Research

Always invoke this skill for ANY request to write, propose, choose, rank, rewrite, compare, or audit an economics paper title—including 中文 requests for 论文标题, 英文标题, 标题候选, 推荐标题, or 备选标题. Invoke it when the user asks for one recommended English title plus alternatives from an empirical, theoretical, or structural economics manuscript, even if the skill is not named. It reads the paper body and treats every displayed title as a factual promise. Do not use for section, table, figure, news, or book...

Decomposes underspecified requests by classifying gaps (missing info, ambiguity, false premises) and generating targeted clarifying questions. Produces a confirmed problem statement before any implementation begins. For sharpening a request that already exists; not for open-ended requirement discovery from a vague idea (use the research command).

Independent, execution-grounded review of a build phase against its done-when requirements. Runs the suite first, verifies each requirement with evidence and a trace, returns PASS or FAIL with specific findings.

Deep web research with Brave Search API. Find sources, extract content, and compile comprehensive reports. Use when a user asks to research a topic on the web, find information online, compile a research report, search the internet for sources, do a deep dive on a subject, gather web sources for a report, or investigate a topic thoroughly using multiple online sources.

Build voice AI applications using Microsoft's VibeVoice — open-source frontier voice synthesis, recognition, and real-time conversation. Use when: building voice assistants, adding TTS/STT to applications, creating real-time voice chat, voice cloning.

When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup.

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," or "new user experience." For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.

When the user wants to find, qualify, and build a list of prospects to reach out to \u2014 across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions \"prospecting,\" \"build a prospect list,\" \"find prospects,\" \"find leads,\" \"lead gen list,\" \"find SaaS companies that,\" \"find B2B companies,\" \"find local businesses,\" \"ICP-fit accounts,\" \"who should we go after,\" \"outbound list,\" \"target account list,\" \"find clients near me,\" \"businesses with...

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"user activation,\" \"first-run experience,\" \"empty states,\" \"onboarding checklist,\" \"aha moment,\" \"new user experience,\" \"users aren't activating,\" \"nobody completes setup,\" \"low activation rate,\" \"users sign up but don't use the product,\" \"time to value,\" or \"first session experience.\"...

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions \"A/B test,\" \"split test,\" \"experiment,\" \"test this change,\" \"variant copy,\" \"multivariate test,\" \"hypothesis,\" \"should I test this,\" \"which version is better,\" \"test two versions,\" \"statistical significance,\" \"how long should I run this test,\" \"growth experiments,\" \"experiment velocity,\" \"experiment backlog,\" \"IC...

When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze competitor,' 'competitive intelligence,' 'competitor deep dive,' 'who are my competitors,' 'competitor landscape,' 'competitor dossier,' 'competitive audit,' or 'research these competitors.' Input is a list of competitor URLs. Output is structured competitor profile markdown fil...

Search Yelp businesses and reviews, compare local options, and audit listing quality with official APIs, public pages, and safe action boundaries.

Conduct AI-led research with autonomous literature review, hypothesis generation, analysis, and synthesis while human provides vision.

Support veterinary understanding from pet care to clinical practice and research.

Evidence-based therapeutic techniques — CBT, ACT, mindfulness, and reframing for anxiety, rumination, and behavioral patterns.

Combine multiple sources into unified insights with source tracking, conflict resolution, and coverage verification.

Summarizes any source without losing the claim: documents, meetings, papers, threads, transcripts, data, and code changes. Use when asked to summarize, condense, shorten, recap, distill, or write a TLDR, abstract, or executive summary; when a source is too long to read or must hit a word count; when summarizing a call, interview, Slack channel, pull request, contract, earnings report, podcast, or a stack of sources on one topic; when a summary dropped something important, invented a detail, t...

Runs a student''s whole term: course load, weekly plan, lectures, notes, retrieval practice, coursework deadlines, grades, and exams. Use when a syllabus, reading list, or semester has to become a weekly schedule; when an exam, midterm, final, viva, or professional certification sits on a date; when revision is not sticking, rereading has replaced recall, or a topic will not stay in memory; when review intervals, decks, or a past-paper plan need designing; when assignments, problem sets, lab ...

Support sociological thinking from first observations to academic research.

Track movies and series with progress, watchlist, ratings, and proactive alerts for new releases and platform changes.

Guide scientific understanding from childhood wonder to research precision.

Search academic literature with Google Scholar using effective queries, citations, and filters.

Build a personal quotes system for saving, discovering, and automatically surfacing meaningful words.

Ask better questions in any context with Socratic method, follow-up generation, and bias detection.