storm-researchSTORM-style pre-research for content creation. Use to break a topic, trend, external article, product question, or learning area into perspectives, contradic...
Install via ClawdBot CLI:
clawdbot install yangchao228/storm-researchGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/yangchao228Audited Aug 26, 2026 · audit v1.0
Generated Oct 26, 2026
A developer-tools content marketer is assigned a piece on a fast-moving AI trend. They run STORM Research to surface practitioner, researcher, and skeptic perspectives, map contradictions, and produce a confidence-scored brief plus an evidence plan before drafting.
A product manager collects several competitor and industry articles and needs to distill consensus, conflicts, and blind spots before writing a positioning memo. The skill generates a research brief and flags claims requiring primary-source verification.
An instructional designer breaks down a new learning topic into perspectives and a frontier question, then builds an evidence plan and confidence review to decide which modules need stronger sourcing before building the course.
An editorial team uses the contradiction map and confidence review to catch unsupported claims and social screenshots before publication. The evidence plan routes weakly supported findings to primary sources before the article advances.
A consultant scopes a research request touching regulated advice and uses the stop conditions to pause, documenting missing perspectives and verification needs. The structured content_state handoff makes the next-stage evidence collection auditable.
Agencies charge monthly retainers to produce well-sourced thought leadership and blog content, using STORM Research as a repeatable pre-writing quality gate. Clients pay for faster briefs with traceable confidence and evidence plans.
A SaaS product wraps the perspective, contradiction-map, and confidence-review workflow into a collaborative editor with source tracking. Teams subscribe by seat to standardize pre-writing research and improve citation quality.
Independent analysts sell structured research briefs, contradiction maps, and evidence plans to writers, marketers, and course creators as standalone deliverables. Upsells include verification sprints for weak claims.
💬 Integration Tip
Use this skill as a pre-writing gate before the drafting stage: let it generate the research brief and evidence plan, then require the confidence review's 'must verify' items to be resolved with primary sources before advancing. Treat perspectives as structured hypotheses, not facts, and honor stop conditions for high-stakes topics.
Scored Aug 26, 2026
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