Use Cases

Custom Research Rules Via .dexter/rules.md

1 project

Custom Reward Function Training For Single-turn Agents

1 project

Custom Skill And Slash-command Packs

1 project

Custom-metrics Autoscaling For Inference Services

1 project

Customer Frustration And Urgency Scoring

1 project

Customer Research And Interview Planning

1 project

Customer Service Agents

1 project

Customer Service Bot In Enterprise IM (wecom, Feishu, Dingtalk)

1 project

Customer Support

1 project

Customer Support Agents Recalling Past Tickets

1 project

Customer Support Assistants

1 project

Customer Support Bots

1 project

Customer Support Calls

1 project

Customer Support Recalling Past Tickets And History

1 project

Customer Support Ticket Triage And Drafting

1 project

Customer Support Triage And Escalation

1 project

Customer/sales Intelligence Agent Teams

1 project

Customize Chunking, Prompts, And Llm Functions

1 project

Customize Coding Assistant With Project Rules

1 project

Customize Mcp Server Configuration

1 project

Customize The Codex Desktop Interface With Qq-inspired Or Custom Themes

1 project

Customize Workflow Profiles And Community Schema Bundles

1 project

Cut AI Coding Agent Token Spend Via Cache-weighted Context Compression

1 project

Cut Agent Context Tokens For Navigation And Code Reading

1 project

Cut Agent-loop Token Spend By Routing Routine Steps To Cheaper Models

1 project

Cut And Join Video Clips Losslessly

1 project

Cut And Mix Video/audio With Ffmpeg Rendering

1 project

Cut Codex Token Cost By Routing Each Turn To The Cheapest Capable Model

1 project

Cut Coding-agent Token Usage On Large Repos

1 project

Cut Context Token Spend In Long Claude Code Coding Sessions

1 project

Cut Context Tokens Vs Dumping Claude.md Memory Files

1 project

Cut Context Window Usage From Tool Outputs By ~98%

1 project

Cut Cost With A Draft-to-reference-to-final Model Workflow

1 project

Cut False Starts And Long Pauses, Then Caption The Result

1 project

Cut Frontier-model Token Spend On Non-writing Decisions

1 project

Cut Git Worktrees For Tasks From Github Issues

1 project

Cut Inference Cost For Coding Agents Without Changing Agent Code

1 project

Cut Input Token Spend For Coding Agents Like Claude Code, Cursor, Copilot, Codex

1 project

Cut Lines Of Code An AI Agent Writes Per Task

1 project

Cut Llm Spend On Coding Agents While Keeping Hard Tasks On Strong Models

1 project

Cut Long Livestream Replays Into Short Clips

1 project

Cut Long-form Video Into Shorts With Silence And Scene Detection

1 project

Cut Mcp Tool-schema Token Usage By Up To 99.2% On Tool Discovery

1 project

Cut Preamble, Recaps And Closers From Assistant Answers

1 project

Cut Prompt/context Token Bloat By ~80% Via Progressive Disclosure

1 project

Cut Repeated Prefill Compute Cost For Repeated Prompts

1 project

Cut Terminal Output Token Usage With Rtk Filters And Built-in Optimizations

1 project

Cut Token And Tool-call Cost For Coding Agents On Large Repos

1 project

Cut Token Costs Via Rtk+caveman Prompt Compression

1 project

Cut Token Spend For Coding Agents By Collapsing Repeated File Reads

1 project

Cut Token Usage And Cost For AI Coding Agents

1 project

Cut Token Usage In AI Coding Agents

1 project

Cve Discovery On Binaries, Libraries And Repos

1 project

Cve Lookup And Cwe/cvss Scoring

1 project

Daily A-share/us/hk Market Review And Recap

1 project

Daily Digest And Calendar Brief Of Open Work

1 project

Daily Pulse Proactive Information Cards With Feedback Learning

1 project

Daily Repo Triage Of Issues And Prs

1 project

Data Analysis And Code Generation With The Data Interpreter Agent

1 project

Data Analysis And Research Workflows

1 project

Data Analysis Assistants

1 project

Data Flow Pipelines Mixing AI And Non-ai Services

1 project

Data Pipelines

1 project

Data Quality Checks And Weak Supervision Labeling

1 project

Data Sync From Confluence, Notion, S3, Google Drive

1 project

Data Visualization Generation

1 project

Data-local Memory For Privacy-sensitive Agents

1 project

Dataset Curation And Fine-tuning Workflows

1 project

Db-as-truth Project Pipeline Compiled From Yaml Specs

1 project

Dcf And Financial Modeling

1 project

Dcf Valuation With Japan-specific Wacc Assumptions

1 project

De-duplication And Stability Of Agent-written Memories

1 project

De-identify Clinical Documents Locally

1 project

De-slop Email Copy Using Pas, Aida And Bab Frameworks

1 project

Dead Code And Diagnostic Change Detection

1 project

Dead Code Detection

1 project

Dead Code Detection And Removal

1 project

Debate Hard Decisions Across Multiple Models For Consensus

1 project

Debug 401/404/429/5xx And Streaming Errors When Calling Llm Apis

1 project

Debug A Live Remote User-mode Process

1 project

Debug A Typescript AI Agent Run As A Readable Execution Tree

1 project

Debug A Windows Kernel Inside A VM From Linux Or Macos

1 project

Debug Abap And Amdp Programs

1 project

Debug Agent Data Flow With Event Stream Viewer

1 project

Debug Agent Plans, Actions, And Retries

1 project

Debug Agent Runs Node-by-node With Breakpoints And State Inspection

1 project

Debug Agent Tool Calls Interactively

1 project

Debug Agent Traces And Iterate Prompts With Pxi Agent

1 project

Debug And Compare Prompts Across Llms In A Visual Playground

1 project

Debug And Demo Agents In The Built-in Adk Web Dev UI

1 project

Debug And Invoke Mcp Tools Via The Built-in Inspector

1 project

Debug And Smoke-test The Desktop App Via Built-in Mcp Tools

1 project

Debug And Test Agents In A Terminal Console

1 project

Debug And Trace Agents With Langsmith

1 project

Debug And Trace Issues

1 project

Debug And Visually Verify Macos Application Workflows

1 project

Debug App Performance And Navigation

1 project

Debug Broken Hooks With /plan-doctor Self-checks

1 project

Debug Broken Kubernetes Workloads With Topology And Event Timeline Views

1 project

Debug Core Dump Files

1 project