Research AI Skills

Audit, question, suggest, or fact-preservingly revise a press release, blog post, contributed article, or expert explainer so AI answer systems can more easily retrieve, understand, quote, and cite…

Multi-agent swarm coordination via the ClawTeam CLI. Use when the user wants to create agent teams, spawn multiple agents to work in parallel, coordinate tasks with dependencies, broadcast messages…

Draft a LaTeX research paper from all previous stage outputs

每日论文推荐的一句话总入口。用户说“今日论文推荐”“过去3天论文推荐”“过去一周论文推荐” “最近3天论文”“看看这周有啥论文”时使用。 内部会自动串联论文抓取、推荐生成、重点论文笔记三步，无需用户手动拆开。

Extract text from PDF documents

Cross-project research memory. Deep-dive past projects' notes, record corrections, and save cross-project insights across all Luxas research projects.

Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews…

Do market research, user research, and product validation on Reddit with semantic search across 50K+ subreddits, 20M+ posts, and 40M+ comments via reddapi.dev - search by meaning, not keywords, no…

Feishu cloud storage file management. Activate when user mentions cloud space, folders, drive.

Generate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate research plan", "撰写研究计划", "写博士申请", "doctoral proposal",…

Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation data. Use when user asks about a…

Use the user's already signed-in official ChatGPT website account, especially GPT-5.5 Pro / ChatGPT Pro, to perform product research, market research, competitor research, second-opinion research, or…

Generate or refine prompts for 杉泽流派 / Shan Ze school-inspired new-oriental mythic ink-and-color fantasy images, especially when the user asks for 山海经、神怪、异兽、妖怪、国风神话、工笔水墨奇幻、东方幻想生物插画, or wants an…

Use when the user asks to write or draft an ORIGINAL RESEARCH ARTICLE — IMRaD paper, conference paper, short/workshop paper, 研究论文/期刊论文/会议论文 — reporting their own completed experiments, in English or…

Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback

学术论文调研技能，用于搜索、筛选和分析学术论文。支持 arXiv、Google Scholar、Semantic Scholar 等学术数据库，提供论文检索、引用分析、研究趋势追踪、文献综述生成等功能。触发条件：用户提及"论文"、"学术研究"、"文献综述"、"arXiv"、"研究趋势"、"学术搜索"等关键词。

Start a substantial build with Codex on Crack. Inspect the user's own configured models and readiness, recommend a lead/worker/tool shape with reasons, and let the user decide before work starts. Use…

Treat an open-ended investigation the way a fuzzer treats a program. After every action, reflect on two things a fuzzer always knows and an agent never does: did anything NEW happen, and where have I…

Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). Convert (idea.md, experimental_log.md, template.tex, conference_guidelines.md) into a strict JSON outline containing a plotting plan,…

Turn research, a document, or a rough idea into a presentation-ready slide deck outline — narrative arc, slide-by-slide content, speaker notes, and visual direction — ready for AI Slides or manual…

Produce THE list of tokens that are hot RIGHT NOW and safe enough to look at, across every chain GMGN supports, scored 0-100 and capped at ten names. This is a screening skill: it starts from no…

Use when a manuscript's claims need to be checked against the sources cited for them, when literature search results must be verified before they enter a draft, or when an agent or collaborator has…

OPS on-demand: This skill should be used when the user asks to "research this", "find the best practice…

Turn expert podcasts into personalized protocols with cited experiments. Load 300 episodes from terminal, run an expert-informed interview, build experiments in your Obsidian morning routine. Use when…

Deep web-research methodology for the interceptor browser surface — investigate a topic the way researchers, intelligence analysts, investigative journalists, private investigators, and OSINT…

Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys.

English LaTeX assistant for existing .tex journal or conference papers. Use for compile repair, venue formatting, bibliography/citation checks, section writing, logic, related work, tables,…

Programmatic Tavily search with context isolation. Use when web search or extraction will return large results that need filtering, deduplication, or multi-step triage before they enter the model…

Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache…

Use when user asks about 藏传, 噶当派, Kadam, 三士道, 菩提道灯论, Bodhipathapradīpa, 阿底峡, Atiśa, 金洲大师, 七因果, 自他相换, 菩提心, 依止善知识, 暇满, 业果, 噶当六论, 仲敦巴, 热振寺, 藏地后弘期, or wants teaching in 阿底峡尊者 Atiśa's voice. Triggers…

Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic…

Use this skill for XCrawl search tasks, including keyword search request design, location and language controls, result analysis, and follow-up crawl or scrape planning.

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10…

Generate the strongest possible Value Proposition for a chosen segment using Ivan Zamesin's AJTBD / Next Move Theory methodology (distinct from generic Christensen JTBD). Input — a…

默认分析工作流规范 — 只读多轮分析、代码事实优先、analyze-lite 关联联查与 PCV 收敛验证

Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entries, and format bibliography. Use when…

Generate a compliant Chinese mathematical-modeling problem-restatement chapter from a complete problem statement, or review a user's restatement against the original problem. Covers research…

Refresh the LLM landscape paper pool (section/x_llm_papers.md) with fetch_llm_papers.py. USE FOR: refreshing citation counts or expanding topic coverage. DO NOT USE FOR: hand-curated entries (use…

Synthesize multiple sources — articles, reports, notes, transcripts — into one structured brief with themes, agreements, contradictions, and gaps. Use when the user says "synthesize this research",…

parallel web research; subagents→synthesis→cite-verify

monitor recent arxiv papers and produce a chinese digest when the user needs a filtered paper watchlist, a ranked update for agent or rag related topics, or an optional feishu webhook push from recent…

Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.

Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF).

Renamed to /model-selection in v6 (removed in v7).

テーマからアウトライン生成→文体プロファイル適用→Markdown記事出力を行う記事執筆スキル。 挿絵マーカーの自動挿入、style-analyzerプロファイル参照による文体統一に対応。 「記事を書いて」「ブログ作成」「テーマで記事生成」等のリクエストで発動。

Create and manage scheduled tasks that run automatically — periodic literature checks, data collection, report generation, and recurring notifications. Use when the user wants to schedule, list,…

Re-checks the code behind a research file from create-research when a reviewer challenges a claim or the question widens, then revises its findings with fresh file:line citations, comments intact. Use…

盒子原创行业研究 Skill 组合中的公司画像专项。建立一家企业或经营主体的可追溯经营画像，核对公司历史与组织、业务与产品、客户供应商等关键经营关系、商业化进展、增长与基础财务质量、治理、战略动作、风险及待验证信号。用于“建立某家公司经营画像”“梳理公司业务、客户供应商和商业化进展”“分析单公司经营基本面、经营质量或成长驱动”“梳理企业战略变化”或制作公司事实卡。 由…

把账号档案、研究证据、选题卡、成稿、发布数据和复盘结论整理成能长期积累和复用的内容资产。用户要保存生产结果、建立主题地图、复用旧选题或维护长期内容库时使用。 English: Organize account profiles, research evidence, topic cards, drafts, publishing data, and review findings into…

Optimize DSPy programs with dspy.GEPA — a reflective/evolutionary optimizer to consider against task-specific baselines within an authorized evaluation budget. Use when the user says optimize,…

Use the Claude Code CLI as a depth-analysis co-pilot for paper-from-zero. Primary role: claim tree compression, logical hole detection, evidence sufficiency audit, and review/empirical routing…