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# Things people hand to bots. Page 11 of 17

801 practical jobs for an AI bot — each with a copyable prompt, the tools it needs, and its source.

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Also works with

Showing 481–528 of 801

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Coding[](/usecases/verification/)

## [Parametric CAD scripting for woodworking](/usecases/parametric-cad-scripting-for-woodworking/)

Convert project dimensions and joinery specs into parametric 3D modeling code

Tools: Chat, Terminal, SpreadsheetSkillintermediate
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Coding[](/usecases/verification/)

## [Parallel worktree coding and pull request generation](/usecases/parallel-worktree-coding-and-pull-request-generation/)

Isolate issue fixes into independent git workspaces, verify builds, and stage review-ready diffs.

Tools: GitHub, Linear, Terminalintermediate
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Sales[](/usecases/verification/)

## [Paid ad campaign auditor and spend optimizer](/usecases/paid-ad-campaign-auditor-and-spend-optimizer/)

Audit search and social ad metrics to identify wasted spend and improve return on investment

Tools: Spreadsheet, Docs, Chatintermediate
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Coding[](/usecases/verification/)

## [Packaging custom functions into agent tools](/usecases/packaging-custom-functions-into-agent-tools/)

Turn local code into callable agent tool endpoints with curated schemas

Tools: GitHub, Terminal, DocsSkillintermediate
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Personal[](/usecases/verification/)

## [Organizing cluttered browser sessions and tabs](/usecases/organizing-cluttered-browser-sessions-and-tabs/)

Review active browser tabs, group related topics, and archive or close inactive pages

Tools: Browser, NotesSkillbeginner
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Operations[](/usecases/verification/)

## [Organize workspace directories and generate file indexes](/usecases/organize-workspace-directories-and-generate-file-indexes/)

Scan project folders, organize assets into structured directories, and generate a markdown inventory

Tools: Terminal, DocsSkillintermediate
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Operations[](/usecases/verification/)

## [Orchestrating scheduled runbooks and pipeline jobs](/usecases/orchestrating-scheduled-runbooks-and-pipeline-jobs/)

Convert standalone scripts into coordinated pipelines, inspect task logs, and safely retry jobs

Tools: Slack, GitHub, TerminalSkillintermediate
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Coding[](/usecases/verification/)

## [Orchestrating parallel worktrees for software tasks](/usecases/orchestrating-parallel-worktrees-for-software-tasks/)

Run multiple implementation strategies in isolated branches and present diffs for review

Tools: GitHub, Linear, Terminal, Browseradvanced
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Coding[](/usecases/verification/)

## [Orchestrating multi-step coding tasks across local tools](/usecases/orchestrating-multi-step-coding-tasks-across-local/)

Break down complex developer requests into ordered subtasks and select the appropriate local utilities.

Tools: GitHub, Chat, Terminalintermediate
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Coding[](/usecases/verification/)

## [Orchestrating multi-role game development workflows](/usecases/orchestrating-multi-role-game-development-workflows/)

Coordinate game design, system architecture, and engine implementation through structured reviews

Tools: GitHub, Terminal, Docsadvanced
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Operations[](/usecases/verification/)

## [Orchestrating conversational operational tasks](/usecases/orchestrating-conversational-operational-tasks/)

Trigger and coordinate multi-step automated actions directly from chat conversations

Tools: Slack, Chat, DatabaseSkillintermediate
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Writing[](/usecases/verification/)

## [Orchestrate multi-stage document drafting pipelines](/usecases/orchestrate-multi-stage-document-drafting-pipelines/)

Break complex writing projects into modular generation steps with automated validation and checkpoints

Tools: Chat, Database, DocsSkilladvanced
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Operations[](/usecases/verification/)

## [Optimizing multi-model routing from telemetry traces](/usecases/optimizing-multi-model-routing-from-telemetry-traces/)

Analyze prompt logs and latency metrics to recommend cost-effective model routing rules

Tools: GitHub, Database, Terminal, Chatadvanced
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Operations[](/usecases/verification/)

## [On-call incident runbook investigator](/usecases/on-call-incident-runbook-investigator/)

Diagnose production alerts by querying metrics, reviewing recent commits, and drafting mitigations

Tools: Datadog, GitHub, Slack, Terminaladvanced
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Coding[](/usecases/verification/)

## [Navigating codebase modifications through branching session trees](/usecases/navigating-codebase-modifications-through-branching-session/)

Explore alternative code implementations and review terminal edits before applying changes

Tools: GitHub, TerminalSkillintermediate
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Coding[](/usecases/verification/)

## [Natural language end-to-end testing bot](/usecases/natural-language-end-to-end-testing-bot/)

Execute web and mobile UI test suites from plain-language steps with automatic recovery

Tools: GitHub, Browser, Terminalintermediate
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Coding[](/usecases/verification/)

## [Native app development and code refactoring](/usecases/native-app-development-and-code-refactoring/)

Implement features, refactor source files, and diagnose build errors across native projects

Tools: GitHub, Chat, TerminalSkillintermediate
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Personal[](/usecases/verification/)

## [Multimodal messaging with voice and image comprehension](/usecases/multimodal-messaging-with-voice-and-image-comprehension/)

Process incoming speech notes, analyze photos, and craft conversational replies

Tools: Chat, DatabaseSkillintermediate
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Operations[](/usecases/verification/)

## [Multi-step web task automation](/usecases/multi-step-web-task-automation/)

Complete complex multi-page online forms and multi-step web workflows

Tools: Browser, Spreadsheet, ChatSkilladvanced
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Research[](/usecases/verification/)

## [Multi-source research synthesis for decision briefs](/usecases/multi-source-research-synthesis-for-decision-briefs/)

Combine documentation, articles, and discussion threads into structured decision memos

Tools: Browser, Docs, NotesSkillintermediate
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Operations[](/usecases/verification/)

## [Multi-source alert triage and correlation](/usecases/multi-source-alert-triage-and-correlation/)

Deduplicate monitoring alerts, enrich context, and draft incident summaries

Tools: Datadog, Slack, Databaseintermediate
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Coding[](/usecases/verification/)

## [Multi-agent code review and pull request pipeline](/usecases/multi-agent-code-review-and-pull-request/)

Run automated test checks, conduct multi-pass code reviews, and draft pull requests

Tools: GitHub, Terminal, Chatintermediate
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Coding[](/usecases/verification/)

## [Multi-agent code implementation and review pipeline](/usecases/multi-agent-code-implementation-and-review-pipeline/)

Implement code changes and pass independent review before opening a pull request

Tools: GitHub, Terminal, ChatSkillintermediate
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Coding[](/usecases/verification/)

## [Monorepo dependency tracing and refactoring](/usecases/monorepo-dependency-tracing-and-refactoring/)

Traverse code relationships across repositories to locate dead code and draft patches

Tools: GitHub, Terminal, ChatSkilladvanced
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Operations[](/usecases/verification/)

## [Monitoring public trends and breaking topic alerts across news feeds](/usecases/monitoring-public-trends-and-breaking-topic-alerts/)

Track multi-source feeds, filter relevant discussions, and draft curated briefing summaries

Tools: Slack, Browser, Chatintermediate
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Operations[](/usecases/verification/)

## [Monitoring multi-step deployment workflows](/usecases/monitoring-multi-step-deployment-workflows/)

Track distributed deployment steps, health checks, and failure retries automatically

Tools: GitHub, Slack, Terminal, Databaseintermediate
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Operations[](/usecases/verification/)

## [Monitoring local peer node daemon health](/usecases/monitoring-local-peer-node-daemon-health/)

Track peer connections, sync lag, and socket availability on local distributed network daemons

Tools: Slack, Terminalintermediate
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Research[](/usecases/verification/)

## [Monitoring live geospatial feeds for intelligence anomalies](/usecases/monitoring-live-geospatial-feeds-for-intelligence-anomalies/)

Track real-time aviation, maritime, and conflict events to identify regional disruptions

Tools: Slack, Browser, Databaseintermediate
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Research[](/usecases/verification/)

## [Monitoring legislative bills and media framing](/usecases/monitoring-legislative-bills-and-media-framing/)

Track policy texts, generate neutral summaries, and log external media reactions

Tools: Browser, Notes, Docsintermediate
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Coding[](/usecases/verification/)

## [Monitoring language model usage and rate limits](/usecases/monitoring-language-model-usage-and-rate-limits/)

Track consumption across model sessions and warn before hitting API caps

Tools: Terminal, Chatintermediate
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Operations[](/usecases/verification/)

## [Monitoring durable workflow executions for retry loops](/usecases/monitoring-durable-workflow-executions-for-retry-loops/)

Inspect orchestration databases for stuck jobs and repeated rate-limit retries before taking action

Tools: Slack, Database, Terminalintermediate
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Operations[](/usecases/verification/)

## [Monitoring and analyzing SSH honeypot logs](/usecases/monitoring-and-analyzing-ssh-honeypot-logs/)

Track unauthorized login attempts, inspect shell commands, and summarize threat patterns

Tools: Terminal, Database, Chatintermediate
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Operations[](/usecases/verification/)

## [Monitoring agent logs for tool errors and conversation loops](/usecases/monitoring-agent-logs-for-tool-errors-and/)

Detect anomalous tool calls, repeated loops, and user friction across production agent traces

Tools: GitHub, Slack, Databaseintermediate
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Operations[](/usecases/verification/)

## [Monitor web service portals for open appointment slots](/usecases/monitor-web-service-portals-for-open-appointment/)

Navigate complex web portals to detect available scheduling windows and draft bookings for review

Tools: Browser, Chat, Spreadsheetintermediate
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Operations[](/usecases/verification/)

## [Model gateway routing and quota monitor](/usecases/model-gateway-routing-and-quota-monitor/)

Balance inference traffic across provider endpoints and manage quota fallbacks

Tools: Terminal, Database, Chatintermediate
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Coding[](/usecases/verification/)

## [Mobile carrier profile decoder](/usecases/mobile-carrier-profile-decoder/)

Inspect carrier bundles, extract APN and IMS settings, and track cellular feature flags

Tools: GitHub, Terminal, Notesadvanced
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Coding[](/usecases/verification/)

## [Mobile app entitlement and store review manager](/usecases/mobile-app-entitlement-and-store-review-manager/)

Coordinate compliance evidence, review logs, and store entitlement correspondence

Tools: GitHub, Slack, Docs, Emailintermediate
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Coding[](/usecases/verification/)

## [Minimalist code implementation and pull request review](/usecases/minimalist-code-implementation-and-pull-request-review/)

Write less code by reusing existing repo components and catching breaking changes early

Tools: GitHub, Terminalintermediate
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Coding[](/usecases/verification/)

## [Migrating legacy web templates into modern components](/usecases/migrating-legacy-web-templates-into-modern-components/)

Convert server-rendered markup into modular front-end components following strict architectural rules

Tools: GitHub, Chat, Terminalintermediate
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Operations[](/usecases/verification/)

## [Meeting debrief and action item distributor](/usecases/meeting-debrief-and-action-item-distributor/)

Process call transcripts into structured summaries and sync verified action items.

Tools: Calendar, Notes, CRMintermediate
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Research[](/usecases/verification/)

## [Meeting attendee background research and prep briefing](/usecases/meeting-attendee-background-research-and-prep-briefing/)

Scan your schedule for upcoming calls, look up guest profiles, and generate context dossiers

Tools: Calendar, Browser, Notes, Terminalintermediate
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Team[](/usecases/verification/)

## [Mediating multi-party negotiation terms](/usecases/mediating-multi-party-negotiation-terms/)

Elicit preferences from each side independently to draft balanced compromise proposals

Tools: Chat, Docs, EmailSkillintermediate
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Research[](/usecases/verification/)

## [Market trend research and slide outline builder](/usecases/market-trend-research-and-slide-outline-builder/)

Gather recent industry developments, analyze source reports, and draft presentation outlines

Tools: Browser, PDF files, DocsSkillintermediate
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Coding[](/usecases/verification/)

## [Markdown task board orchestration for coding workflows](/usecases/markdown-task-board-orchestration-for-coding-workflows/)

Track development plans, implementation steps, and decisions directly in markdown files

Tools: GitHub, Notes, TerminalSkillintermediate
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Research[](/usecases/verification/)

## [Mapping conceptual trails across a book library](/usecases/mapping-conceptual-trails-across-a-book-library/)

Traverse indexed book excerpts through database queries to uncover surprising thematic parallels

Tools: Terminal, Database, Notesintermediate
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Research[](/usecases/verification/)

## [Mapping concept relationships across personal notes](/usecases/mapping-concept-relationships-across-personal-notes/)

Generate interactive visual graphs linking topics, references, and related documents.

Tools: Notes, ChatSkillintermediate
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Research[](/usecases/verification/)

## [Mapping character relationships from classic literature](/usecases/mapping-character-relationships-from-classic-literature/)

Parse dense narrative texts into structured relationship graphs and character profiles

Tools: Database, Docs, Notesintermediate
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Coding[](/usecases/verification/)

## [Map repository architecture and trace call graphs](/usecases/map-repository-architecture-and-trace-call-graphs/)

Index code relationships into a graph to trace dependencies and navigate complex codebases

Tools: GitHub, Terminal, ChatSkillintermediate

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