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# Things people hand to bots. Page 2 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 49–96 of 801

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Coding[](/usecases/verification/)

## [Scanning code repositories for agent security risks](/usecases/scanning-code-repositories-for-agent-security-risks/)

Audit source code and agent prompt templates for injection threats and exposed secrets

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

## [Scaffolding software features with specialized agent teams](/usecases/scaffolding-software-features-with-specialized-agent-teams/)

Break complex programming requests into modular tasks, write tests, and draft code updates.

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

## [Scaffolding retro 2D game mechanics](/usecases/scaffolding-retro-2d-game-mechanics/)

Generate game loops, state machines, and collision logic for lightweight retro Python games.

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

## [Scaffolding interactive browser puzzle games](/usecases/scaffolding-interactive-browser-puzzle-games/)

Translate game mechanics and visual specifications into static web prototypes

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

## [Scaffolding FUSE filesystem bridges for cloud storage APIs](/usecases/scaffolding-fuse-filesystem-bridges-for-cloud-storage/)

Generate Go boilerplate and user-space mount handlers from API libraries

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

## [Scaffolding full-stack Python features](/usecases/scaffolding-full-stack-python-features/)

Generate backend routes, models, and test suites with terminal validation before submitting code

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

## [Scaffolding embedded firmware and companion web apps](/usecases/scaffolding-embedded-firmware-and-companion-web-apps/)

Generate driver routines, UI rendering logic, and local network sync for connected hardware

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

## [Scaffolding durable Go agent workflows](/usecases/scaffolding-durable-go-agent-workflows/)

Generate resilient Go agent boilerplate with explicit human-in-the-loop tool gates.

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

## [Scaffolding canvas visual effect prototypes](/usecases/scaffolding-canvas-visual-effect-prototypes/)

Generate boilerplate math, pixel shaders, and interactive controls for creative web prototypes.

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

## [Scaffolding a native macOS screensaver project](/usecases/scaffolding-a-native-macos-screensaver-project/)

Generate Xcode project templates, configure framework targets, and build native display plugins

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

## [Scaffold typed command-line interfaces](/usecases/scaffold-typed-command-line-interfaces/)

Generate structured command-line tools with parsed flags, subcommands, and validation

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

## [Sandboxed test runner for generated code](/usecases/sandboxed-test-runner-for-generated-code/)

Run untrusted AI code snippets safely inside isolated environments and report test results

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

## [Sandboxed bug reproduction and patch drafting](/usecases/sandboxed-bug-reproduction-and-patch-drafting/)

Reproduce errors in an isolated environment, run tests, and prepare code fixes for review

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

## [Sandboxed browser script runner and task scheduler](/usecases/sandboxed-browser-script-runner-and-task-scheduler/)

Run web queries, execute sandboxed shell commands, and manage recurring tasks locally

Tools: Browser, Terminal, ChatSkillintermediate
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Sales[](/usecases/verification/)

## [Sales pipeline record and quote automation](/usecases/sales-pipeline-record-and-quote-automation/)

Convert qualified leads, generate quotes from opportunities, and sync pipeline records

Tools: CRM, Emailintermediate
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Coding[](/usecases/verification/)

## [Safe database migration testing in sandboxes](/usecases/safe-database-migration-testing-in-sandboxes/)

Validate schema migrations and queries in isolated database clones before deployment

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

## [SaaS API Custom Workflow Generator](/usecases/saas-api-custom-workflow-generator/)

Convert ad-hoc team requirements into validated mini-applications using platform APIs.

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

## [Running untrusted code in disposable virtual machines](/usecases/running-untrusted-code-in-disposable-virtual-machines/)

Spin up isolated sandbox environments via terminal to execute tests and verify builds safely

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

## [Running structured data extraction from command-line streams](/usecases/running-structured-data-extraction-from-command-line/)

Convert unstructured terminal text and log streams into validated JSON records for downstream tools

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

## [Running external API workflows through terminal commands](/usecases/running-external-api-workflows-through-terminal-commands/)

Inspect endpoint definitions on demand to execute service actions without overloading context

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

## [Running coding experiments inside isolated sandboxes](/usecases/running-coding-experiments-inside-isolated-sandboxes/)

Execute shell commands and test code changes safely in a sandboxed developer environment

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

## [Run headless spreadsheet calculations from database inputs](/usecases/run-headless-spreadsheet-calculations-from-database-inputs/)

Execute formula models programmatically and export reports

Tools: Terminal, Spreadsheet, Database, PDF filesintermediate
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Coding[](/usecases/verification/)

## [Reviewing code pull requests and branches from the command line](/usecases/reviewing-code-pull-requests-and-branches-from/)

Audit branch diffs for defects, plan architectural refactors, and test updates in isolated worktrees

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

## [Review hardware design logs and component ratings](/usecases/review-hardware-design-logs-and-component-ratings/)

Inspect component specs and bills of materials to catch electrical rating issues before fabrication

Tools: GitHub, Spreadsheet, Docs, PDF filesSkillintermediate
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Coding[](/usecases/verification/)

## [Reverse-Engineer Web Traffic into API Scripts](/usecases/reverse-engineer-web-traffic-into-api-scripts/)

Turn captured browser network traffic into clean, repeatable API automation scripts

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

## [Retrieving solutions from past development sessions](/usecases/retrieving-solutions-from-past-development-sessions/)

Index historical engineering transcripts and query previous technical context

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

## [Research community discussions and sentiment across public forums](/usecases/research-community-discussions-and-sentiment-across-public/)

Track emerging topics, gather community reactions, and summarize thread discussions

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

## [Repository context file optimizer](/usecases/repository-context-file-optimizer/)

Restructure repository instruction files into modular docs to reduce startup context overhead

Tools: Terminal, Docs, NotesSkillintermediate
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Coding[](/usecases/verification/)

## [Replayable agent trajectory debugger](/usecases/replayable-agent-trajectory-debugger/)

Analyze step-by-step agent execution logs to detect logic loops and failed tool calls

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

## [Redacting credentials and personal data from outbound prompts](/usecases/redacting-credentials-and-personal-data-from-outbound/)

Scrub sensitive tokens, email addresses, and names before sharing snippets with external tools

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

## [Quantitative market factor analysis and trade risk screening](/usecases/quantitative-market-factor-analysis-and-trade-risk/)

Evaluate order flow telemetry and submit trade proposals through deterministic risk gates

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

## [Pull request convention and hygiene checker](/usecases/pull-request-convention-and-hygiene-checker/)

Enforce repository contribution standards and identify stale pull requests automatically

Tools: GitHubintermediate
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Writing[](/usecases/verification/)

## [Publishing curated links and articles to a syndication feed](/usecases/publishing-curated-links-and-articles-to-a/)

Format media and text entries via command line and publish updates after review

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

## [Pruning long-term project context](/usecases/pruning-long-term-project-context/)

Maintain relevant developer context by reinforcing active records and pruning stale notes

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

## [Provisioning a lightweight web server on edge hardware](/usecases/provisioning-a-lightweight-web-server-on-edge/)

Configure static hosting, tunnel routing, and local monitoring using interactive terminal scripts.

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

## [Prototyping custom terminal utilities with code generation](/usecases/prototyping-custom-terminal-utilities-with-code-generation/)

Design, test, and polish interactive command-line apps through conversational programming

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

## [Prospect research and outreach preparation](/usecases/prospect-research-and-outreach-preparation/)

Gather web insights on new leads, qualify them, and draft personalized outreach

Tools: Browser, CRM, Docs, Emailintermediate
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Research[](/usecases/verification/)

## [Project briefing across calendar events and shared docs](/usecases/project-briefing-across-calendar-events-and-shared/)

Synthesize recent emails, document updates, and calendar agendas into a unified briefing.

Tools: Calendar, Docs, Email, Spreadsheetintermediate
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Team[](/usecases/verification/)

## [Project board updates from conversation](/usecases/project-board-updates-from-conversation/)

Turn conversational task requests into sprint items, assignments, and board updates

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

## [Production outage investigator and fix advisor](/usecases/production-outage-investigator-and-fix-advisor/)

Automate incident triage, trace telemetry anomalies, and propose validated code fixes.

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

## [Production incident triage and remediation](/usecases/production-incident-triage-and-remediation/)

Investigate production alerts across infrastructure and prepare fixes for human review

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

## [Porting game simulation prototypes to Rust](/usecases/porting-game-simulation-prototypes-to-rust/)

Rewrite logic prototypes into low-overhead Rust crates with clean architectures

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

## [Personal transaction analysis and budget queries](/usecases/personal-transaction-analysis-and-budget-queries/)

Convert natural language questions into accurate expense summaries from transaction logs

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

## [Personal knowledge capture and note linking](/usecases/personal-knowledge-capture-and-note-linking/)

Turn incoming voice memos and quick messages into organized, cross-referenced notes

Tools: Chat, Notes, CalendarSkillintermediate
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Personal[](/usecases/verification/)

## [Search your own notes and saved pages](/usecases/personal-knowledge-base/)

Ask your own notes and bookmarks, get linked answers.

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

## [Persistent remote browser automation via chat](/usecases/persistent-remote-browser-automation-via-chat/)

Execute web tasks on a dedicated server with persistent logins and live human takeover.

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

## [Periodic infrastructure monitoring and incident alerts](/usecases/periodic-infrastructure-monitoring-and-incident-alerts/)

Track service health on regular intervals and prepare actionable incident summaries

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

## [Parallel web research and structured data extraction](/usecases/parallel-web-research-and-structured-data-extraction/)

Navigate multiple web pages simultaneously to gather and summarize findings

Tools: Browser, NotesSkillintermediate

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