Research AI Skills

Define approval, sandbox, filesystem, and command policy for local autonomous agents.

Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search…

Create, update, or validate a PRD. Use when the user wants help producing, editing, or validating a PRD

Use for authorized RF/SDR security research including signal identification, replay feasibility study in shielded labs, and wireless protocol analysis outside classic Wi-Fi.

Searches arXiv for preprints and academic papers, retrieves abstracts, and filters by topic. Use when the user asks to find research papers, search arXiv, look up preprints, find academic articles in…

Create, repair, validate, visually QA, and package Codex-compatible animated pets and pet spritesheets from character art, generated images, company or prospect brand cues, or visual references. Use…

Run a pre-mortem risk analysis on a PRD or launch plan. Categorizes risks as Tigers (real problems), Paper Tigers (overblown concerns), and Elephants (unspoken worries), then classifies as…

Enter a friendly OpenSEO coach mode that explains workflows, recommends next steps, and helps users use agents, web search, scraping, and MCP data effectively.

Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed…

AI Berkshire skill: 投资论文追踪：买入后的纪律系统. Source: skills/thesis-tracker.md.

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for…

Business writer that synthesizes research, strategy, and financial findings into executive briefings and reports. Use after upstream specialist agents have produced their data.

Generic read-only fallback for any source opencli covers but this repo has no dedicated reader for — Yahoo Finance, Bloomberg, Reuters, Barchart, Eastmoney, Xueqiu, Sinafinance, Reddit, HackerNews,…

Search Europe PMC for scientific literature and download open-access full texts and PDFs. Retrieve full-text XML/plain text by PMCID, get citation lists and bibliography.

Interactive PM interview with expertise-adaptive questioning for requirements elicitation

Post-print earnings update for a covered name: beat/miss decomposition, EPS quality, transcript debate map, estimate revisions, thesis impact. Also the call-only ask that wants the transcript Q&A and…

Turn manuscript text, claims, figure/table statements, abstracts, slides, or novelty/comparison assertions into verified, imaging-journal-scoped citation candidates and export one…

Use when a meta-agent request is too ambiguous to safely generate, package, publish, or adapt without one to five targeted questions.

Generate personalized news intelligence with verified sources (7-day freshness requirement)

Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user…

Expert guidance for selecting and parameterizing cognitive psychology experimental paradigms based on research questions

Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0]…

Produces detailed law-school case briefs of United States judicial opinions in a fixed nine-section structure: memory jogger, facts, procedural history, judicial votes, holding, opinion-by-opinion…

Design a learning sequence teaching prompt quality — comparing vague vs. refined prompts to show why specificity and context transform AI output. Use when students use AI without understanding why…

Use when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes.

Create academic presentation slide decks and optionally demo videos from research papers. Use when the user asks to "make slides", "create a deck", "make a presentation", "demo video", "paper slides",…

Use when a review workspace has manuscript text and needs a traceable claim ledger.

Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs.

Source-cited draft: personal income tax for Afghanistan (tax year 2025) — rates, thresholds and rules with primary-source citations. Unverified; pending local-accountant review.

Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify improvements. Use after receiving peer…

Use when you need full-text PDFs for a list of DOIs, such as a meta-analysis screening set. Batch-downloads open-access copies via Unpaywall, PMC, OpenAlex and Crossref, lists paywalled papers for…

把一大块工作（大到一个代理会话装不下）规划成议题跟踪器上一张共享地图，地图由决策工单组成；再一张一张地解决，直到通往目的地的路变清楚。

Use when generating a daily 24h AI / Agent / AIGC top-news briefing, publishing it as a DingTalk document, validating it, and optionally archiving it to a DingTalk multidimensional table. 钉钉专用版。

Use when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the AEJ family, or when sharpening a fuzzy contribution sentence into one publishable…

Generate visual prototype prompts from SCR- entries for Google Stitch (or equivalent UI generation tool). Triggers on: 'make a prototype', 'visualize screens', 'generate Stitch prompt', 'I need a…

Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons.…

Use when the user wants to set up automated daily promotion / marketing for their Claude Code skills — researching how top skills are promoted on marketplaces (ClawHub / openclaw / SkillsMP /…

Parse search results from the current WoS results page or API response. Internal skill used by other skills.

Use when asked "write a comparison page" or to plan an alternative or versus page from verified competitor evidence. Suede AI returns evaluator-focused copy, fair comparisons, pricing context,…

读取医学论文项目状态与现有工件，生成当前进度地图、关键风险和一个最合适的下一步建议。当用户问“现在 到哪一步”“下一步做什么”“从哪里开始”或需要澄清多种医学任务的选择时使用；状态查询只推荐下一步， 明确的自然语言任务直接匹配最窄职责 Skill，无需说出技能名；不自动串联后续阶段或宣告稿件可投稿。 Use to review medical research workflow progress…

Use whenever the user wants to obtain, download, or fetch a paper's PDF — given a DOI, an arXiv id, a paper title, a citation, or a list of DOIs. Trigger on phrases like "download this paper", "find…

Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed…

Pre-flight check for legal content BEFORE it is sent to an external, cloud-based AI tool (a browser chatbot, an office-suite assistant, any API outside the firm's control). Inventories what actually…

Use when asking a question against a personal wiki built with wiki-init and wiki-ingest. Do not answer from general knowledge — always read the wiki pages first.

通用法律答复草稿工作流，用于把已检索到的法规、案例和引用核验结果整理成可复核、可转发、可继续修改的答复文本。Use when：律师、法务、合规或法律运营需要回复客户、业务、领导或内部群，且问题不明显属于某个已单独建模的垂直场景。NOT for：纯资料探索、仅需检索列表、不需要形成答复草稿的任务；以及已有更合适垂直…

Add items (research objects) to existing research outline.

Builds Databricks data products from live web data, end to end: discovers the right Nimble web-data agents, scrapes into Delta tables, and produces an AI/BI dashboard and/or a deployed Databricks App…

Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand…

This skill should be used when the user asks to "create a presentation", "make slides", "build a slide deck", "create a talk", "make a keynote", "create a Reveal.js presentation", "generate…

Entry point for open-source intelligence, investigation and verification work. Routes any identifier — a name, phone number, email address, username, domain, company, photo, crypto address, tail…

Internal shared-reference support package for installed Nature Skills, including nature-writing, nature-polishing, nature-response, nature-reader, and nature-paper2ppt. Do not invoke it as a…