Use when when importing raw mass spectrometry data from instrument vendors or public repositories in one format (e.g., mzML, mzXML) and needing to export it in another format (e.
Use when when raw spectral data exists in one mass spectrometry file format but downstream analysis requires a different format; when integrating spectra from multiple sources or…
Use when after clustering features with RAMClustR and inferring molecular weights via do.findmain, when you need to perform structure elucidation or molecular formula prediction…
Use when when you have mass spectral libraries from multiple sources (NIST, MoNA, RIKEN, GNPS) in disparate formats (MSP, MGF, MOL folder structures) or with misaligned metadata…
Use when when you have replicate MS/MS spectra for the same feature (precursor m/z and retention time) and need to distinguish genuine fragment ions from noise.
Use when when generating synthetic LC/GC-MS .mzML files from MoNA or HMDB spectral records where you need to compute absolute ground-truth maximum intensity (sim_ins) for each…
Use when when preparing MS/MS spectral data for training word-embedding models (Word2Vec, Skip-gram, CBOW) that will learn relationships between fragment ions and neutral losses.
Marketing: Mandantenkommunikation und Entscheidungsvorlage: konkreter Spezialworkflow mit Sachverhaltsklärung, Rechtsrahmen, Belegen, Risikoampel und verwertbarem Output.
QuantumAgent — Declare or update the project's immutable identity (project spin). The spin defines invariant constraints that every future cosmos inherits automatically.
Discover newsletters in a target niche relevant to your ICP, evaluate audience fit, estimate reach and CPM, and output a ranked shortlist of sponsorship opportunities.
Create structured podcast episodes. Segment timing, debate points, hot takes, listener questions, ad break placement.
Use when deciding whether a project fits Social Psychology Quarterly (SPQ) and whether to target an Article or a Note.
SQL to OSC (Online Schema Change) conversion expert for Flyway migration scripts. Use when: (1) Converting SQL migration files to OSC format, (2) User mentions "OSC", "轉換 OSC",…
Query the Sequence Read Archive (SRA), retrieve scientific publications, and analyze genomics metadata using the SRAgent toolkit.
Plan engagement for a specific stakeholder. Use when preparing an outreach, navigating resistance, or aligning a critical relationship before a key milestone.
Analyze stocks using Stanley Druckenmiller's macro-driven approach. Use when considering macroeconomic factors, sector rotation, or trend-following strategies.
Guided multi-page redesign of an existing website through a four-phase pipeline — extract (crawl and capture the current site), direct (set a visual direction), prototype…
When the user needs to design, write, or optimize email sequences -- including welcome series, nurture campaigns, re-engagement flows, onboarding emails, or newsletter strategy.
When the user needs to create, critique, or optimize a landing page for conversion -- including headline rewrites, CTA placement, layout restructuring, or full page copy — from…
When the user needs a technical SEO audit, on-page optimization guidance, or help resolving crawlability, indexation, or performance issues that affect search rankings.
When the user needs to build a LinkedIn authority system, create social content strategy, define content pillars, write posts, or establish thought leadership positioning.
Influencer-Recht: Steuerprüfung – Unterlagenpaket für Creator, Betriebsprüfungs-Vorbereitung, häufige Prüfungsfelder und Reaktionsstrategie im Influencer-Recht.
Master entry point for all Stitch design workflows. Routes from user request → design spec → prompt assembly → screen generation → iteration (edit, variants, design systems) →…
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated c — from…
Comprehensive Shopify store audit covering conversion, trust, speed, SEO, and AI visibility. Use when a user asks to audit, analyze, review, or check any Shopify store.
Turn an idea into a compelling fantasy story plan (premise, promises, arcs, beats, outline files).
Build clear brand messaging using narrative structure that positions the customer as hero. Use when the user mentions "brand message", "website copy", "elevator pitch",…
Apply Donald Miller's SB7 framework to clarify brand messaging: position customer as hero, brand as guide, define problems, plan, and call to action.
When the user wants to generate a service-agency website page using the StoryBrand 7-part structure - homepage, services page, about, case-study page, or any service-business…
Converts technical work into compelling narratives for demos, blog posts, or presentations. Use when preparing hackathon demos, writing technical blog posts, or creating marketing…
Use when building, reviewing, or repairing an STP marketing strategy: segmentation, targeting, and positioning as one linked sequence from market definition to segment profiles,…
Beweis- und Kontextverteidigung bei § 188 StGB auf X, Facebook, Instagram, TikTok, Telegram, WhatsApp, Blogs, Kommentarspalten und Demonstrationsvideos: Beweis- und…
KI in Strafverfolgung und Beweisbewertung: Anhang III, Verdachtsgenerierung, Datenanalyse, Encro-/Messenger-Auswertung, Bild-/Audioanalyse, Beweisverwertungsrisiken, Akte — from…
KI in Strafverfolgung und Beweisbewertung: Anhang III, Verdachtsgenerierung, Datenanalyse, Encro-/Messenger-Auswertung, Bild-/Audioanalyse, Beweisverwertungsrisiken, Akte — from…
Analyzes the founder's business context to deliver the 3 highest-impact next moves for growth (marketing or sales).
NEXUS multi-agent orchestration playbook for end-to-end strategic engagements. Use when the user wants to orchestrate a full agency-style engagement across multiple specialists,…
Design games optimized for streaming and content creation. Master proximity voice chat, asymmetric information, content moments, social deduction, and the business of influencer…
Use when the user wants a quick break, says "stretch", "quick break", "brb", "grabbing coffee", "need a sec", or agrees to a micro-break suggestion.
Designs constructive engagement approaches with value creation proposals, governance improvements, and strategic change recommendations.
Designs risk retention structures meeting US and EU requirements with vertical, horizontal, and L-shaped retention options.
Designs structured equity with participating preferred, PIK dividends, conversion mechanics, and downside protection features.
Write constructive, specific feedback on student work that motivates and tells the student exactly how to improve.
Analyze subscription business health for Autostay — MRR breakdown, conversion funnel, churn analysis, and revenue forecasting.
Write conversion copy that earns the click: landing sections, email, microcopy, buttons, headlines, CTAs, variants, and anti-slop edits.
Make any page undeniable to search engines and AI systems. 9-lane audit covering technical access, keyword research, E-E-A-T signals, topic clusters, schema generation, Core Web…
Transmute any page into a conversion engine. Funnel analysis, friction audit, conversion math, A/B hypothesis generation, social proof architecture, pricing psychology, mobile CRO…
Use when sumo-qa-deciding-approach routes here (no native sumo-qa sub-skill fits a QA surface) OR when an ingestion source needs converting to markdown before it can be ingested.
Official Supermetrics skill. Query marketing data from 100+ platforms including Google Analytics, Meta Ads, Google Ads, and LinkedIn. Requires API key.
Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates.
Analyzes top SERP competitors using DataForSEO API and generates content optimization briefs with target word count, NLP entity coverage, heading structure, and internal linking…
Optimizes content against Surfer SEO's NLP-based recommendations via the Surfer API /v1/content_editors endpoint.
Uses Surfer SEO Content Editor API to pull SERP analysis data including word count benchmarks, heading structure patterns, and NLP entity recommendations.
Use when asked to design growth-optimized landing pages, activation funnel layouts, or experiment-friendly page structures.
Growth state reconnaissance — scan existing onboarding flows, acquisition channels, conversion funnels, and growth experiment logs to understand current growth state.
Models time-to-event in marketing: next purchase, churn, subscription renewal, promotion redemption. Handles censored observations correctly.
Wichtige HTTP-Header der Shopware-6-APIs: Authorization Bearer, sw-access-key, sw-context-token, sw-language-id, sw-currency-id, sw-version-id, sw-inheritance,…
Creates conversion-focused marketing copy for webpages using proven frameworks, tailored to audience, product, and tone with clear CTAs and benefit-driven la...
Shopware Shop-Grundeinstellungen, Stammdaten, Adressen, Anreden, Kundengruppen, Nummernkreise, Warenkorb-Einstellungen, Produkteinstellungen, Login Registrierung, Anmeldung,…
Create tailored social media content with platform-specific formats, optimized hooks, relevant hashtags, and best posting times for maximum engagement.
Add a second-class standalone Swarmauri package under pkgs/community. Use when Codex needs community package scaffolding, workspace membership, pyproject metadata, README…