claude

mz-research-pipe

Research and content pipelines — multi-source web research, file translation with structural fidelity, prior-output synthesis, and codebase explanation with diagrams

3 on GitHubby Stanislav Gonorovskiiv0.57.0MITupdated 4 days agodevelopment
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Plugin mz-research-pipe from marketplace mozg-pipelines in DoctorMozg/claude-pipelines. Commands read from the repo's manifest — 4 days ago.

What it installs

Skills (4)

  • combine

    Consolidates existing local research, task artifacts and prior reports into one unified report. Use when the user says "combine our findings" or "pull together everything we found so far". Not for new research from scratch (use deep-research).

  • deep-research

    Researches a topic across many web sources and writes a sourced report. Use when the user says "research X", "deep dive into" or "what is the state of", or needs a thorough briefing. Not for consolidating work already on disk (use combine).

  • explain

    Explains how existing code works in a diagram-rich report on design and weak spots, read-only. Use when the user says "walk me through", "diagram this" or "explain this module". Not for a short sourced answer to a question (use ask).

  • translate

    Translates docs and i18n resources into another language. Use when the user says "translate X to Y" or "localize", or wants files or docs in another language. Not for one phrase or sentence (answer inline) or same-language rewording (use naturalize).

Subagents (1)

  • pipeline-translator

    Pipeline-only. Dispatched by /translate. Translates one file or chunk with Bash-verified placeholder and structural fidelity. Preserves markdown, fenced code, and i18n tokens. Emits a per-chunk confidence report; supports lean back-translate round-trips. Do not dispatch standalone.

View source on GitHub sgon.ai

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