Firmware development for the Beetle — the CJMCU / DFRobot "Mini Arduino Leonardo" USB board (ATmega32U4 @ 16 MHz, 5 V, 21×28 mm, castellated pads) — its native USB (CDC serial +…
When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools.
Analyzes marketing channel attribution using 8 models (Markov, Shapley, LSTM, first/last-click, linear, time-decay, position-based) and recommends budget allocation.
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,…
Adapt what you write, how much, and how you frame it to the specific reader's knowledge, needs, and stakes.
Analyze visitor data, attendance patterns, and engagement metrics to inform programming decisions and measure organizational impact
ניתוח עומק של צרכי קהל מנתונים גולמיים → זיהוי צרכים, מצבים, תת-נושאים, ציון חום כפול, שכבת כיסוי, ושכבה עסקית → פלט מובנה.
Load before drafting any speech, toast, or remarks to profile the audience, calibrate register, and honor occasion conventions and taboos — covers toasts, eulogies, commencements,…
Guidance for B2B marketers building owned audiences through content, social media, email lists, and community — trigger when a user asks about growing followers, building an email…
Read the README (or any front-door doc) through the eyes of several distinct audience personas and report what each would think, miss, or bounce on
Classify the intended audience of a problem statement as LLM / exec / peer / self / public. Use during binding-vow's Phase 2 diagnosis.
Reads a batch of raw audience comments, emails, or survey responses about a piece of content and produces a structured summary of what readers valued, what confused them, and what…
Takes a batch of reader comments, survey responses, or audience messages and returns a structured summary organized by theme, sentiment, and actionable takeaways — turning…
When the user wants to track follower growth, understand what drives new followers, or analyze audience development.
Invoke when the user needs buyer personas, audience research, segmentation strategy, Jobs-to-Be-Done analysis, psychographic profiling, or understanding their target audience at a…
Map how readers flow through your content ecosystem — from discovery (X/IG) through trust-building (note free) to conversion (note paid).
Оценка контента глазами целевой аудитории. 5-10 аватаров ЦА + 3 критика анализируют каждый пост. Двухуровневая система: резонанс с аудиторией + качество контента.
Before writing for an audience, pick the smallest viable audience and name one specific reader. Trigger on "who is this for", "target audience", "write to everyone", "broad…
Crée la question ouverte finale et transmet la réflexion au public pour l'Acte VII d'un épisode NEW TEMPS X.
Crée la question ouverte finale et transmet la réflexion au public pour l'Acte VII d'un épisode NEW TEMPS X.
Generates an audience persona for the channel — who the viewer is, what they need, why they watch, and what content decisions follow.
Use when the user needs to build a detailed buyer persona with demographics, psychographics, behaviors, jobs-to-be-done, and content preferences.
Deep psychological profiling of your audience — beyond demographics to values, fears, aspirations, worldview, and decision-making patterns.
Discover where your audience actually pays attention online using Rand Fishkin's behavioral intelligence methodology—beyond demographics to actionable media affinity data.
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…
Protect the audience, scope, privacy boundary, and established structure of product-facing or derived artifacts when implementation or content could drift.
Segment audiences by underlying needs, motivations, and behaviors to enable targeted strategy. USE WHEN a task matches the Craft workspace workflow for…
Simulate how different audience segments would react to your content before publishing — predict where beginners get confused, where experts get bored, where skeptics disengage,…
Synthesize audience insights from multiple data sources into unified personas and segments. Use when relevant to the task.
Tune the same underlying narrative for different audiences — clinical peer, recruiter, hiring manager, VC partner, board chair, founder, journalist — without distorting truth.
Integrate Audiobookshelf's self-hosted audiobook and podcast server into AI agent workflows. Agents can manage libraries, track listening progress, search metadata, and automate…
Run TTS model families audio.cpp supports but GuideAnts does not ship — Qwen3 CustomVoice builtin speakers, VibeVoice multi-speaker dialogue, MioTTS, VoxCPM2, PocketTTS, Vevo2…
Use GEO Optimizer from the CLI or MCP so agents can audit a site for AI search visibility, generate llms.txt/schema fixes, check bot access, and track citation readiness.
Audit digital marketing performance across analytics, websites, apps, funnels, attribution, paid and organic channels, CRM, retention, private-domain operations, and AI marketing…
Use GEO SEO Claude when Claude Code should run repeatable AI-search and SEO audits with citability, crawler, schema, platform, and report workflows.
Prüft Website, Branding, Akquise, Preise, eigene Angebote, Versicherungen und Marktteilnahme im Sozialversicherungsstatus Prüfer.
Vertiefter Skill fuer Aeo Bewilligung Monitoring. Fuehrt durch Intake, Rechtsrahmen, Beleglage, Risikoampel, Dokumentation, Freigabe und naechste Schritte im Aussenwirtschafts-,…
Transform AI-sounding writing into natural, human prose. Use when creating or editing any written content—articles, essays, reports, emails, social posts, scripts, or marketing…
Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless.
Repurpose long-form video or audio into short-form clip plans with timestamps, hooks, captions, and packaging notes.
Main orchestration skill for automatic creation of short-form content (TikTok, YouTube Shorts, Instagram Reels) from long videos.
Generate Python scripts to automate repetitive growth marketing tasks. Use when a marketer has a manual, repetitive data task (copy-paste, format, calculate) and wants a simple…
Create AI avatar videos with precise control over avatars, voices, scripts, scenes, and backgrounds using HeyGen's v2 API.
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…
Writes short product copy: headlines, titles, meta and store descriptions, buttons, empty states, error messages, subject lines, CTAs. Use when asked for such copy.
Use when selecting, copying, adapting, or applying a curated DESIGN.md file for a project UI, brand-style reference, or design-system brief.
Read-only, mechanical audit of a landing or marketing page's conversion structure — single primary CTA per view, form-field friction, ad-to-headline message match,…
Read-only SEO and AI-discoverability audit of a site or codebase — technical SEO, generated-page (programmatic SEO) safety, and agent/LLM readability — producing evidence-backed…
Translate Russian text of any kind into natural English while preserving every structural element, formatting marker, link, identifier, and the author's human voice.
Motion design pipeline for building Awwwards/Apple-tier animations, micro-interactions, scroll sequences, page transitions, and kinetic typography.
Эксперт по B2B SaaS маркетингу. Используй для стратегий генерации спроса, growth-маркетинга, PLG, расчёта CAC/LTV, оптимизации воронки и маркетинговых операций.
The organic growth playbook behind 300K+ app downloads. Your AI becomes a growth coach trained on the exact system that drove 500M+ views and $30K+ revenue.
B2C mobile app marketing via short-form video content on TikTok, Instagram Reels, and YouTube Shorts.