

1 project

Screen Page-provided Tool Manifests For Prompt-injection Style Agent Instruction

1 project

Screen Prediction Markets For Potential Betting Opportunities

1 project

Screen Prompts And Documents For Injection

1 project

Screen Prompts And Tool Results For Prompt Injection

1 project

Screen Proposed Coding Approaches Before Implementation

1 project

Screen Resumes Into A Shortlist Sheet

1 project

Screen Stocks By Roe, Dividend Yield, Equity Ratio

1 project

Screen Stocks Using Trading Strategies

1 project

Screen The Whole Market By Any Xbrl Tag (e.g. R&d, Net Income)

1 project

Screen Tool Calls

1 project

Screen Tool Calls Via Mcp Evaluation Servers

1 project

Screen Understanding Without A Vision Model Via A11y Tree + Ocr

1 project

Screen Untrusted Content

1 project

Screen Vision Q&a: Read, Translate, Explain Errors

1 project

Screen-aware Character Reactions

1 project

Screen-capture Ocr Memory, Dictation, And Clipboard (pro)

1 project

Screening Industries Or Indices With Funnel And Quality Filters

1 project

Screenplay And Storyboard Creation

1 project

Screenshot And Element-annotation Debugging

1 project

Screenshot And Gallery Image Understanding

1 project

Screenshot Capture With Numbered Element Marks

1 project

Screenshot Or Full-page Shot Of A Rendered Page

1 project

Screenshot, Click, Type And Clipboard Control In An Agent-owned X11 Workspace

1 project

Script Agent Workflows And Orchestration Services Via The Typescript Sdk

1 project

Script Desktop Interaction From The Cli For Debugging And Headless Agent Loops

1 project

Script Flight Searches In CI Or Shell Pipelines Via The Fli Cli

1 project

Script Interpretability Experiments With The Python Sdk

1 project

Script Local Llm Workflows In CI Or Shell Pipelines

1 project

Script Mcp Server Smoke Tests In CI Via The Cli With Json Output

1 project

Script Repeatable Mcp Tool/resource Workflows With Jq And Shell Pipelines

1 project

Script Smart Home Control From The Terminal With A Cli And Tui

1 project

Script Tool Workflows And Cli Execution

1 project

Script Vault Retrieval From The Cli With Filters And Json Output

1 project

Script Video Edits Programmatically Through A Json Project File

1 project

Scriptable Json Output For Tmux, Sketchybar, Raycast Or Shell Prompts

1 project

Scriptable Memory Access Via Cli And Sdk

1 project