Marketing & Growth

revfactory Bundle

YouTube video hook (opening) writing skill. Provides 15 hook patterns, viewer retention psychology, and click-to-watch conversion formulas. Referenced by the scriptwriter agent when designing video openings to minimize viewer drop-off. Also used standalone for requests like 'show me hook patterns' or 'how to write great openings.' Full script writing and SEO optimization fall under the youtube-production skill.

revfactory Bundle

A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once. Use this skill for 'publish my e-book,' 'edit my manuscript,' 'create a book cover,' 'e-book metadata,' 'book proofreading,' 'self-publishing preparation,' 'e-book distribution,' 'manuscript review,' 'ebook production,' and all other aspects of e-book publishing. Also supports cover creation or metadata setup when an existing manuscript is provided. Note: actual EPUB/PDF file conversion, bookstore account registration, print ordering, and marketing execution are outside the scope of this skill.

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A specialized skill for the metadata-manager agent covering e-book metadata SEO. Provides BISAC/KDC classification, keyword optimization, bookstore-specific description strategies, pricing psychology, and platform-specific distribution settings. Use for 'metadata,' 'book classification,' 'keywords,' 'e-book distribution,' and similar topics.

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An automated operations manual generation pipeline. An agent team collaborates to analyze existing documents and code to produce process flowcharts, step-by-step manuals, FAQs, and training materials. Use this skill for 'create operations manual', 'write SOP', 'auto-generate SOP', 'process documentation', 'manual writing', 'create work guide', 'procedure automation', 'create training materials', and similar process documentation topics. Code review, technical document translation, and marketing content creation are out of scope.

revfactory Bundle

A full production pipeline where an agent team collaborates to generate YouTube video content — strategy, script, thumbnail, and SEO metadata — all at once. Use this skill for requests like 'plan a YouTube video,' 'write a video script,' 'video scriptwriting,' 'YouTube content strategy,' 'video scenario,' 'YouTube Shorts planning,' 'create a YouTube thumbnail,' 'video SEO optimization,' 'YouTube channel content,' and other YouTube video production tasks. Also supports SEO optimization or thumbnail creation when an existing script is provided. Note: actual video editing (Premiere, DaVinci), YouTube Analytics API integration, and channel operations dashboard setup are outside this skill's scope.

revfactory Bundle

Full launch pipeline for e-commerce products where an agent team collaborates to generate product planning, detail pages, pricing strategy, marketing, and CS setup all at once. Use this skill for requests such as 'launch an e-commerce product', 'prepare a product launch', 'register a product on Naver Smart Store', 'launch on Coupang', 'create a detail page', 'develop a pricing strategy', 'create a marketing plan', 'launch prep', 'product planning brief', 'e-commerce CS manual', and other e-commerce product launch tasks. Also supports supplementing pricing/marketing/CS even when existing briefs or detail pages are provided. However, actual platform API integration (automated product registration), payment system development, logistics system integration, and real-time order management are outside the scope of this skill.

pku-yuangroup Bundle

Validates, gap-fills, and standardizes genome-scale metabolic models using memote for consistency and annotation scoring and COBRApy for manual curation, including mass/charge balance, energy-generating-cycle detection, dead-end resolution, GPR fixes, and SBML/SBO/MIRIAM annotation. Use when improving a draft model, gap-filling to a target medium, detecting erroneous ATP-from-nothing cycles, interpreting a memote score correctly (consistency vs biological validity), validating predictions against measured growth/essentiality, or preparing a model for publication.

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Map nucleosome center positions, occupancy, and fuzziness from ATAC-seq fragment-size patterns using NucleoATAC, ATACseqQC, DANPOS3, or scprinter. Use when characterizing nucleosome organization at promoters and enhancers, calling +1/-1 nucleosomes flanking NFRs, generating V-plots for chromatin structure visualization, or comparing nucleosome positioning between conditions.

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Extracts cfDNA fragmentomics features (DELFI genome-wide short/long ratios, WPS nucleosome positioning, Griffin GC-corrected accessibility profiles, end-motifs/MDS, OCF) for cancer detection and tissue-of-origin from plasma WGS. Centers on the nuclease-footprint reframe (every feature re-reads one nucleosome object), the mandatory GC correction, and the cross-protocol non-comparability that breaks naive classifiers. Runs FinaleToolkit (real CLI/Python, MIT) and the Griffin Snakemake pipeline; DELFI is a method, not a package. Use when deriving fragment-based signal from cfDNA, choosing a feature family for detection vs subtyping, or diagnosing why a fragmentomic model failed validation.

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Performs in-silico single and double gene deletions, condition-dependent essentiality, and synthetic-lethality screens on genome-scale metabolic models with COBRApy, evaluating gene-protein-reaction rules and comparing FBA re-optimization against MOMA/ROOM minimal-adjustment. Use when predicting essential genes, finding synthetic-lethal pairs for drug targets, choosing a growth cutoff, deciding FBA vs MOMA vs ROOM for a knockout, making essentiality medium-specific to match an experiment, or validating predictions against Keio/Tn-seq/CRISPR screens with MCC.

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Product copy formula library. Referenced by the detail-page-writer and marketing-manager agents when writing purchase-driving copy. Use for 'product copy', 'marketing copy', or 'ad copy' requests. Ad placement and design mockup creation are out of scope.

revfactory Bundle

A full production pipeline where an agent team collaborates to generate SNS content strategy, post copy, visual plans, and hashtag strategies all at once. Use this skill for 'create SNS content,' 'write Instagram posts,' 'social media strategy,' 'SNS content calendar,' 'hashtag strategy,' 'Instagram copy,' 'TikTok content,' 'LinkedIn posts,' 'SNS marketing,' and all other aspects of social media content management. Also supports post writing or hashtag analysis when existing brand guides are provided. Note: actual SNS account operations (posting, replies, DMs), ad execution, analytics API integration, and influencer outreach are outside the scope of this skill.

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ad Campaignof TargetAnalysis, Copy, Creative Design, an agent team collaborates to in Campaign line. 'ad Campaign Planning', 'ad Copy ', ' ', 'banner ad ', ' ad Planning', 'search ad ', 'Target Analysis', 'ad Creative', 'SNS ad Strategy' etc. ad Campaign production beforein . Copy Creative casein Review . , ad Platform(Google Ads, Meta Business Suite) API , whenbetween and vswhen , ad production(/illustration) of .

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Media mix Design when GRP/CPM/CPC/CPA/ROAS etc. core Metrics Calculation Formula, Budget allocation Model, Per-channel Benchmark Extended Skill. ' Metrics Calculation', 'CPM Calculation', 'ROAS Analysis', 'Budget allocation', ' comparison', 'Per-channel Benchmark' etc. of Analysis . , ad Platform whenbetween Optimization of .

revfactory Bundle

Purchase conversion optimization framework. Referenced by the detail-page-writer and pricing-strategist agents when designing detail pages and pricing with a conversion focus. Use for 'conversion rate optimization', 'CRO', or 'purchase psychology' requests. A/B testing tool setup and funnel automation are out of scope.

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ad Copy Writing when Verification Formula(AIDA, PAS, BAB, 4Ps, SLAP, FAB)and Per-channel Character limit , Psychology Trigger Pattern Copy Extended Skill. 'Copy Formula', 'line Formula', ' Framework', 'AIDA application', 'PAS Copy', 'CTA Pattern' etc. Copy Writingof Structure . , Copy Writing Campaign total Planning of .

yigityildiz0 Bundle

Create, update, apply, and audit brand strategy, voice, messaging, visual identity, asset rules, and governance. Use for brand guidelines, tone of voice, naming and messaging systems, visual consistency, asset organization, campaign compliance, or synchronizing approved brand tokens into product design. Turkish triggers: marka kimliği, marka rehberi, isim ve mesaj sistemi, görsel tutarlılık.

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Route broad or mixed visual-design requests into a coherent workflow spanning brand, design systems, UI/UX, interface styling, banners, presentations, logos, icons, and campaign assets. Use when a request crosses multiple design disciplines or the correct specialist skill is unclear; prefer the specialist skill directly for narrow tasks. Turkish triggers: tasarım işi, arayüz veya görsel yön seç, doğru tasarım becerisine yönlendir.

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Marketing umbrella skill. Use when Codex should optimize for positioning, resonance, content structure, and brand expression across channels.

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When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not.

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SEO intelligence toolkit covering the full lifecycle via live web data: keyword research, rank tracking, site audits, content gap analysis, competitor.

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Audit websites for SEO, performance, security, technical, content, and 15 other issue cateories with 230+ rules using the squirrelscan CLI. Returns.

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Design platform-ready banners, covers, display ads, website heroes, and print headers with clear hierarchy, safe zones, responsive crops, accessible contrast, and multiple art directions. Use when creating or reviewing a static promotional banner or adapting one campaign across formats. Turkish triggers: banner tasarla, kapak görseli, reklam görseli, farklı boyutlara uyarla.

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Google-inspired brand execution skill. Use when Codex should create layouts, decks, or copy with a clean Google-like product-marketing feel without implying.

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A decision-support framework that evaluates systems, architectures, and strategies through the entropy (decay) vs negentropy (growth) lens, while surfacing.

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Research and write a decision-focused competitive brief using current, source-backed evidence. Use for competitor analysis, competitive brief, market comparison, feature comparison, positioning comparison, or win/loss preparation. Turkish triggers: rakip analizi, rekabet özeti, özellik ve konumlandırma karşılaştırması.

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Grassroots-first campaign design for anyone being outspent — startups vs. incumbents, NGOs vs. corporate comms, movements vs. state-backed machines, solo.

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Performs flux balance analysis (FBA), flux variability analysis (FVA), parsimonious FBA (pFBA), loopless FBA, flux sampling, and production envelopes on genome-scale metabolic models with COBRApy, solving the biomass-maximization linear program under a defined medium. Use when predicting growth rate on a carbon source, computing flux ranges and alternative optima (FVA), setting exchange bounds and minimal media, distinguishing a real growth phenotype from an under-constrained model, sampling the flux solution space, or choosing between FBA, pFBA, loopless FBA, and sampling for a flux distribution.

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Designs cytosine (CBE, C-to-T) and adenine (ABE, A-to-G) base-editor guides by positioning the target base at the activity-peak of the editing window (protospacer positions ~5-7, PAM-distal numbering), minimizing bystander edits for product purity, reading dinucleotide context (APOBEC1 TC favored / GC disfavored), and selecting the editor variant (BE4max, ABEmax, ABE8e, YE1/SECURE, TadCBE, CGBE, SpG/SpRY-BE). Covers knockout by premature stop (CRISPR-STOP/iSTOP) and splice-site disruption, the three off-target classes (Cas-dependent, Cas-independent DNA, RNA), outcome prediction (BE-Hive/DeepBE), and the base-vs-prime-vs-HDR decision. Use when installing a transition mutation without a double-strand break, knocking out a gene without indels, or choosing CBE vs ABE. Generic guide scoring, prime editing, and HDR donors are separate skills.

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Builds tissue-, cell-type-, and condition-specific metabolic models by integrating transcriptomic or proteomic data into a generic genome-scale model, using extraction algorithms (GIMME, iMAT, INIT/tINIT, MADE, E-Flux, CORDA, FASTCORE) via troppo and corda in Python or the COBRA Toolbox/RAVEN in MATLAB. Use when pruning a generic model to a context, choosing an extraction method and expression threshold, mapping expression through GPR rules to reactions, deciding whether an objective is required (GIMME vs iMAT), avoiding the growth-objective trap for non-proliferating tissue, or judging how much of a context-specific model is real signal versus an artifact of the threshold and method.

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Builds and simulates multi-species metabolic community models from member genome-scale models, using MICOM for abundance-weighted steady-state community FBA and cooperative tradeoff, SMETANA for cross-feeding and competition scoring, and SteadyCom/COMETS for common-growth-rate and dynamic simulation. Use when modeling a microbiome or co-culture, predicting cross-feeding and competition, abundance-weighting members from metagenomics, choosing steady-state vs dynamic community modeling, avoiding the compartment-pooling artifact, or judging how member-model quality and namespace propagate into community predictions.

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Detect, date, and contextualize whole-genome duplication (WGD / paleopolyploidy) events using wgd v2 (Chen et al 2024), KsRates (Sensalari 2022 substitution-rate-corrected Ks dating), DupGen_finder (Qiao 2019), MAPS (Li 2018 phylogenomic), POInT (Conant 2008 ordered-block), SLEDGe (2024 ML-based), Whale.jl (Bayesian DL+WGD), and synteny-anchored paranome construction. Use when identifying ancient polyploidy from Ks distributions and synteny block analysis, positioning WGD events relative to speciation, distinguishing tandem from segmental from WGD duplications, dating the 2R/3R vertebrate / fish / salmonid WGDs, building paranome and Ks-age mixture models, applying KsRates substitution-rate correction across lineages, or testing alternative biased-fractionation / dosage-balance models post-WGD.

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Predicts protein and complex structures with deep-learning models (ESMFold, AlphaFold2/ColabFold, AlphaFold3, Chai-1, Boltz-1/2) and reconciles them with confidence metrics. Use when choosing a predictor by input and question rather than novelty (ESMFold single-chain, no-MSA, fast, metagenomic-scale vs AlphaFold3/Chai-1/Boltz for complexes, ligands, nucleic acids, ions, PTMs); recognizing that MSA depth is the dominant accuracy determinant so ESMFold trades accuracy for speed and degrades on orphan proteins; gating a complex on ipTM plus inter-chain PAE, not per-chain pLDDT; reading pLDDT as local confidence, PAE as inter-domain/inter-chain positioning, pTM as global fold; knowing a single prediction is one dominant conformer not an ensemble (no apo/holo, allosteric, or fold-switch states), that these are not variant-effect/ddG/affinity engines, and that a confident prediction is a hypothesis, not an experiment. Keywords ESMFold, AlphaFold3, Chai-1, Boltz-1, ColabFold, ipTM, PAE, pLDDT, MSA depth.

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Implements missing-data sensitivity analyses for confirmatory clinical trials including MMRM under MAR (with Kenward-Roger correction), reference-based multiple imputation (J2R, CR, CIR, LMCF per Carpenter-Roger 2013), Permutt delta-adjustment / tipping-point analysis, pattern-mixture identifying restrictions (CCMV, NCMV, ACMV), and the Cro vs Bartlett variance debate. Use when handling missing primary or secondary endpoint data in regulatory submissions following NRC 2010 and ICH E9(R1).

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When the user wants to audit, review, or diagnose SEO issues on their site. Uses live web data via the Bright Data CLI for accurate detection of JS-injected.

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Tracks how competitors position themselves online — scrapes homepages, features, pricing, and blogs to extract messaging, value props, CTAs, and pricing.