AI Engineering

Ask Simple rewrites technical questions in plain words and asks only when the answer changes what gets built. It also screens structural choices with six checks and ends with a recommendation.

Subagent runs one-shot or parallel headless provider LLM jobs and returns the result on stdout. Use it for fan-out tasks, bulk per-file work, or calling a specific provider model without a long-lived conversation.

Subagent fans out one-shot or parallel cc-fleet provider workers that return a result. Use it for delegated research, bulk per-file work, or a single background model call, not for multi-phase workflows or local editing.

Team spawns long-lived provider LLM teammates in tmux panes and lets you message them across turns. Use it for sustained parallel work, collaborative debugging, or watchable multi-step tasks.

Test Agent Hooks exercises a real provider turn and checks that hooks drive Zedra through Running, WaitingApproval, and Completed states. Use it to verify hook wiring, approvals, and completion events for codex, opencode, or pi.

What Could Go Wrong runs a premortem before hard-to-undo decisions, asking what might fail, what’s missing, and why the plan could break. It is used for contracts, launches, migrations, and other one-way changes.

What's Next picks the next piece of work when you ask what to do now, what is left, or what is blocked. It reads recent state, open pull requests, and the backlog, then recommends one plain next task or a finished merge.

Workflow orchestrates multi-phase, dependent, or resumable runs over many provider subagents from a JS script off the main context. Use it for fan-out/barrier/synthesis, per-item pipelines, or runs that must resume after interruption.

Workflow orchestrates multi-phase cc-fleet runs over provider subagents from a JavaScript script. Use it for fan-out, barriers, per-item pipelines, resumable runs, or other dependent workflows that need to run off the main context.

Adopt The Huma OpenAPI Wrapper wires a Go service to the shared Huma OpenAPI 3.1 and RFC 9457 problem packages. Use it when migrating or standardizing an HTTP API on the lib-commons wrapper and its spec generation and error handling patterns.

Analyzing Options structures multiple viable approaches with trade-offs, effort estimates, and a recommendation. Use it for strategic decisions, architecture choices, or any problem that needs a clear comparison.

Audio To SRT Converter turns audio files into SRT subtitle files with speech recognition, timestamping, and line-length controls. Use it when you need subtitles from MP3, WAV, M4A, FLAC, or similar audio.