Things people hand to bots.
62 practical jobs for an AI bot. Each comes with a prompt you can copy, the tools it needs and the public post it came from.
- Codingintermediate
Terminal Shell Command Assistant
Convert natural language instructions into safe, executable shell commands.
TerminalChat - Codingintermediate
System Architecture Diagram Generator
Turn complex infrastructure specs into structured, readable layout diagrams automatically
TerminalGitHubDocs - Codingadvanced
Self-Hosted Sandbox Code Task Runner
Execute coding tasks in isolated private environments and review code changes
TerminalGitHubChat - Operationsadvanced
Production Outage Investigator and Fix Advisor
Automate incident triage, trace telemetry anomalies, and propose validated code fixes.
DatadogGitHubTerminalSlack - Codingintermediate
Multi-Agent Development Context Synchronizer
Bridge handoff notes and code snippets between developer sessions and autonomous coding agents
TerminalNotesChatGitHub - Codingintermediate
Internal Web Tool and Dashboard Generator
Turn raw spreadsheets and database schemas into secure internal operational tools
ChatDatabaseSpreadsheetGitHub - Codingintermediate
Interactive Simulation Code Builder
Translate complex domain workflows into interactive browser games using targeted search-and-replace patches.
ChatGitHubTerminal - Operationsintermediate
GPU Cluster Job Resource Optimizer
Right-size cluster compute allocations and catch resource crashes before batch jobs run
GitHubTerminalSlackDatadog - Operationsintermediate
Governed Semantic Metrics Assistant
Translate business questions into verified metric queries and structured data exports
ChatDatabaseSpreadsheet - Codingintermediate
Developer Tool Evaluation and Review Bot
Assess package reliability and draft structured feedback reports on developer tooling
TerminalGitHubNotes - Teamintermediate
Cross-Agent Knowledge Base Synchronizer
Unify, index, and reconcile documentation generated across automated team workflows
NotesDocsDatabaseChat - Researchadvanced
Computational Material Screening Assistant
Automate DFT simulation workflows and catalog candidate crystal structures
TerminalDocsDatabase - Codingintermediate
Command-Line Git Diff Code Reviewer
Inspect local code changes and draft concise commit summaries directly in your terminal
TerminalGitHub - Operationsadvanced
Coding Agent Model Routing and Cost Optimizer
Direct development agent prompts to suitable language models based on task complexity and budget
TerminalGitHubDatabaseSlack - Codingadvanced
Autonomous Linear Issue Resolver and Code Reviewer
Pulls assigned issue tickets, implements code changes via CLI, runs tests, and drafts pull requests
LinearGitHubTerminalChat - Writingintermediate
Automated Word Document Template Updater
Inspect, update, and reformat standardized Word documents without breaking layout structure
DocsChatNotes - Operationsintermediate
Automated Daily Work Log and SOP Documentation
Convert recorded desktop activity and meeting transcripts into structured documentation and daily recaps.
DatabaseNotesDocs - Codingintermediate
Automated Code Hygiene and Anti-Pattern Reviewer
Audit incoming pull requests for excessive boilerplate, convoluted logic, and anti-patterns.
GitHubSlack - Operationsintermediate
Agent Sandbox Lifecycle and Cost Auditor
Track resource usage across agent execution sandboxes and safely purge idle instances.
TerminalDatadogSlack - Teamadvanced
Keep a running memory of projects, people and decisions
A running record of projects, owners and decisions.
NotionSlackLinear - Researchintermediate
Collect and compare information from several websites
Same facts from several sites, in one cited table.
BrowserSpreadsheetG - Supportadvanced
Answer simple phone questions with a voice bot
A phone line that answers the simple questions.
PhoneCalendar - Personalbeginner
Practice vocabulary from your own reading
A nightly quiz built from words you actually met.
NotesChatHOCG - Codingintermediate
Visual Desktop Guidance for Automated Dev Tasks
Guide human attention with on-screen annotations when automated local jobs require manual sign-off
TerminalChat - Operationsadvanced
Ask questions of a database in plain language
Plain questions in, a visible query and answer out.
DatabaseChat - Supportintermediate
Review AI support answers before customers see them
Draft support replies that a teammate approves first.
IntercomDocs - Salesintermediate
Prepare for a sales call with account notes
A one-page brief before every sales call.
CalendarCRMHOCG - Codingintermediate
Remote Agent Session Monitor and Dispatcher
Track background coding processes and alert mobile operators when sessions stall or require input
TerminalChat - Codingintermediate
Draft regression tests for existing code
Proposed tests for untested code; only passing ones stay.
GitHubTerminalM - Codingintermediate
Pull Request Risk and Review Triage Assistant
Prioritize high-impact issues and summarize large code changes before human review
GitHubSlack - Supportintermediate
Guide new users through your product
Walk new users through setup, then hand off to a person.
DocsIntercom - Personalintermediate
Personal Life and Project Organizing Assistant
Coordinate tasks, log quick notes, and maintain a structured personal knowledge base.
ChatNotesDatabaseCalendar - Personalintermediate
Search your own notes and saved pages
Ask your own notes and bookmarks, get linked answers.
NotionNotes - Operationsintermediate
Pull structured fields out of PDFs and scans
The same fields from every PDF, with gaps flagged.
PDF filesSpreadsheet - Researchbeginner
Summarize research papers into a reading list
New papers turned into a short, honest reading list.
BrowserDocsHOCG - Codingadvanced
Gather context for an on-call alert
Context for an alert before the on-call engineer opens a terminal.
DatadogTerminalSlack - Teambeginner
Turn meeting transcripts into notes and action items
Transcript in; summary, decisions and owners out.
CalendarDocsSlackHOC - Personalbeginner
Plan a week of meals and a grocery list
A week of dinners and one grocery list, from what you have.
NotesCalendarHOCG - Writingbeginner
Outline and structure a long piece of writing
Scattered notes in, a clear outline out; the words stay yours.
NotesDocsHOC - Codingadvanced
Run a coding assistant on your own laptop
Coding help from a model that runs on your own laptop.
Terminal - Teamadvanced
Let a bot search across your work apps
One question, answered across docs, tickets and chat.
NotionLinearSlack - Researchintermediate
Interactive Scientific Research and Notebook Assistant
Synthesize academic papers, explore datasets, and organize findings across interactive research panes.
PDF filesDatabaseNotesTerminal - Personalbeginner
Triage a busy inbox into reply, read later and ignore
A morning pass over your mail, with drafts ready for the easy ones.
EmailCalendarH - Operationsintermediate
Require a human OK before risky bot actions
Risky actions wait for a clear yes from a person.
ChatPayments - Writingbeginner
Check grammar privately before you send
Private grammar fixes that never leave your device.
Docs - Researchintermediate
Financial Chart Analysis and Technical Indicator Assistant
Analyze market chart breakouts, script indicators, and summarize price action events.
NotesTerminalChat - Operationsintermediate
Executive Inbox Triage and Draft Assistant
Filter incoming correspondence, extract key obligations, and generate draft responses for review.
EmailNotesDocs - Operationsintermediate
Forward an email to a bot and get the task done
Forward an email with one line of instruction; get it done in-thread.
EmailH - Supportbeginner
Answer questions from product documentation
Answers from your docs, with a link to the exact page.
DocsChat - Codingintermediate
Desktop UI Automation Script Debugger
Diagnose broken desktop automation runs and draft code fixes for operator review
GitHubSlackTerminal - Salesintermediate
Keep the CRM updated from meeting notes
Turn meeting notes into CRM updates you approve.
NotesCRMHOC - Personalbeginner
Practice a new language in conversation
Chat in the language you are learning, with gentle corrections.
ChatHOC - Researchintermediate
Continuous Personal Wiki Maintenance
Synthesize unstructured notes into an interconnected, searchable knowledge vault
NotesDocs - Operationsintermediate
Compliant AI Gateway Auditor
Monitor model inference logs, verify security tags, and draft regulatory compliance reports.
DatadogDatabaseSlack - Teamintermediate
Company Retreat and Offsite Planning Coordinator
Research venues, estimate travel budgets, and structure team offsite schedules interactively.
ChatBrowserSpreadsheetEmail - Codingintermediate
Draft documentation for an existing codebase
A starter map of a repository for new contributors.
GitHubDocsM - Codingintermediate
First-pass code review on pull requests
A short, specific first review on every pull request.
GitHubTerminalM - Operationsadvanced
Fill repetitive web forms with a browser agent
Fill the same web form from a sheet, and stop before submit.
SpreadsheetBrowserG - Salesintermediate
Background Meeting Prep and CRM Sync Bot
Research upcoming attendees, organize briefing notes, and stage CRM updates for review
CalendarCRMNotesBrowser - Researchintermediate
Autonomous Competitor Research and Market Sizing Dossier
Decompose competitor research into targeted web inquiries and synthesize findings into structured briefs
BrowserSpreadsheetDocsChat - Writingintermediate
Translate app strings and keep them in sync
Draft translations for new UI strings without breaking placeholders.
GitHubDocsM - Teamintermediate
Track what each bot is working on
Every bot posts what it is doing, so nothing stalls unseen.
LinearSlack
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