Use when after drift correction and quality flagging, when you have a feature abundance matrix with associated metadata (Feature_ID, m/z, retention time) and need to identify…
Use when you have a set of small-molecule structures (SMILES, InChI, or SDF format) and need to predict their chromatographic retention times for a specific method, either to…
Use when you have a new chromatographic dataset with molecular structures (as InChI or SMILES) and experimentally measured retention times, and you want to predict retention times…
Use when you have molecular structures (SMILES or SDF format) for which you need to predict retention time in liquid chromatography, especially when your target dataset contains…
Use when you have a set of small-molecule compounds (e.g., from MS/MS library matching or database annotation) that require retention time validation or ranking to resolve…
Use when when you have a retention-time dataset (e.g., SMRT or Eawag_XBridgeC18_364)
Use when you have a list of candidate metabolites for an unknown compound (from mass-to-structure search or library matching), experimental retention time(s) from one or more…
Use when after training a GNN-RT model on preprocessed molecular graph data (from Train.py) or after applying transfer learning to an in-house dataset (from Transferlearning.
Use when when you have retention times measured on one chromatographic method and need to predict or map them to another method with minimal or no overlap in measured molecules.
Use when you have raw IM-MS data (Agilent MassHunter .d or UIMF format) and need to exclude early or late chromatographic regions—e.g., to skip dead volume, exclude blank runs,…
Use when after initializing and executing a forward pass through a dual-branch RT-Transformer model (combining fingerprint and molecular graph inputs) on a batch of molecular…
Use when when you have loaded an LC-MS spectrum file (mzML, mzXML, or equivalent) into the GNPS LCMS Visualization Dashboard and need to annotate extracted ion chromatograms with…
Use when after filtering LC-MS features by statistical significance (e.g., p-value < 0.01) and you need to link individual m/z features into structural clusters represent — from…
Use when you have mzML/mzXML chromatogram files from Thermo, Waters, or Bruker instruments and need to extract MS1 and MS2 scans matching both a target m/z value AND a known or…
Track construction retainage/retention amounts. Monitor held amounts by subcontractor, track release conditions, and manage retainage billing.
Load when the user asks how to optimize nav, carousels, product tiles, FAQs, buy boxes, or UVPs with Heatmap data, or says "what should I optimize first," "how do I use my…
Attach revenue estimates to UX issues and conversion problems. Use when the user wants to know what a friction point or conversion drop is costing in dollars.
revenuecast — turn a real-world capability into a self-demonstrating, high-throughput generative-AI revenue engine (the "Kleos" method).
When the user wants to reverse engineer how another company grew and copy what worked. Also use when the user mentions 'reverse engineer,' 'how did X grow,' 'how does X get…
Wirtschaftsprüfer: review engagement abgrenzung - Kammerantwort mit Verfahrensstrategie, Tonlage und Belegplan; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit, Belegplan…
Wirtschaftsprüfer: review engagement abgrenzung - Rechtsprechungscheck, stärkste Gegenansicht und Red-Team-Korrektur; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit,…
Wirtschaftsprüfer: review engagement abgrenzung - Organisationspflichten, Prävention, Team-Anweisung und Fristenkontrolle; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit,…
Wirtschaftsprüfer: review engagement abgrenzung - Kaltstart mit Faktenmatrix, Risikoampel und fehlenden Unterlagen; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit,…
Use to scan everything an outsider can read — README, marketing copy, docs, public config, AND error messages, stack traces, debug pages, response headers, and logs — for leaked…
When the user wants to analyze, respond to, or improve their app reviews and ratings. Also use when the user mentions "reviews", "ratings", "negative reviews", "how to get more…
Monitor customer reviews across platforms and generate thoughtful, brand-aligned responses. Flags urgent negative reviews for priority attention, drafts responses that turn…
Temporarily visualize untracked new files into the git diff so a chain of diff-deriving review callees can see them, then restore the files to untracked.
Review any prose against this project''s writing standards — a README, a spec, a design doc, a blog post, marketing copy, or a draft you paste in.
Analisa e otimiza arquivos SKILL.md de outras skills para elevar o nível de SEO (Search Engine Optimization) e GEO (Generative Engine Optimization).
Für Verl-030 · Rezensionsexemplare, Influencer und Steuer: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Schnittstellenkarte mit Zuständigkeits- und Nachweisfragen.
Perform RFM (Recency, Frequency, Monetary) customer segmentation analysis on e-commerce data. Use when you need to analyze customer value, identify VIP customers, or create…
Prompting and creative workflow guidance for Riverflow 2.0 (t2i, i2i, refSR). Use for instruction design, font control, brand typography, marketing asset prompts,…
Create content-first roadshow / pitch / report presentations from the user's OWN materials. Trigger when the user wants to make a PPT, slide deck, 演示文稿, 路演, 汇报, 提案, pitch deck, or…
Use for Roblox growth diagnosis, discovery, retention, onboarding, experiments, positioning, LiveOps, and packaging.
Rocket framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Rocket projects, or when the user mentions Rocket framework.
Use when the user needs to calculate campaign ROI, marketing ROAS, customer acquisition cost, cost per lead, lifetime value analysis, or multi-channel attribution ROI for budget…
Redesign a job role that AI now does a large part of — deliberately, instead of quietly expecting the same headcount to absorb 140% output.
micro-ROS: agent, rclc client API, micro_ros_setup, custom transports, static memory.
Use when the task is about ROSFIX marketing, branding, creative direction, Instagram content, captions, carousels, reels, visual prompts, landing copy, brand audits, or marketing…
Give agents a bilingual marketing SOP system for plans, copy, audits, content calendars, campaign briefs, design prompts, and role-based workflows.
Migrate an existing reStructuredText (.rst) Sphinx documentation project to MyST Markdown (.md) using the rst-to-myst tool.
Use when you have centroided mzML or mzXML LC-MS files from a single batch run that exhibit systematic retention-time drift between samples, one or more designated QC reference…
Research, outline, draft, review, and optimize long-form blog posts through a repeatable Claude Code workspace instead of ad hoc chat writing.
Use when a strategist needs to assess portfolio position and derive investment priorities across multiple products or business units.
Install a multi-runtime SEO skill pack that collects crawl, schema, performance, sitemap, robots, and content evidence before producing audit reports and action plans.
Use Generative Media Skills when an agent should turn a creative brief into repeatable image, video, audio, product-ad, social-pack, storyboard, or brand-asset workflows backed by…
Run the Omnigent load test and produce a results file explaining the latencies. Load when the user wants to load-test / stress-test / benchmark Omnigent under concurrency ("load…
Shared step of the marketing playbooks (analyze-performance, run-paid-campaigns, research-competitors, email-lifecycle): reads the last run's record, checks whether its…
Checks a draft social post before it goes out: voice match against the account, would a person actually post it, AI-sounding phrases, claims against what the brand has signed off,…
Checks that ads are safe to spend on: conversion tracking recording, landing pages loading on mobile with the right product, price and offer, enough stock behind promoted…
Use when a strategist needs to scan the macro environment before setting strategy or evaluating market entry.
Executa um plano de docs/plans/.md em worktree isolada, com micro-commits Conventional Commits, revisão dirigida por bloco e gate de validação manual quando aplicável.
Install a maintained marketing skill library so agents can run scoped SEO/GEO, email, paid ads, influencer, launch, social, and brand narrative workflows with shared quality gates.
Use Social Media Research Skills when an agent needs to find outlier posts, mine comments, compare competitors, inspect ad libraries, and turn public social data into cited…
A skill for managing and applying Anthropic's specific brand identity, including color tokens, typography fallbacks, and technical illustration standards.
How to write NATIVE Russian copy for hunter-lease that reads as written by a Russian, not translated from English.
Rust macro development patterns including procedural macros, derive macros, attribute macros, and declarative macros.
RVC (Retrieval-based Voice Conversion) — conversión de voz en tiempo real con cloning de baja latencia y alta calidad.
Use when invoked via /rz-quarterly-review, when Riché asks to "run the quarterly review", "set Q[N] priorities", "do quarterly planning", "review the quarter", "review my…
Activate when: user asks "why has our growth stalled after early success?", "when will this market saturate?", "we used to grow easily, now it's hard", "how do we cross the…