Finding recent Chinese news across reliable sources can take time and return irrelevant results. This skill searches the curated ZAKER news database by keyword and optional recent dates.

News queries need current headlines from a clear source. This skill fetches ZAKER hot-news data and formats concise briefings.

Users need current news by category without searching broad feeds. This skill retrieves ZAKER category articles and formats concise summaries for quick review.

Product teams need defensible market selection before investing in launch work. This skill structures Sorftime MCP data into market insights, opportunity gaps, and Go/No-Go deliverables.

Product teams often chase features without proof that customers care. This skill compares reviews, keyword signals, and community discussion to validate feature demand.

Long articles and papers can hide weak arguments, missing context, and unclear next steps. This skill applies structured thinking frameworks to produce clear summaries, critiques, and actions.

AI news changes quickly, and users need current updates from credible sources. This skill searches public AI sources, filters duplicates, and returns categorized briefs with links.

Finding useful open source repositories is slow when queries are broad and results are noisy. This skill turns requirements into GitHub searches, filters candidates, and returns a structured recommendation report.

Medical teams need help choosing safe workflows across many biomedical tasks. This skill maps requests to OpenClaw capabilities and Codex execution guidance.

Manuscripts often omit design details or overstate statistical evidence. This skill audits reporting and drafts precise revisions without inventing missing facts.

Researchers often need an objective pre-submission critique before sending a manuscript. This skill turns supplied manuscript material into grounded Nature-style reviewer reports.

Incorrect citation metadata can undermine manuscripts and delay publication. This skill compares references with authoritative sources and produces evidence-based corrections.

Full paper translation can lose figures, tables, and source context. This skill creates a grounded Markdown reader with Chinese-English blocks, source anchors, and figure placement.

Scientific papers are difficult to evaluate when claims, methods, and evidence are scattered across sections. This skill creates a structured, traceable Paper Card with explicit limits.

Researchers often need a clear presentation from a dense paper. This skill turns papers into concise Chinese PPTX decks with figures, notes, and QA checks.

Keeping current with research requires repeated searching, filtering, reading, and organizing. This skill defines a configurable workflow for recurring discovery, delivery, and archival.

Scientific figures often fail because story, evidence, export, and review checks are separated. This skill guides Claude, Codex, and Claude Code through one publication-ready workflow.

Scattered laboratory notes make experiments difficult to review and reproduce. This skill organizes mixed source material into structured Markdown records with linked attachments.

Finding authorized full text across publishers, repositories, and institutional portals is slow. This skill routes requests and verifies downloaded academic files.

Researchers need defensible citations that match each manuscript claim and journal scope. This skill segments text, searches Nature/CNS-family metadata, and exports reference-manager files.