claude

STORM

Wikipedia-style long-form article generation via multi-perspective question asking and retrieval — a Claude-native port of Stanford STORM's two-stage research-to-article pipeline

596 on GitHubby Frad LEEv0.1.0MITupdated 7 days agoproductivity
/

Plugin storm from marketplace frad-dotclaude in FradSer/dotclaude. Commands read from the repo's manifest — 6 days ago.

What it installs

Skills (6)

  • storm-engine

    Provides the shared STORM methodology, artifact layout, stage-gating contract, citation hygiene, and retrieval fallback. Use when executing any /storm:* skill (generate, research, outline, write, polish). Internal knowledge; never user-invocable.

  • storm-generate

    Run the full STORM pipeline end-to-end. This skill should be used when the user asks to "generate a storm article", "write a wikipedia-style article about X", "research and write a long-form piece on X", or invokes /storm:generate. Orchestrates research -> outline -> write -> polish, skipping alread

  • storm-outline

    Run STORM phase 2 — outline generation. This skill should be used when the user asks to "generate an outline for a storm article", "draft a wikipedia-style outline", or invokes /storm:outline. Produces a draft outline from parametric knowledge then refines it using the research information table.

  • storm-polish

    Run STORM phase 4 — article polishing. This skill should be used when the user asks to "polish the storm article", "finalize the article", or invokes /storm:polish. Adds a summary section, removes duplicate content, and verifies citation integrity.

  • storm-research

    Run STORM phase 1 — multi-perspective research. This skill should be used when the user asks to "research a topic for an article", "find sources on X from multiple perspectives", "do storm research on X", or invokes /storm:research. Discovers personas, runs simulated Q&A per persona in parallel, and

  • storm-write

    Run STORM phase 3 — per-section article writing. This skill should be used when the user asks to "write the article sections", "draft the storm article", or invokes /storm:write. Writes each outline section in parallel with inline citations grounded in the research sources.

Subagents (1)

  • storm-researcher

    Use this agent to run ONE persona's simulated conversation in the STORM research phase. Spawned in parallel by /storm:research — one agent per persona. The agent conducts a multi-turn WikiWriter↔TopicExpert dialogue grounded in retrieval and returns a structured conversation log. Do not spawn for ge

View source on GitHub dotclaude.frad.me

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