Reasoning traces do not show which events change a model's chance of solving a task. This skill guides PTS searches, event interpretation, and local dataset exports with explicit measurement caveats.

Choosing an open-weight model can be difficult when hardware memory is limited. Local AI Picks helps compare model weights, memory needs, and sources for your device.

New AI products can create search opportunities that are difficult to prioritize. This skill organizes keyword candidates using demand, trends, and competition data.

New AI terms are difficult to assess before search data settles. This skill gathers signals and organizes keyword opportunities using available search and competition data.

New AI names are spread across multiple sources and are difficult to track consistently. This skill gathers recent signals into one deduplicated report.

Backlink sources can be difficult to assess and compare. This skill uses backlink-guard to gather evidence and summarize link opportunities and risks.

Competitor traffic data can be difficult to compare across sources. This skill gathers paid traffic and SEO estimates into a comparison and identifies growth opportunities.

Stone selection and installation details can be difficult to compare. This guide uses renovation references to explain options and common pitfalls.

只靠檔案來理解不熟悉的儲存庫會很慢。此技能會引導 Claude、Codex 和 Claude Code 查詢 DeepWiki，以進行架構、功能與貢獻研究。

AI platforms can provide conflicting claims and uneven citations. This skill captures their answers, compares facts, and produces traceable verification reports.

SRA 和 GEO 研究通常需要手動轉換登錄號、檢查中繼資料，以及查詢論文。此技能會引導 SRAgent 工作流程，用於資料集分析、下載和單細胞定序審查。

Collecting structured data across many platforms requires different tools, schemas, and cost controls. This skill guides Actor selection, execution, result retrieval, and troubleshooting through Apify.

目前的軟體事實變化速度比模型訓練資料更快。此技能會提示 Claude、Codex 和 Claude Code 在回答前先驗證版本、日期與發布狀態。

在 AI 聊天中檢視儲存庫文件可能很慢。此技能使用 GitMCP 擷取文件、搜尋文件並搜尋程式碼。

尋找可靠的中國地圖地點與路線可能需要多次呼叫 AMap API。此技能會引導 POI 搜尋、路線規劃、旅遊規劃與地圖視覺化。

當前研究任務需要最新來源與精簡摘要。此技能會執行 Gemini CLI 搜尋，並要求它傳回附有來源的 Markdown。

Selecting creators requires comparing prices, audience fit, and content evidence across candidates. This skill guides SocialDataX queries and produces a budget-aware comparison with explicit uncertainties.

Modern websites often require browser rendering before useful content appears. This skill uses AdsCrawl for extraction, screenshots, and stateful browser sessions.

Broad research requests require many searches, source checks, and organized notes. This skill guides Actionbook browsing and turns findings into structured reports.

歷史水務與捕魚紀錄難以一致地分類。此技能會引導證據審查、引用擷取，以及結構化批次提交。