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# Things people hand to bots. Page 17 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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Showing 769–801 of 801

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Operations[](/usecases/verification/)

## [Auditing autonomous agent execution logs](/usecases/auditing-autonomous-agent-execution-logs/)

Inspect system-level process, network, and file activity recorded during automated sessions

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

## [Auditing agent proxy logs for token bloat](/usecases/auditing-agent-proxy-logs-for-token-bloat/)

Inspect captured outgoing model prompts to spot excessive context windows and reduce token waste

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

## [Audit frontend code against design system specifications](/usecases/audit-frontend-code-against-design-system-specifications/)

Enforce design tokens, style guidelines, and accessibility constraints across UI components

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

## [Audit coding agent command logs for efficiency](/usecases/audit-coding-agent-command-logs-for-efficiency/)

Review agent session transcripts to identify token waste and improve prompting habits

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

## [Assembling Python agent execution graphs](/usecases/assembling-python-agent-execution-graphs/)

Structure modular agent routines, validate tool nodes, and run automated evaluation sets.

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

## [Assembling and validating automation workflows](/usecases/assembling-and-validating-automation-workflows/)

Architect nodes, write transformation scripts, and debug validation errors

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

## [Archiving technical history and code examples](/usecases/archiving-technical-history-and-code-examples/)

Gather historical computing papers, reconstruct code snippets, and organize manuscript chapters

Tools: Browser, Docs, Notes, PDF filesSkillintermediate
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Coding[](/usecases/verification/)

## [Architecting low-dependency system prototypes](/usecases/architecting-low-dependency-system-prototypes/)

Implement complex software modules from scratch under strict constraint boundaries

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

## [Arbitrating movie picks for couples and groups](/usecases/arbitrating-movie-picks-for-couples-and-groups/)

Find common entertainment ground through preference duels and curated suggestions

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

## [Android fleet smoke test runner](/usecases/android-fleet-smoke-test-runner/)

Execute UI regression checks on connected mobile devices and report visual anomalies

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

## [Analyzing spreadsheet data and drafting presentation decks](/usecases/analyzing-spreadsheet-data-and-drafting-presentation-decks/)

Transform tabular metrics and business reports into structured slide decks and summaries

Tools: Spreadsheet, Docs, ChatSkillintermediate
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Team[](/usecases/verification/)

## [Analyzing agent sessions to extract team coding workflows](/usecases/analyzing-agent-sessions-to-extract-team-coding/)

Identify friction points and repetitive debugging loops to turn successful prompts into shared guides.

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

## [Analyze decompiled game scripts to detect and patch softlocks](/usecases/analyze-decompiled-game-scripts-to-detect-and/)

Find unwinnable dead-end states in legacy game scripts and generate guard patches

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

## [Aggregate launch feedback into feature requests](/usecases/aggregate-launch-feedback-into-feature-requests/)

Sort community comments from release threads into prioritized backlog items and draft replies

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

## [Agent trace behavioral anomaly monitor](/usecases/agent-trace-behavioral-anomaly-monitor/)

Scan production agent traces for loops, prompt leaks, and user frustration

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

## [Adversarial stress testing for assumptions](/usecases/adversarial-stress-testing-for-assumptions/)

Challenge personal hypotheses by uncovering hidden premises and strong counter-arguments

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

## [Ad hoc SQL analysis on data file exports](/usecases/ad-hoc-sql-analysis-on-data-file/)

Query tabular files directly with SQL to explore datasets and extract metrics

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

## [Collect and compare information from several websites](/usecases/web-research-agent/)

Same facts from several sites, in one cited table.

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

## [Ask questions of a database in plain language](/usecases/text-to-sql-questions/)

Plain questions in, a visible query and answer out.

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

## [Draft regression tests for existing code](/usecases/regression-test-generation/)

Proposed tests for untested code; only passing ones stay.

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

## [Pull structured fields out of PDFs and scans](/usecases/pdf-data-extraction/)

The same fields from every PDF, with gaps flagged.

Tools: PDF files, SpreadsheetSkillintermediate
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Research[](/usecases/verification/)

## [Summarize research papers into a reading list](/usecases/paper-summaries/)

New papers turned into a short, honest reading list.

Tools: Browser, Docsbeginner
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Personal[](/usecases/verification/)

## [Plan a week of meals and a grocery list](/usecases/meal-planning-groceries/)

A week of dinners and one grocery list, from what you have.

Tools: Notes, Calendarbeginner
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Writing[](/usecases/verification/)

## [Outline and structure a long piece of writing](/usecases/longform-writing-structure/)

Scattered notes in, a clear outline out; the words stay yours.

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

## [Run a coding assistant on your own laptop](/usecases/local-coding-assistant/)

Coding help from a model that runs on your own laptop.

Tools: TerminalSkilladvanced
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Personal[](/usecases/verification/)

## [Triage a busy inbox into reply, read later and ignore](/usecases/inbox-triage/)

A morning pass over your mail, with drafts ready for the easy ones.

Tools: Email, Calendarbeginner
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Operations[](/usecases/verification/)

## [Require a human OK before risky bot actions](/usecases/human-approval-gates/)

Risky actions wait for a clear yes from a person.

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

## [Forward an email to a bot and get the task done](/usecases/email-driven-workflows/)

Forward an email with one line of instruction; get it done in-thread.

Tools: Emailintermediate
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Support[](/usecases/verification/)

## [Answer questions from product documentation](/usecases/docs-question-answering/)

Answers from your docs, with a link to the exact page.

Tools: Docs, ChatSkillbeginner
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Sales[](/usecases/verification/)

## [Keep the CRM updated from meeting notes](/usecases/crm-data-entry/)

Turn meeting notes into CRM updates you approve.

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

## [Practice a new language in conversation](/usecases/conversation-language-tutor/)

Chat in the language you are learning, with gentle corrections.

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

## [Draft documentation for an existing codebase](/usecases/codebase-documentation/)

A starter map of a repository for new contributors.

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

## [Fill repetitive web forms with a browser agent](/usecases/browser-form-automation/)

Fill the same web form from a sheet, and stop before submit.

Tools: Spreadsheet, BrowserSkilladvanced

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