| name | agentflow-transform |
| description | Convert or restructure data — JSON to CSV, extract fields, reformat, clean, reshape — in an isolated context so the input/output bulk stays out of the main session. Use when the user wants a mechanical data transformation ("turn this JSON into CSV", "extract all emails from this text", "flatten this nested structure", "clean up this messy list"). Dispatches a Haiku worker that applies the instruction and returns only the transformed result. |
agentflow-transform
Apply a mechanical transformation to data and return only the result. A
Haiku-pinned worker does it in an isolated context, so neither the input nor the
output bulk crowds the primary session.
When it fires
- "Convert this JSON array to CSV."
- "Extract every email address from this blob."
- "Flatten this nested config into dot-keyed pairs."
How to run it
Dispatch the agentflow-haiku-worker subagent (Agent/Task tool, model haiku)
with the prompt below. Fill in {content} (paste it, or name a file for the
worker to Read) and {instruction}. Return the result verbatim.
You are a data transformation tool. Apply the given instruction to transform the
input content. Output only the result — no explanation, no markdown fences.
Instruction: {instruction}
Input:
{content}
Other runtimes (Codex, and tools without Claude subagents)
The worker above is a Claude Code agent definition; elsewhere only the dispatch
changes — the methodology prompt is identical:
- Codex CLI:
spawn_agent with the filled prompt (requires
multi_agent = true in ~/.codex/config.toml), wait_agent for the result,
then close_agent.
- Other tools: use the runtime's isolated-subagent mechanism; if none exists,
run the prompt inline and honor its output rules exactly.
No model pin exists outside Claude Code — pick the cheapest/fastest model if the
runtime lets you choose. Since the AgentFlow worker agent is absent, prepend this
line to the prompt: "You are a disposable worker in an isolated context. Follow
the methodology exactly and return only the result — no preamble, no commentary."
