Use when the user wants to detect anomalies in marketing performance — traffic drops, cost spikes, deliverability issues, conversion rate changes, or budget overruns.
antfu-style design conventions, broadened. UnoCSS-first, class-based semantic tokens with dual light/dark for tooling and devtools UIs, plus design-read, anti-slop, and…
Eliminates generic AI-generated design ("AI slop") from any UI you build or review. Use whenever generating, reviewing, refactoring, or critiquing a landing page, dashboard,…
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software.
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value.
When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration fri — from…
Prevents Git Bash path conversion issues when running Anubis commands on Windows. Use when building targets with `cargo run` or `anubis.exe` that use `//` target paths.
When the user wants to set up, interpret, or improve their app analytics and tracking. Also use when the user mentions "analytics", "tracking", "metrics", "KPIs", "App Store…
When the user wants to implement, optimize, or use App Clips for app discovery and conversion. Use when the user mentions "App Clip", "app clip code", "mini app", "instant app",…
Monetarisierungs-Audit fuer Android-Apps. Analysiert jede Android-App im Repo tiefgruendig und erstellt einen ausfuehrlichen Bericht mit sofort einsetzbaren Prompts.
Apple-native design language for iOS, iPadOS, and macOS — the editorial layer above HIG plus the domains craft skills miss: UX writing, interaction/form/loading states, and…
Guide Apple image decoding, encoding, metadata, thumbnails, multi-frame sources, and representation bridging across Image I/O, Core Graphics, AppKit NSImage and NSImageRep, UIKit…
Create, revise, translate, scrape, crop, validate, and prepare App Store marketing screenshots and `.appstore-screenshots` workspaces. Not for general image generation.
Use when when you have raw TWIM-MS arrival-time data and need to transform it into absolute CCS values for downstream biomolecular class assignment or comparative analysis.
Use when designing the motion language for a feature or system. Covers transition specs, micro-interaction definitions, choreography principles, performance constraints, and…
Optimize and prepare figures for arXiv submission: format conversion (EPS/PDF/PNG/JPG), size reduction, metadata stripping, processor compatibility (DVI vs PDFLaTeX).
Use Assets for brand-safe image or video generation, human picker UI, search/list/export actions, and cross-app asset selection.
Convert a meeting into async work that actually decides — the doc-plus-deadline format that replaces the room, the comment-window rules, the decision-closure step that async…
Use when building a metadata enrichment system that must support multiple pluggable converter backends and you need to automatically discover all available converters at runtime,…
Skill do projeto Atlas Voice. Use sempre que JP mencionar módulo de voz, tom de voz, Atlas falando, Lyra falando, adaptação emocional de voz, timbre, ritmo, micro-respirações,…
Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models.
Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models.
Use when the user needs to set up marketing attribution, select an attribution model, implement multi-touch attribution, design credit distribution rules, configure GA4…
When the user wants to set up, debug, or interpret app install attribution — including SKAdNetwork (SKAN), Apple's AdAttributionKit, Google Play Install Referrer, MMPs (AppsFlyer,…
Map how readers flow through your content ecosystem — from discovery (X/IG) through trust-building (note free) to conversion (note paid).
Audit who your ads actually target and where they run, compare it against the STRATEGY.md Persona, and surface exclusions, bid adjustments, lookalikes, and placement pruning tied…
Run TTS model families audio.cpp supports but GuideAnts does not ship — Qwen3 CustomVoice builtin speakers, VibeVoice multi-speaker dialogue, MioTTS, VoxCPM2, PocketTTS, Vevo2…
Audit digital marketing performance across analytics, websites, apps, funnels, attribution, paid and organic channels, CRM, retention, private-domain operations, and AI marketing…
Tambah atau ubah domain event AWCMS-Micro. Gunakan saat mem-publish event baru (mis. sales.transaction.posted), mengubah payload event, atau menambah subscriber.
Kerjakan bagian mana pun dari epic news_portal AWCMS-Micro (Issue #631-#642, #649). Gunakan saat menambah/mengubah preset full-online R2-only, media object registry, presigned…
Kerjakan bagian mana pun dari epic social_publishing AWCMS-Micro (Issue #643-#647). Gunakan saat menambah/mengubah account connector, publish rule/template, outbox job/attempt,…
Kerjakan bagian mana pun dari epic visitor analytics AWCMS-Micro (Issue #617-#624). Gunakan saat menambah/mengubah VISITOR_ANALYTICS_* env config, skema session/event/rollup,…
Modul site_search SUDAH di-port ke repo ini (dari awcms-micro Issue #270 / ADR-0031, di sini ADR-0040; migrasi `sql/064` schema + `sql/065` permission, Gelombang-1…
Motion design pipeline for building Awwwards/Apple-tier animations, micro-interactions, scroll sequences, page transitions, and kinetic typography.
Use when when you have coordinate-sorted BAM files from single-cell ATAC-seq experiments (e.g., 10X Genomics scATAC-seq) and need to generate a compressed fragment file for…
Use when analyzing product, brand, business-unit, or investment portfolio allocation with the BCG Growth-Share Matrix: market growth, relative market share, stars, cash cows,…
Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadow — from…
UX writing and interface copy, from voice and button labels to error messages and empty states. Use when writing or reviewing any user-facing text: button and link labels, form…
Audit an existing .bib file entry by entry against canonical metadata (Crossref, OpenAlex, arXiv, Zotero) to catch silent citation errors that pass spell-check and kill peer…
Produce a deep country economic analysis using Bigdata.com data — GDP, inflation, monetary policy, labor markets, debt mechanics, and investment implications.
Screen a public company's reported earnings for quality and accounting red flags using Bigdata.com data and filings.
Use when you have a cooler file (.cool or .mcool) from a Hi-C or micro-C experiment and need to quantify the total number of sequencing reads assigned to each genomic bin to…
Quantifies CRISPR editing outcomes with CRISPResso2 (Clement 2019 Nat Biotechnol) across Cas9-nuclease (indels, HDR), CBE and ABE base editors (target conversion + bystander), and…
Build forest plots (HR, OR, RR, beta-coefficient summaries with CIs) and funnel plots (meta-analysis publication-bias diagnostics) using forestplot, metafor, ggforest, and…
Stores and operates on sparse expression matrices for single-cell and large bulk RNA-seq, covering dgCMatrix/dgRMatrix/dgTMatrix when-each-is-fast, the dgCMatrix (CSC, R) <-> CSR…
Convert between sequence file formats (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO. Use when changing file formats or preparing data for different tools.
Convert between sequence file formats (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO. Use when changing file formats or preparing data for different tools.
Use when a task needs the judgment of a Biofuels/Biodiesel Technology and Product Development Manager — deciding whether a lab/bench-scale process is ready to scale up, evaluating…
Use when a task needs the judgment of a Biofuels Processing Technician — adjusting catalyst dosing for transesterification based on actual measured feedstock free fatty acid…
Use when when you have processed Cardinal MSI data (normalized peak intensities,
Migrate a repository from Bitbucket+Jenkins to GitHub+GitHub Actions, including git history, branches, tags, CI/CD pipeline conversion (Jenkinsfile → ci-cd.yml), helm chart…
Get reliable output from weak or local models by tightening the harness instead of the prompt. Use when running a small/quantized/local model, when an agent loops, drifts, stalls…
Synthesize research across three forces — Audience, Company, and Moment — into a prioritized set of 5-8 brand building blocks: the foundational and emergent truths and insights…
Unified brand compliance validation across visual, verbal, and legal dimensions. Use when relevant to the task.
Compiles cross-platform analytics: followers, growth, engagement rate, and impressions per platform with month-over-month deltas and top-performing content identified.
Compares brand profile elements (bio, headshot, handle, URL) across all platforms to the master brand profile and flags any discrepancies.
Brand icon and visual identity management for BroomVA projects. Generates favicons, app icons, Open Graph images, and social media avatars from brand assets.
Brand monitoring tool for tracking mentions across social media platforms. Monitor Reddit, Google News, YouTube, and DuckDuckGo for brand mentions.
Monthly content output review that tracks publishing cadence vs goal, cross-platform performance, and top-performing content.
Monthly brand synthesis. Aggregates cross-platform analytics into a unified brand health score. Triggers: "brand synthesis", "brand score", "monthly brand report", "brand…