Research AI Skills

Use this skill when presenting information from external sources, citing research, or answering factual questions. Assess source credibility and recency before relying on it.

Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence. Use this skill when a user wants to turn broad medical research value into specific…

Build source-backed research answers and documents with a task-isolated citation ledger, verified quotations, and explicit evidence gaps.

Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline.

Execute autonomous multi-step deep research on any topic. Use when the user asks for comprehensive research, literature reviews, competitive analysis, topic deep-dives, or wants to understand a…

Draft copy-paste-ready X replies - two options per reply-worthy tweet from tracked accounts, topics, or lists (default), or ready-to-post responses to engagement opps in recent logs (from-logs)

Download PDFs (when available) and extract plain text to support full-text evidence, writing `papers/fulltext_index.jsonl` and `papers/fulltext/*.txt`.

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

Find, verify, and curate teaching resources for lesson preparation. Use this skill whenever a teacher asks to 联网查资料, 查课标, 找教材背景, 找公开课资源, 找案例, 找素材, 找时事, 找图片/视频/网页资料, 引用依据, 课程标准, 教材版本, 考试要求, 学科前沿, or…

Use when polishing the prose and structure of an Academy of Management Review (AMR) manuscript to AOM house style and an argument-driven voice. Late-stage polish; it does NOT build theory or check…

The list/roundup content type — design honestly-curated, scannable, AI-citable listicles ("7 ways to X", "best tools for Y") and expert / product / link roundups. Use when someone wants a listicle, a…

Verifies that every entry in a bibliography ACTUALLY EXISTS by cross-checking it against four keyless public scholarly APIs (Crossref, OpenAlex, Semantic Scholar, arXiv) with a polite mailto…

全面的亚马逊选品与机会分析。评估市场需求、竞争强度、利润潜力和进入壁垒，适用于任何产品类目或细分市场。基于BSR数据、评论分析和定价模式。

Vet one fresh content opportunity with receipts, source times, duplicate checks, and honest no-post exits.

Query Firecrawl Research Index paper endpoints for topic discovery, source metadata, question-matched passages, and citation-neighbor expansion. Use when a researcher explicitly asks for Firecrawl…

Verifies that every bibliography entry actually exists by cross-checking Crossref, OpenAlex, Semantic Scholar, and arXiv (no API key required) plus doi.org DOI registration, fuzzy-matching title and…

Semantic search using Exa API for security research queries. Unlike keyword-based search, Exa understands context and retrieves high-quality, relevant results for technical research.

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence…

User selects which surfaces to win (owned/google-serp/google-aio/chatgpt/perplexity/claude/gemini/reddit/youtube). Drives format choice + content style. From claude-blog Phase 0 pattern.

OpenDesign renewal + seat-expansion business case for a growing customer: realized value, usage proof, and the expansion ROI. Built as a decision-grade B2B sales deck for champion, finance approver.

Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize

Step of the research-audience playbook: the worker brief for researching one buyer group, returning notes in a fixed shape. Run research-audience instead; not for direct use.

Use when a quest does not start from a blank state and the agent must first audit, trust-rank, and reconcile existing baselines, results, drafts, or review materials before choosing the next anchor.

Orchestrates a full drug discovery workflow from target identification through lead optimization. Use when searching for drug candidates against a biological target, evaluating compound libraries, or…

Audit/regression checks for the evidence-first survey pipeline: citation health, per-section coverage, placeholder leakage, and template repetition.

Use to judge whether a manuscript's landing point is an ACCOUNTING issue (accounting information / disclosure / audit / standards) versus a corporate-finance mechanism, before drafting for 《会计研究》…

Create or review grammar check deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for grammar check work.

Query ClinicalTrials.gov via its API v2 to search trials by condition, drug, location, recruitment status, or phase and retrieve trial details by NCT ID. Use when finding interventional or…

Answer staff questions from SOPs and guidelines with a citation, and refuse when the procedure is silent.

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature…

Mine the last 24 hours of trending news via Exa/Firecrawl MCP, fact-check ONE topic, and output viral-ready post options in the user's voice with receipts. Use for scheduled news-post Routine runs.

Runs a 13-agent deep research pipeline for rigorous academic work on any topic across 7 modes (full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and…

Plans content syndication across paid and organic channels: content atomization with Ross Simmonds' distribution framework, NetLine-informed lead follow-up timing, syndication network economics, and…

Checks whether each claim in a manuscript is supported by the source it cites, reading the project's per-source Markdown knowledge base. Flags contradicted, unsupported, overclaimed, out-of-scope, and…

Professional LaTeX writing assistant. Capabilities include: scanning existing LaTeX templates, reading reference materials (Word/Text), drafting content strictly following templates, and compiling…

Use Foreman diagnostics, playbooks, research, board simulations, solo and language modes, or persistent implementation tracking for an entrepreneur.

Use the assigned Slack bot from Slack conversations, Paperclip tasks, and routines to read shared discussions and collaborate.

Plan work too large for one agent session as decision tickets resolved one at a time. Use when the user asks for a multi-session roadmap or long-running plan.

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

Guide for setup arXiv paper search MCP server using Docker MCP

For a list of companies, finds dated, linked timing signals from the last 90 days (funding, new leaders, hiring, launches), drops stale ones and noise, scores timing, and gives one personal hook per…

Use when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or fusion-aware search instead of the paper-oriented default loop.

Calculate polygenic risk scores from DTC genetic data using the PGS Catalog

End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.

迭代执行流水线开发计划阶段。基于 spec.md 调用 /speckit.plan 以测试驱动开发模式构建 开发计划、技术调研与数据模型，并在同一 subagent 内就地做文档级合规自检，产出 plan-report.md。 speckit 命令与报告模板详见 ../references/subagent-prompt-template.md §2.2。

tags: [bioconductor, r, proteomics, vignette-grounded]

Route an unbound research Goal to one Workflow or materialize its initial C0 kickoff block; use during initial binding, not for later checkpoint summaries or approval.

source-verification — Verify articles, claims, and web sources by separating what is directly supported, what is partially supported, and what is unverified or misleading.

Choose, configure or troubleshoot AI coding tools, and write bounded task briefs. Use for tool comparison, prompt context, task scope, acceptance, ownership and verification.

Agents should invoke this skill for broad multi-claim research projects needing planning, parallel investigation, source merging, gap closure, citation audit, and final synthesis when narrower…

Audits and repairs Markdown link health across a skills repo via a four-tier pipeline (config hardening, intra-repo file-ref fixes, external URL substitutions, residual exclusions) and enforces a Tier…