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.
Auditing autonomous agent execution logs
Inspect system-level process, network, and file activity recorded during automated sessions
Tools: Terminal, Database, ChatadvancedAuditing agent proxy logs for token bloat
Inspect captured outgoing model prompts to spot excessive context windows and reduce token waste
Tools: Slack, Terminal, NotesintermediateAudit frontend code against design system specifications
Enforce design tokens, style guidelines, and accessibility constraints across UI components
Tools: GitHub, TerminalintermediateAudit coding agent command logs for efficiency
Review agent session transcripts to identify token waste and improve prompting habits
Tools: Terminal, Notes, ChatSkillintermediateAssembling Python agent execution graphs
Structure modular agent routines, validate tool nodes, and run automated evaluation sets.
Tools: GitHub, Terminal, DocsSkilladvancedAssembling and validating automation workflows
Architect nodes, write transformation scripts, and debug validation errors
Tools: Terminal, Chat, DocsSkillintermediateArchiving technical history and code examples
Gather historical computing papers, reconstruct code snippets, and organize manuscript chapters
Tools: Browser, Docs, Notes, PDF filesSkillintermediateArchitecting low-dependency system prototypes
Implement complex software modules from scratch under strict constraint boundaries
Tools: GitHub, Chat, TerminalSkilladvancedArbitrating movie picks for couples and groups
Find common entertainment ground through preference duels and curated suggestions
Tools: Chat, NotesSkillbeginnerAndroid fleet smoke test runner
Execute UI regression checks on connected mobile devices and report visual anomalies
Tools: Slack, Terminal, BrowserintermediateAnalyzing spreadsheet data and drafting presentation decks
Transform tabular metrics and business reports into structured slide decks and summaries
Tools: Spreadsheet, Docs, ChatSkillintermediateAnalyzing agent sessions to extract team coding workflows
Identify friction points and repetitive debugging loops to turn successful prompts into shared guides.
Tools: GitHub, Slack, Terminal, DocsintermediateAnalyze decompiled game scripts to detect and patch softlocks
Find unwinnable dead-end states in legacy game scripts and generate guard patches
Tools: GitHub, Terminal, ChatadvancedAggregate launch feedback into feature requests
Sort community comments from release threads into prioritized backlog items and draft replies
Tools: Browser, Spreadsheet, ChatSkillintermediateAgent trace behavioral anomaly monitor
Scan production agent traces for loops, prompt leaks, and user frustration
Tools: Datadog, Slack, DatabaseadvancedAdversarial stress testing for assumptions
Challenge personal hypotheses by uncovering hidden premises and strong counter-arguments
Tools: Chat, NotesSkillintermediateAd hoc SQL analysis on data file exports
Query tabular files directly with SQL to explore datasets and extract metrics
Tools: Database, Terminal, ChatintermediateCollect and compare information from several websites
Same facts from several sites, in one cited table.
Tools: Browser, SpreadsheetSkillintermediateAsk questions of a database in plain language
Plain questions in, a visible query and answer out.
Tools: Database, ChatSkilladvancedDraft regression tests for existing code
Proposed tests for untested code; only passing ones stay.
Tools: GitHub, TerminalSkillintermediatePull structured fields out of PDFs and scans
The same fields from every PDF, with gaps flagged.
Tools: PDF files, SpreadsheetSkillintermediateSummarize research papers into a reading list
New papers turned into a short, honest reading list.
Tools: Browser, DocsbeginnerPlan a week of meals and a grocery list
A week of dinners and one grocery list, from what you have.
Tools: Notes, CalendarbeginnerOutline and structure a long piece of writing
Scattered notes in, a clear outline out; the words stay yours.
Tools: Notes, DocsSkillbeginnerRun a coding assistant on your own laptop
Coding help from a model that runs on your own laptop.
Tools: TerminalSkilladvancedTriage a busy inbox into reply, read later and ignore
A morning pass over your mail, with drafts ready for the easy ones.
Tools: Email, CalendarbeginnerRequire a human OK before risky bot actions
Risky actions wait for a clear yes from a person.
Tools: Chat, PaymentsintermediateForward an email to a bot and get the task done
Forward an email with one line of instruction; get it done in-thread.
Tools: EmailintermediateAnswer questions from product documentation
Answers from your docs, with a link to the exact page.
Tools: Docs, ChatSkillbeginnerKeep the CRM updated from meeting notes
Turn meeting notes into CRM updates you approve.
Tools: Notes, CRMSkillintermediatePractice a new language in conversation
Chat in the language you are learning, with gentle corrections.
Tools: ChatSkillbeginnerDraft documentation for an existing codebase
A starter map of a repository for new contributors.
Tools: GitHub, DocsSkillintermediateFill repetitive web forms with a browser agent
Fill the same web form from a sheet, and stop before submit.
Tools: Spreadsheet, BrowserSkilladvanced
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