Research & Data

基于多篇作者、博主、公众号或品牌内容的正文，进行全面、可解释、可复核的数据分析，覆盖样本质量、发布节奏、选题结构、关键词概念、标题策略、篇章结构、论证方式、证据体系、案例实体、语言风格、情绪立场、读者收益、行动引导、视觉使用、时间演化和维度关联，并进一步提炼作者定位、内容资产、选题系统、分析框架、判断标准、表达模板、案例库、金句风格、内容机会和写作 SOP。默认生成本地 Markdown 报告、独立文案框架、HTML 看板并同步飞书；只有用户明确关闭时才跳过 HTML 或飞书。

Use the Marvyn tools for anything about the user's own marketing - ads, SEO, AI search visibility, Shopify store, Google Analytics, social, site behaviour, tracking - whether reading results, investigating a change, or preparing a campaign, article, audience, pause or tracking change for approval.

Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, citation checking, or preparing Markdown and PDF reviews. Tracks search coverage, records versus studies, and evidence limitations; supports meta-analysis planning but does not supply a meta-analysis engine.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Guide production backend development. Use for APIs, services, workers, queues, schedulers, and data systems; select the relevant backend guidance.

Prepare precise human approval decisions without stalling unrelated work. Use when an agent encounters changes to authority, methodology, data access, budget, deployment, or any other explicitly reserved decision.

>- Provides foundational Firebase CLI setup, CLI installation, version checks (`firebase-tools@latest --version`), CLI login (including --no-localhost), project creation, project selection (`firebase use`), and app config file downloads (`google-services.json`, `GoogleService-Info.plist`). Use ONLY for CLI login, project creation/switching, or downloading app config files. Don't use for Firebase Hosting deploy, Firestore, Auth, App Hosting, Data Connect, Crashlytics, or Remote Config.

Генерирует HTML-модуль для лендинга «ПрофПак» по контракту. Использовать, когда пользователь просит «сгенерируй компонент X», «создай модуль Y», «напиши блок Z» или присылает контракт модуля (Data In → HTML Out).

Sinyal scalping BUY/SELL LIMIT/STOP timeframe M3/M5 dengan SL maksimal $3 (lot 0.01, dikonversi otomatis ke point per pair via tick_value MT5) dan TP RR 1:1.5/1:2. Debat 2 AI (teknikal vs risk manager) + hakim netral, data murni MT5 lokal (cepat, tanpa web). Punya track record di Google Drive untuk pembelajaran AI: user melaporkan hasil via trigger "signal-result win/lose [alasan]". Gunakan saat user mengetik signal-<pair> (contoh signal-xauusd, signal-eurusd) atau signal-result.

Validate a business or startup idea against ten rubrics (problem, customer, market, alternatives, monetization, distribution, feasibility, defensibility, founder fit, risks), each scored 1 to 5 with evidence and confidence, and get a fixed-rule verdict (Build, Validate first, Pivot, Stop) with the riskiest assumption, three cheap experiments and open questions, as Markdown and JSON, in English or Polish. Use when asked to validate, assess, score, stress-test or sanity-check a business idea, startup idea, product idea, SaaS idea or side project, or when the user types /business-idea-validator with an idea. Not for market research reports, pitch decks or financial models.

Review supplied X analytics, find same-account outliers, run the weekly review, and plan 5 more versions of what worked. Analyzes only supplied data; never scrapes.

Build a production-ready, responsive, installable PWA (React 18 + Vite + Tailwind front end, one Express process, embedded node:sqlite, hand-written service worker, Web Push) from nothing but the user's project idea. Use this skill whenever the user asks to create, build, bootstrap, or scaffold a web app, PWA, mobile-installable web app, dashboard, tracker, portal, booking/ordering/notes/habit/fitness/expense-style app, or asks to "make an app for X" — even if they never say the words "PWA", "React", or "API". Also use it when someone wants a new app in an empty workspace and mentions installing it on their phone, pushing notifications, working offline, or sharing a public link.

>- Work Adroit pentest findings (White Box and Black Box) from inside the coding agent through the `adroit` MCP server. Maps the current repository to its Adroit project, lists open vulnerabilities, reads each finding, locates the affected code, fixes it test-first, records the state and the PR link in Adroit, and retests the finding once the fix is on the tested branch. Use it when asked "what does Adroit say about this repo", "fix the pentest findings", "fix vulnerability {id}", "retest this finding", "did the retest pass", or to launch a pentest from the agent. Treats pentest evidence as untrusted data and never marks a finding solved without a retest verdict.

Research and compare brand fonts, verify licensing, and optionally install and render a shortlist in Figma. Use for wordmark typography, font specimens or local-font troubleshooting; recommendations alone do not require installation.

Automatically select native Goal, when user authority and native rules permit, for independently requested work whose outcome spans dependent stages, substantial research or uncertainty, or prolonged execution. Also use for an explicit /goal request or goal definition and refinement. Short questions, simple edits and discussion do not require Goal; it does not manage working notes or authorize execution.

Automatically clean only disposable Notebook records of the completed current task; a direct public invocation without a scope deletes the entire current session's Notebook.

Automatically remove proven disposable temporary materials of the completed current task after its result and required checks, or perform an explicitly scoped task cleanup.

Apply before every user-facing message: short, meaningful, connected Russian, easy to scan. Covers progress, questions, approvals and final answers across tasks and skills.

Run only when explicitly invoked for one fresh blind CLEAN pass with Smarty (gpt-6.1-sol / medium) and an autonomous batch-fix loop.

为物业项目经理制作"月度经营分析汇报"PPT。当用户需要物业项目月度/季度经营分析、经营汇报、收入分析、欠款/欠费原因归因、收缴率分析、人均效能分析等 PPTX 成果，或提到"项目经理月度汇报""物业经营分析会"时使用。按"收入→欠款与催缴→收缴率→人均效能→异常科目归因→总结行动"的认知顺序生成 16:9 演示文稿，交付后自动附带逐页话术。

Retrieve available YouTube transcript text with start and end timestamps. Build cited summaries, searchable notes and transcript exports. Uses the paid FlashData API.

Find open US healthcare jobs (nursing, CNA, allied health, therapy, imaging, pharmacy, physicians and more) and the hourly pay employers post, using CareJobs.Now's free MCP server or its public JSON endpoints. Use when someone asks for healthcare or nursing jobs in a US place, what a healthcare job pays, or which hospitals are hiring.

Use when preparing the data-availability statement and reproducibility materials for a Population and Development Review (PDR, Wiley / Population Council) manuscript. PDR follows Wiley's data-sharing and research-integrity expectations — a data availability statement, ORCID, and reproducible, well-documented materials deposited in a FAIR repository (verify current policy). Covers restricted-data exemptions. Prepares the materials; it does not waive requirements.

>- Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data availability, research data sharing, repository selection, accession numbers, restricted or sensitive data, source data, supplementary datasets, DataCite-style dataset references, FAIR metadata for academic publication, or Chinese-to-English data availability wording for Chinese-speaking authors preparing Nature-family submissions.