Things people hand to bots. Page 3 of 17
801 practical jobs for an AI bot — each with a copyable prompt, the tools it needs, and its source.
Parallel branch bug fixing and test repair
Diagnose failing automated checks across isolated worktrees and prepare verified patches for review
Tools: GitHub, TerminalintermediateOrchestrate multi-step coding objectives
Decompose complex software goals into chained subtasks and assemble complete project deliverables.
Tools: Terminal, NotesSkillintermediateOptimizing speech model configurations for voice agents
Evaluate speech models and benchmarks to maintain low-latency, cost-effective voice stacks
Tools: GitHub, Slack, DatabaseintermediateOptimizing pipeline parameters for accuracy and cost
Evaluate agent workflows across model architectures to balance performance and budget
Tools: Terminal, Database, DocsSkilladvancedOptimizing inference proxy deployment for reasoning workloads
Route complex evaluation prompts through multi-step reasoning proxies to boost response accuracy
Tools: GitHub, TerminalSkillintermediateGather context for an on-call alert
Context for an alert before the on-call engineer opens a terminal.
Tools: TerminaladvancedNiche blog feed curator and digest builder
Track independent subject-matter blogs and assemble reading lists for long-form essays
Tools: Browser, Notes, ChatbeginnerNetwork packet capture triage
Inspect packet captures to highlight connection drops, retransmissions, and anomalous flows
Tools: Terminal, NotesSkillintermediateNatural language video rough cut generation
Assemble initial video edits, pacing, and captions directly from prompt descriptions
Tools: Browser, ChatSkillintermediateNative desktop application WebAssembly porting assistant
Translate desktop rendering loops into WebGL and manage browser build constraints
Tools: GitHub, Terminal, NotesSkilladvancedMultimodal asset processing and tool execution
Automate image analysis, optical character recognition, and media transformations via tool APIs
Tools: Chat, Terminal, DocsSkillintermediateMulti-step technical evaluation chain runner
Run staged architectural and library assessments with automated quality gates
Tools: GitHub, Terminal, DocsSkillintermediateMulti-step software task orchestration
Coordinate isolated coding tasks and review pull requests before delivery
Tools: GitHub, Terminal, ChatSkillintermediateMulti-session web verification runner
Run automated web verifications across distinct browser sessions and compile status logs
Tools: Browser, Spreadsheet, TerminaladvancedMulti-role workspace coordinator for cross-channel task execution
Route complex projects across specialized discussion channels and review final deliverables
Tools: Slack, DocsSkillintermediateMulti-role task dispatch and handoff coordinator
Assign board tasks to specialized functional roles and track deliverables on a schedule.
Tools: Terminal, Database, Docs, ChatintermediateMulti-phase code implementation orchestrator
Guide software changes through structured specification, coding, testing, and review stages
Tools: GitHub, Terminal, ChatadvancedMulti-perspective debate synthesis on complex topics
Query diverse perspectives across viewpoints and synthesize consensus and disagreements
Tools: Chat, Docs, NotesSkillintermediateMulti-agent terminal coding and adversarial review pipeline
Coordinate planning, test-driven development, and independent verification before pushing code
Tools: GitHub, TerminalSkilladvancedMulti-agent task dispatcher and coordinator
Break down compound user requests and route subtasks across specialized agent threads
Tools: Chat, TerminalSkillintermediateMulti-Agent Coding Workspace Monitor
Track active coding agent processes, quota consumption, and pending developer approvals in one place
Tools: GitHub, Slack, TerminalintermediateMorning developer operations digest and build triage
Compile pull request statuses, failing test pipelines, and team alerts into a single morning briefing.
Tools: GitHub, Slack, Terminal, EmailintermediateMonitoring customer on-prem deployments and update errors
Track remote customer software versions, analyze update failure logs, and prepare support tickets.
Tools: Slack, Linear, Database, TerminalintermediateModular domain agent scaffolding
Scaffold execution logic, dependencies, and configuration files for specialized agents
Tools: GitHub, Terminal, DocsSkillintermediateModular Brick CAD Model Generator
Turn design concepts and part constraints into programmatic brick CAD assembly files
Tools: GitHub, Chat, TerminalintermediateModular agent configuration search and benchmark runner
Evaluate combinations of agent modules across benchmark environments to find optimal pipelines
Tools: GitHub, Terminal, DocsSkilladvancedModernizing sensor prototypes for desktop input
Refactor legacy hardware driver repositories and map raw sensor inputs to desktop actions
Tools: GitHub, TerminalSkilladvancedMissed-call text-back and lead intake
Follow up with missed phone callers via text to qualify leads and log customer notes
Tools: Slack, Phone, Chat, CRMintermediateMeeting transcript digestion and task dispatch
Extract decisions, key takeaways, and action items from transcripts to prepare backlog tickets
Tools: Linear, Slack, Notes, DocsintermediateTurn meeting transcripts into notes and action items
Transcript in; summary, decisions and owners out.
Tools: ChatbeginnerManaging persistent developer context and automation scripts
Maintain persistent code snippets, scheduled routines, and environment state across work sessions
Tools: Chat, Database, TerminalintermediateManaging parallel code tasks across worktrees
Coordinate separate git worktrees, inspect code diffs, and prepare pull requests.
Tools: GitHub, TerminalSkillintermediateManaging ops tool executions and policy checks
Route infrastructure commands through tool registries and verify execution policies safely.
Tools: Slack, Datadog, GitHub, TerminalintermediateManaging daily schedules and communications through voice commands
Review schedules, summarize incoming messages, and draft replies using spoken instructions.
Tools: Calendar, Email, NotesSkillintermediateManaging cross-session coding preferences and project memory
Store, retrieve, and audit developer context and conventions across coding tasks
Tools: Chat, Database, TerminalSkillintermediateManaging containerized mapping and routing services
Inspect container health, test geospatial query endpoints, and schedule volume updates safely.
Tools: Slack, TerminalintermediateManaging containerized agent workers for local development
Deploy, monitor, and coordinate isolated worker containers across development tasks
Tools: GitHub, Terminal, ChatSkillintermediateManaging concurrent coding tasks across git worktrees
Spin up isolated branch workspaces to develop features in parallel and inspect changes
Tools: GitHub, TerminalSkilladvancedManaging branched context threads for code tasks
Fork conversational sessions to test multiple technical approaches without polluting working context
Tools: GitHub, Chat, NotesSkillintermediateManage repository task logs in the terminal
Inspect, update, and resolve version-controlled issue logs alongside code
Tools: GitHub, TerminalSkillintermediateManage and run integration workflows through chat
Build, inspect, and trigger automation pipelines directly through conversational prompts
Tools: Chat, TerminalSkillintermediateMaintaining technical context across coding sessions
Save architectural rules and past debugging fixes to reload a compact working memory
Tools: Database, Terminal, NotesSkillintermediateMainframe job and COBOL compilation debugging
Inspect mainframe job logs, trace syntax errors in legacy source datasets, and prepare fixes
Tools: Terminal, DocsSkilladvancedLong-horizon operations task coordinator
Execute complex operational routines, manage recurring checks, and prepare review summaries
Tools: Terminal, Database, Docs, ChatadvancedLocal environment service monitoring and stack setup
Inspect local development services, verify port bindings, and troubleshoot runtime logs
Tools: Terminal, Chat, NotesSkillintermediateLegacy codebase documentation generator
Map complex legacy program flows and business logic into maintainable system documentation
Tools: GitHub, Docs, NotesadvancedLarge language model research paper digest
Summarize technical AI preprints, benchmark architectures, and extract key implementation takeaways
Tools: Browser, Notes, PDF files, ChatSkillintermediateIterative local code debugging and patch execution
Run build tests in your terminal, diagnose errors, and safely edit code
Tools: Terminal, ChatSkillintermediate
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