Research & Search

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Design and execute original research projects — surveys, experiments, data analysis — to create unique data that no competitor has. Original data is the ultimate content differentiator and the highest-authority content type.

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Design and conduct user research using interviews, focus groups, surveys, and field observation. Use this skill when the user needs to understand customer needs, validate product assumptions, gather qualitative insights, or design a research study — even if they say 'we need to talk to users', 'how do we validate this idea', or 'what do our customers actually think'.

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Integrate Writing Tools into UITextView, NSTextView, custom UITextInput views, or fully custom editors via UIWritingToolsCoordinator. Configure writingToolsBehavior and allowedWritingToolsResultOptions, declare protected ranges via writingToolsIgnoredRangesInEnclosingRange, gate edits with isWritingToolsActive, and pause syncing in willBegin/didEnd. Trigger on 'Apple Intelligence rewrite', 'AI summarize selection', 'compose with AI', 'why won't Writing Tools appear', or 'rewrite is breaking my code blocks' even without UIWritingToolsCoordinator named. Use when Writing Tools is missing from the menu, only the panel mode appears, rewrites corrupt code blocks, the inline animation isn't running, or a custom text engine needs to adopt UIWritingToolsCoordinator. Do NOT use for diagnosing general TextKit 1 fallback symptoms — see txt-fallback-triggers.

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Use when formatting references for journal submission, converting between citation styles (APA, MLA, Vancouver, Chicago), generating bibliographies for manuscripts, or ensuring consistent reference formatting. Automatically formats citations and bibliographies in 1000+ academic styles. Ensures reference accuracy, completeness, and compliance with journal requirements. Supports batch conversion and integration with reference managers.

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Apply inclusion/exclusion criteria systematically in literature reviews. Use when: (1) Screening abstracts, (2) Reviewing full texts, (3) Documenting screening decisions, (4) Ensuring PRISMA compliance.

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Healthcare Privacy Specialist for 0xagentprivacy. Activates for health data sovereignty, minimum health disclosure calculation, provider-insurer boundary enforcement, genetic data protection, privacy-preserving medical research contribution, or any task where the body has been rendered as information that needs protecting.

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Use when drafting or verifying content requiring source integrity - enforces strategic quoting with inline links and blocks "(source needed)" markers from draft completion

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Specialista di protezione dati italiana ed europea — analizza GDPR, D.Lgs. 196/2003 (Codice Privacy come modificato dal D.Lgs. 101/2018), linee guida del Garante, e conduce DPIA e valutazioni d'impatto trasferimenti. Attivazione quando: l'utente chiede di GDPR, privacy, protezione dati, DPIA, diritti dell'interessato, trasferimenti transfrontalieri, o conformità Codice Privacy. NON attivare per: questioni di compliance generali senza focus privacy (usa compliance-frameworks), ricerca legale senza angolo privacy (usa italian-legal-research), o redazione documenti (usa italian-legal-drafting).

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Use when searching across both Chinese and international sources simultaneously (17 engines: 8 CN + 9 Global). Trigger: 'search Baidu and Google', 'Chinese + English sources', cross-region market research, privacy-first search, WolframAlpha knowledge queries. NOT for: single-engine queries (use ask-search), real-time finance data, or when speed is critical (parallel requests are slower).

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Authoring discipline for new AZIMUTH reference files and templates. Use when adding a new domain reference file, extending an existing one, or creating a new template. Covers: (1) EXTEND vs. CREATE decision heuristic, (2) the Module 7 vocabulary header pattern that prevents domain-gap recurrence, (3) the sourcing caveat pattern for narrow-evidence-base files, (4) pre-verdict gate structure for templates. Validated by research-mpbaese4 (2026-05-18).

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Fast automation platform error resolver for Power Automate, n8n, Make, Zapier and other platforms. Handles common patterns like 401/403 auth errors, 429 throttling, and data format issues. Provides immediate fixes without deep research for well-known error patterns. Use when error matches common scenarios (status codes 401, 403, 404, 429, timeout, parse JSON failures). For complex or unknown errors, defer to automation-debugger skill. When the user outputs some code/json snippets and ask for a quick fix, this skill will provide immediate solutions.

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Summarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a normal digest by default; a roast (毒舌) version is opt-in. Maintains per-group history (history.json + history-digests.jsonl) and per-user profiles across runs, with privacy guardrails baked in. Use when the user asks to "总结群聊", "群聊精华", "群聊摘要", "summarize group chat", "group chat digest", mentions a WeChat group name with a time range, says "帮我看看 XX 群最近聊了什么", "XX 群有什么值得看的", or asks to "回溯画像" / "初始化画像" / "backfill profiles". Adds the roast version when the user says "毒舌版", "roast 版", "再来个毒舌的", or similar.

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Advanced debugging integration for vulnerability research

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Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.

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Formal academic specification and research methodology for 0xagentprivacy. Activates when writing papers, proofs, formal specifications, literature reviews, or preparing work for peer review. Use for LaTeX formatting, citation standards, theorem-proof structure, or research presentation.

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Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or resolving authorship disputes in multi-institutional research. Generates fair and transparent authorship assignments following ICMJE guidelines and CRediT taxonomy. Helps research teams document contributions, resolve disputes, and ensure equitable credit distribution in academic publications.

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Apply structured critical thinking — identifying claims, evidence, reasoning chains, hidden assumptions, and logical fallacies — to evaluate or construct specific written arguments rigorously. Use this skill when the user presents a concrete argument, claim, op-ed, research finding, or piece of reasoning to be analyzed for logical validity or flaws, even if they say 'is this argument valid', 'what logical fallacies are in this', or 'what assumptions am I making in this thesis'. Do NOT use for casual plan review, trip planning, project risk brainstorming, or pre-mortems — 'poke holes in my plan' requests are red-team / risk review, not argument analysis.

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Assists authors in researching topics, verifying facts, and ensuring accuracy in their writing. Particularly useful for historical fiction, non-fiction, science fiction, and any genre requiring real-world accuracy. Use when the user needs help with research or fact-checking.

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Referensi lengkap semua API endpoint GovConnect untuk testing: auth, laporan/complaint, layanan/service request, kategori, nomor penting, AI webhook, knowledge base, superadmin, dan public forms. Termasuk contoh request PowerShell dan curl untuk setiap endpoint. Gunakan skill ini saat melakukan API testing GovConnect.

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Specialista di redazione giuridica italiana — redige documenti legali italiani inclusi contratti, atti giudiziari, pareri legali e memorie con corretta formattazione delle citazioni. Attivazione quando: l'utente chiede di redigere, scrivere, preparare o creare un documento legale. NON attivare per: formattazione citazioni (usa italian-citation-formats), ricerca legale (usa italian-legal-research), o verifica conformità (usa compliance-frameworks).

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Search LinkedIn posts by keywords, sorted by engagement or date. Use when researching what people are saying about a topic on LinkedIn, finding high-engagement content, identifying thought leaders, or discovering warm leads through post engagement. Returns author, post text, reactions, comments, shares, post URL, and date. No LinkedIn cookies or login required.

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Self-research workflow for optimizing moai-adk components through binary eval experimentation loops. Adapted from autoresearch pattern with 5-layer safety architecture.

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Detect shell-company signals from live government registry data — single director, no accounts ever filed, overseas registered-office concentration, no employees, nominee address patterns. Pulls live unmodified registry records and scores the shell-probability. Use this skill when the user asks to "detect shell company", "is this a shell", "AML check", "flag suspicious entity", "money-laundering screening", "sanctions evasion indicator", or is doing compliance / investigation / fraud-research work.

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Conduct enterprise-grade financial research with multi-source synthesis, regulatory compliance tracking, and verified market analysis. Use when user needs comprehensive financial analysis requiring 10+ sources, verified claims, market comparisons, or investment research. Triggers include "financial research", "market analysis", "investment analysis", "due diligence", "financial deep dive", "compare stocks/funds", or "analyze [company/sector]". Do NOT use for simple stock quotes, basic company lookups, or questions answerable with 1-2 searches.

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Carica nel contesto corrente la Knowledge Base di produzione cinematografica (MovieMagic Scheduling + MovieMagic Budgeting + Final Draft + produzione italiana compliance + set operations + competitor landscape). Usata dall'orchestrator prima di task su moduli produzione (lib/schedule, lib/odg, lib/budget, lib/screenplay, lib/schedule/compliance) e prima di ogni sessione parlamento. Garantisce che ogni decisione architetturale sia production-aware e tracciabile a pattern MMS/MMB/FD/CCNL concreti.

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Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondary design components when papers are hybrid, and converts the paper into an evidence-aware design label suitable for literature appraisal, evidence grading, and downstream review workflows. Always identify the actual design from what the study did, not from how the authors describe it. Never fabricate references, metadata, or study features.

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Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01, R21, K-series, significance, innovation, approach section, grant writing, proposal review, research strategy, or needs help with fundable hypothesis, reviewer-friendly structure, or compliance with grant guidelines.

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Autonomous research and experimentation toolkit with 10 commands. Core loop inspired by Karpathy's autoresearch — generalizes to any domain with mechanical evaluation, overnight persistence, and zero dependencies. TRIGGER when: user wants autonomous experiments; user mentions "autoresearch" or "auto-research"; user wants iterative optimization; user wants a research loop; user mentions "research.md"; user wants to iterate until some condition; user wants to optimize code, prompts, configs, or parameters iteratively; user invokes any /autoresearch:* subcommand. DO NOT TRIGGER when: user wants a one-shot answer; user wants manual step-by-step guidance; user just wants to read a single paper; user wants a simple web search.

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Brazilian healthcare compliance for regulated medical and psychological content. Includes LGPD data protection, CFM/CRP/ANVISA regulatory requirements, scientific research validation, and data sanitization. Use when developing healthcare applications, ensuring LGPD compliance, validating medical content, implementing data protection, or creating regulated healthcare systems in Brazil.

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Get citation records (source URL, retrieved_at, authority level) for a Kokai canonical record by record_id. Returns direct public source refs only (AI-derived evidence excluded).

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Expert knowledge of research grant compliance requirements, deliverables tracking, and funder expectations. Use when reviewing work against grant specifications, preparing progress reports, or ensuring alignment with funding requirements from NSF, NIH, EU, and other agencies.

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Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Institutional Review Board, research ethics, human subjects research, protocol review, informed consent, or needs help preparing or reviewing an IRB application or submission.

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PHP Standards Recommendations (PSR) overview knowledge base. Provides comprehensive reference for all accepted PSRs including PSR-1,3,4,6,7,11,12,13,14,15,16,17,18,20. Use for PSR selection decisions and compliance audits.

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Generates complete FAERS-based multi-drug single-SOC safety comparison research designs from a user-provided drug set, comparator, and adverse event domain. Always use this skill when users want to compare safety signals across multiple drugs using FAERS or OpenFDA data within one System Organ Class (SOC) or bounded AE domain. Trigger for:"FAERS study comparing drugs within one SOC", "publishable FAERS safety comparison paper", "compare neuropsychiatric adverse events across beta-blockers", "Lite/Standard/Advanced FAERS safety plans", "active-comparator restricted disproportionality", "adjusted ROR logistic regression FAERS", "within-class head-to-head drug comparison", "pharmacovigilance signal comparison", "single-SOC PT-level FAERS design", or any phrasing like "I want to compare drug X and drug Y for adverse events in FAERS" or "build a comparative pharmacovigilance paper". Always output four workload configurations (Lite / Standard / Advanced / Publication+) with a recommended primary plan, step-by-step

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Loads human-authored design briefs from .moai/design/ (research, system, spec, pencil-plan) and injects them into /moai design workflow context with priority truncation when token budget is exceeded.

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Tracks the latest preprints and emerging research topics related to your topic across bioRxiv, medRxiv, and arXiv. Use when a user wants to discover what is being published right now before it reaches journals, monitor competitor directions, spot new methodology trends, or get an early-warning scan of a research area. Triggers on phrases like "what's new in X", "latest preprints on Y", "emerging topics in Z", "monitor bioRxiv for", or "what are people working on in this field".