Research AI Skills

Entgelttransparenz und Entgeltgleichheit im Übergang von nationalem zu europäischem Recht – geltendes deutsches Recht nach dem EntgTranspG (individueller Auskunftsanspruch §§ 10 ff., Reichweite § 12,…

Monitor Twitter/X, Reddit, LinkedIn, and Hacker News for trending narratives, viral posts, and hot-button topics in your space. Maps trends to ad hook opportunities with timing urgency scores. Tells…

Use when packaging code, datasets, prompts, model outputs, or annotation materials for an ACL submission under ACL Rolling Review, covering anonymized supplement archives, scientific-artifact items of…

eBay 成交数据选品。用于完整选品评审与多环节市场进入判断；已有具体单项问题时优先选择对应专题入口。

Use when preparing an accepted ACL main-conference or Findings paper for camera-ready, covering the extra content page, de-anonymization and acknowledgements, AI-assistance disclosure, keeping the…

Massenentlassung nach §§ 17, 18 KSchG – Schwellenwerte § 17 Abs. 1 KSchG und Betriebsbegriff, Konsultationsverfahren mit dem Betriebsrat § 17 Abs. 2 KSchG, Abschrift an die Agentur für Arbeit § 17…

Use when positioning an ACL submission against the NLP literature, covering ACL Anthology citation practice, arXiv-versus-published version citation, concurrent LLM-era preprints, prior-cycle ARR…

Use when performing correlation analysis between two variables including Pearson and Spearman correlation methods. Supports command-line parameter input, automatic data format detection, parameter…

Check AI output before you trust or use it — where it's likely wrong, what to verify, and how to catch confident-sounding errors. Use when asked can I trust this AI answer, how do I verify what AI…

Use when strengthening reproducibility evidence for an ACL paper reviewed through ACL Rolling Review, covering the Responsible NLP checklist end to end, hyperparameter and compute reporting, prompt…

Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a…

Durchführung und Angriff der Sozialauswahl bei betriebsbedingter Kündigung nach § 1 Abs. 3 KSchG – Bildung der Vergleichsgruppe (horizontale Vergleichbarkeit, Direktionsrecht § 106 GewO), die vier…

Use when reasoning about how an ACL paper travels through ACL Rolling Review and conference commitment, covering reviewer and area-chair roles, meta-reviews, the commitment decision by senior area…

eBay 商品、履约与店铺运营。用于多环节店铺经营诊断与优先级安排；已有具体单项问题时优先选择对应专题入口。

Use when auditing an ACL submission before an ACL Rolling Review cycle deadline, covering long/short paper page budgets, the mandatory Limitations section, Responsible NLP checklist, anonymized PDFs…

Urlaubsansprüche nach dem BUrlG – Entstehung und Wartezeit §§ 1, 4 BUrlG, gesetzlicher Mindesturlaub § 3 BUrlG in Werktagen und die Umrechnung bei abweichender Verteilung der Arbeitszeit, Festlegung…

Agent skill for test-long-runner - invoke with $agent-test-long-runner

Figure out which AI tool actually fits the task in front of you — chatbot, coding assistant, image model, agent, or none — instead of forcing one tool onto everything. Use when asked which AI tool…

Expert patterns for Godot 3D lighting including DirectionalLight3D shadow cascades, OmniLight3D attenuation, SpotLight3D projectors, VoxelGI vs SDFGI, and LightmapGI baking. Use when implementing…

This skill should be used when the user asks to "research web data", "scrape websites", "extract web data", "perform market research", "analyze competitors", "monitor prices", "collect product…

Factor research framework with IC/IR analysis, quantile backtesting, and factor combination. Suitable for cross-sectional factor evaluation across multiple instruments.

Use after framing a question and before designing an analysis, or when choosing a method, judging whether a result is novel, or needing a prior effect size for a power calculation

Treffer-Workflow zum Sanktionslisten-Screening nach EU-Sanktions-VOen (konsolidierte EU-Liste auf Basis VO (EU) 269/2014, 2580/2001, 881/2002, 833/2014, 2017/1509 u.a.) – Bereitstellungsverbot Art. 2,…

Use when revising an ACL paper for computational-linguistics house style, covering task-first framing, linguistic examples tied to quantitative error analysis, scoping language claims to tested…

Sunday-paper 风格, 大字 serif headline + 双栏正文 + 编号 sections

Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, Google Maps, Google Search, Google Trends, Booking.com, and TripAdvisor. Use for lead…

Use when preparing an accepted ACM CCS paper for the ACM Digital Library proceedings, covering de-anonymization, the ACM sigconf final format, ACM rights and eRights forms, badge placement from…

Research competitors and generate a positioning and messaging comparison with content gaps, opportunities, and threats. Use when building sales battlecards, when finding positioning gaps and messaging…

Use when positioning an ACM CCS submission against the security big-four and specialist literature, including arXiv preprints, prior CCS/S&P/USENIX/NDSS papers, concurrent disclosures, CVE and…

Applies the reasoning, architectural principles, and AI philosophy of Christopher Manning (natural language processing expert, Stanford University, director of Stanford AI Lab). Use this skill…

Barrierefreiheit von Dienstleistungen im elektronischen Geschäftsverkehr – Pflichten des Dienstleistungserbringers § 14 BFSG, Barrierefreiheitsinformationen nach Anlage 3 Nr. 1 mit Beschreibung,…

Use when strengthening ACM CCS reproducibility evidence, including the artifact-availability posture, threat-model-to-evidence mapping, attack reproduction steps, defense overhead measurement,…

Use to run NVIDIA DiffusionHarmonizer (public successor to the older Fixer recipes) to enhance, harmonize, evaluate, or fine-tune novel-view frames from NRE / NuRec / 3DGS / NeRF reconstructions. Do…

Digitale Barrierefreiheit öffentlicher Stellen – Gestaltungspflicht § 12a BGG für Websites, mobile Anwendungen, Intranet und elektronisch unterstützte Verwaltungsabläufe, Ausnahme bei…

Use when auditing an ACM CCS submission for HotCRP readiness, dual-cycle abstract registration and full-paper deadlines, the 12-page ACM sigconf body, anonymization, the ethics considerations…

Run a comprehensive SEO audit — keyword research, on-page analysis, content gaps, technical checks, and competitor comparison. Use when assessing a site's SEO health, when finding keyword…

Extract competitor and customer intelligence from any company's landing page HTML. Discovers tech stack, analytics tools, ad pixels, customer logos, SEO metadata, CTAs, hidden elements, and more. No…

Guide for managing consent for scientific research under GDPR Article 89 and Recital 33 broad consent provisions. Covers ethical review board coordination, purpose evolution management, appropriate…

Etsy 原创选品与需求验证。用于完整选品评审与多环节市场进入判断；已有具体单项问题时优先选择对应专题入口。

Use when revising an ACM CCS paper for a precise threat model, calibrated attack/defense claims, 12-page ACM sigconf compression, double-blind wording, adaptive-evaluation honesty, and the security…

Behördliches Disziplinarverfahren gegen Beamtinnen und Beamte – Dienstvergehen § 47 BeamtStG / § 77 BBG, Einleitung § 17 BDG, Unterrichtung und Belehrung § 20 BDG, Beweiserhebung § 24 BDG,…

Use when packaging code, models, datasets, or media as ACM MM (ACM Multimedia) artifacts — building the anonymous review package versus the public release, and choosing between the Open Source…

Scrape competitor ads from Google Ads by domain. Returns ad creatives, formats, and campaign details. Use for competitive ad research and messaging analysis.

Abgrenzung erlaubter Rechtsdienstleistungen Nicht-Anwälte nach RDG – Anwaltsmonopol §§ 1, 3 RDG, Nebenleistung § 5 RDG (Schwerpunkt-Test), Inkassodienstleistung § 10 RDG (registrierte Personen),…

Use when building or auditing the related-work section of an ACM MM (ACM Multimedia) paper — covering the multimedia literature spread across vision, audio/speech, language, HCI/QoE, and systems,…

Prüfung der Anordnung eines Einwilligungsvorbehalts § 1825 BGB (Reform 2023): Abwehr einer erheblichen Gefahr für Person oder Vermögen, Verhältnismäßigkeit, Reichweite und Ausnahmen. Use when geprüft…

Find newsletters relevant to a target audience/industry for sponsorship opportunities. Discovers newsletters through web search, newsletter directories, and industry research. Returns newsletter name,…

Converts academic PDF to Markdown using marker-pdf v1.3.3, preserving LaTeX math delimiters in $$ format.

Applies the reasoning, principles, and mental models of Sebastian Thrun (robotics and self-driving cars pioneer, founder of Google X, Waymo, Udacity, Stanford University). Reach for this skill…

Research a company using Common Room data. Triggers on 'research [company]', 'tell me about [domain]', 'pull up signals for [account]', 'what's going on with [company]', or any account-level question.

Prepare for a customer or prospect call using Common Room signals. Triggers on 'prep me for my call with [company]', 'prepare for a meeting with [company]', 'what should I know before talking to…