Research & Data

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.

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.

>- 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.

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

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

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.

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.

Legal methods for paywalled and geo-blocked content. Use for paywalls, academic papers, or open access via Unpaywall.

Creates content calendars, writes platform-specific posts, tracks analytics, and manages social media presence across Instagram, Twitter/X, LinkedIn, Facebook, and TikTok.

Complete social media strategy, content creation, scheduling, analytics, and growth system. Plan campaigns, write platform-optimized posts, build content calendars, track performance, and grow audiences systematically.

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.

Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.

>- Phase 3 of the prd-taskmaster pipeline: smart mode selection and user handoff. Detects installed capabilities (superpowers, ralph-loop, task-master-ai, playwright, research providers), recommends ONE execution mode (A/B/C) with reasoned justification, appends the task-execution workflow to CLAUDE.md, surfaces a structured AskUserQuestion multi-option picker for user agency, and dispatches the chosen mode. Mode D (Atlas Fleet) is selectable only when detect_capabilities returns tier=premium (licensed atlas-launcher detected); otherwise it is a locked Atlas Pro teaser. Plan Mode is NOT used (spec section 13.5): AskUserQuestion is the sole user-agency mechanism. Declares HANDOFF complete so EXECUTE can follow.

Turn supplied links, accessible reading material, or source notes into a verified newspaper-style homepage or digest.

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AI-powered event assistant for discovering, booking, and coordinating event tickets. Integrates with KYD Labs protocol and Google Calendar.

Multi-project task and research management (JSON-first CLI)