scholar-evaluation
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers,…
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Updated 10-28 00:17
14,289 results
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers,…
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps,…
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for…
Daily topic selection assistant. Fetches AI/tech/creation information sources, translates this week's material index, syncs to Feishu, opens Obsidian, and recommends topics worth writing about according to Qiaomu's preferences. Use when user asks "乔木雷达", "检查今天的更新", "抓取最新文章", "今天值得写什么", or "推荐选题".
Creates and updates README files, API documentation, changelogs, architecture docs, and user guides for Loom projects. Use when docs are outdated, a feature…
ALWAYS scan the JOYCO knowledge indexes — the logs (hub.joyco.studio/logs) AND the toolbox (hub.joyco.studio/toolbox) — BEFORE writing or finalizing a plan for…
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
Write or refine a forward-looking research proposal — a plan for work not yet done, judged on plausibility and feasibility rather than results. Two modes: a…
Find and fill missing or outdated translation strings in the web app's locales, using the English (en) strings as the source of truth. Use when asked to…
Orchestrate foundation skills to optimize a newsletter draft or write a full issue from an outline. Use when asked to 'optimize this draft', 'polish this…
Rigorous A/B/C testing framework for empirically evaluating reasoning patterns. Use when you need data-driven pattern selection, want to quantify trade-offs…
Multi-LLM parallel research with query decomposition and synthesis
Updates standard project documentation files (README, CODE_DOCUMENTATION, DESIGN_PHILOSOPHY) to reflect the current state of the codebase.
Retrofit or repair spec frontmatter mappings between specs, implementation files, and test files.
Use when organizing research outlines, PRD iterations, follow-up question lists, acceptance test cases, and BKN_Creator handoff summaries from customer background, visit preparation, business interviews, meeting minutes, audio transcriptions, PRDs, BRDs, process descriptions, system/data materials, or rough ideas.
Research a company with Revor public-web evidence, customs entity resolution and trade data, and role-focused contacts. Use for company background checks,…
Sweep the web for new chatter on a topic, skip what earlier runs already saw, verify what is left, and write one ranked, cited findings file to feed a blog…
Guide users through a structured workflow for co-authoring documentation, proposals, technical specifications, decision records, and similar documents. Use…
Based on a personal Chinese writing style calibrated from 19 samples, turn facts, notes, or drafts into engineering-practice-driven first-person in-depth content; supports new writing, rewriting, diagnosis, and topic adaptation. Trigger: write in my style, rewrite in my voice, rewrite in my writing style, match my voice.
Write and maintain an implementation diary capturing what changed, why, what worked, what failed (with exact errors and commands), what was tricky, and how to…
Use when writing or editing Simscape Language (.ssc) source files — components, domains, or functions. Triggers include: model a physical component in .ssc;…
Upload Obsidian or local Markdown articles to X/Twitter Articles drafts, automatically use the first image as the cover, and insert all body images at their original positions in the source text. Suitable when the user asks to upload, publish, or save Markdown to X Article, especially when needing to reuse the Chrome login state and use an independent Playwright…
Use when researching Apple frameworks, APIs, or WWDC sessions - provides techniques for retrieving full transcripts, code samples, and documentation using…
Generate complete JSON-LD schema markup for blog posts including BlogPosting, Person, Organization, BreadcrumbList, FAQPage, and ImageObject. Validates against…