Layer 1 - Data Acquisition for Bluesky/AT Protocol social graph and content.

Analyzes target audience demographics, psychographics, behaviors, and platform preferences to inform influencer selection and campaign strategy. Essential foundation for effective influencer marketing.

Segment audiences for targeted marketing and personalized messaging

Audio analysis with Tone.js and Web Audio API including FFT, frequency data extraction, amplitude measurement, and waveform analysis. Use when extracting audio data for visualizations, beat detection, or any audio-reactive features.

Expert in web audio, audio processing, and interactive sound design

Binding audio analysis data to visual parameters including smoothing, beat detection responses, and frequency-to-visual mappings. Use when creating audio visualizers, music-reactive animations, or any visual effect driven by audio input.

Visualize audio frequency/time-domain data synchronized with React updates.

>

Supabase authentication patterns including getUser vs getSession, deadlock avoidance, session handling, and bypass patterns. Use when working with auth, sessions, cookies, or encountering auth hangs/timeouts. Keywords: auth, getUser, getSession, session, deadlock, timeout, cookie, token, Web Locks.

**The skill you cannot invoke. It invokes itself.**

Apple platform typography reference (San Francisco fonts, text styles, Dynamic Type, tracking, leading, internationalization) through iOS 26

Create Azure DevOps dashboards with widgets and metrics. Use when visualizing project metrics or creating team dashboards.

Business analysis methodologies, requirements engineering, RACI matrices, user stories for Pulse Radar.

backend-core

API design, database patterns, REST/GraphQL, microservices architecture, and backend best practices

Production-ready backend API implementation patterns including REST, GraphQL, authentication, error handling, and data validation

Expert guidance for Backlog.md CLI project management tool including task creation, editing, status management, acceptance criteria, search, and board visualization. Use this when managing project tasks, creating task lists, updating task status, or organizing project work.

This skill should be used when building portfolio dashboards, implementing balance checking, or adding multi-chain holdings views. Covers balances, holdings, and valuations across chains.

Use when creating or editing any bash script (.sh) - ensures shellcheck passes after every edit with zero warnings

The batch is the atomic unit - UI patterns centered around batch management

Session lifecycle and system operations. Use when creating sessions, saving state, getting dashboard data, or running system queries.

Managing issue dependencies, viewing blocked work, and navigating dependency graphs

Execute beads tasks with proper claim/work/close workflow and session management

Graph analysis layer for the Beads task graph. Precomputes metrics like PageRank and critical path.

Create publication-quality, aesthetically refined charts in Python/Jupyter (matplotlib/seaborn): readable axes, tight whitespace, and curated palettes (categorical/sequential/diverging).

Render Mermaid diagrams as SVG and PNG using the Beautiful Mermaid library. Use when the user asks to render a Mermaid diagram.

Expert UI/UX design guidance for unique, accessible interfaces. Use for visual decisions, colors, typography, layouts. Always ask before making design decisions. Use this skill when the user asks to build web components, pages, or applications.

Build BI dashboards from databases. Use when creating dashboards, charts, or analytics pages with Next.js + shadcn/ui + Recharts + Prisma.

Audit pilot data, models, and workflows for bias and inclusivity issues. Use when evaluating fairness across demographic groups, identifying algorithmic biases, and recommending mitigation strategies to ensure equitable outcomes.

Evaluate AI systems for fairness using demographic parity, equalized odds, and bias detection techniques with mitigation strategies.

Curate and validate BibTeX bibliographies against academic databases.

X/Twitter CLI for reading, searching, posting, and engagement via cookies.

Master blockchain fundamentals including consensus, cryptography, and distributed systems

Expert-level blockchain, Web3, smart contracts, DeFi, and cryptocurrency development

Synthesizes research findings into structured content outlines

Create mermaid diagrams for blog posts using the blog's sky/zinc color theme. Use when adding flowcharts, sequence diagrams, or other mermaid visualizations to blog content.

blog-proofreading

Establishes instrumentation, monitoring, and alerting foundations.

bmorphism Diagrams

Guidance for Bayesian Network DAG structure recovery, parameter learning, and causal intervention tasks. This skill should be used when tasks involve recovering DAG structure from observational data, learning Bayesian Network parameters, performing causal interventions (do-calculus), or generating samples from modified networks. Applies to tasks mentioning Bayesian networks, DAG recovery, structure learning, causal inference, or interventional distributions.

Bibliographic research agent that analyzes books and manuscripts in Source Library, situating them within their networks of production, transmission, and reception.

Manage bookkeeping tasks using the Layer API. Use for journal entries, account management, financial reports (P&L, balance sheet), ledger accounts, and categorizing transactions. Invoke when users mention accounting, bookkeeping, journal entries, chart of accounts, P&L, profit and loss, balance sheet, or financial reports.

Display comprehensive project progress including BRD status, corpus statistics, research progress, and writing progress with recommendations for next actions

Bootstrap provides typography, image, table, and other content styles built on top of Reboot, a normalized baseline.

Braiins Learn - Bitcoin mining profitability calculators, charts, and data dashboard

Braiins Manager - web-based dashboard for monitoring and managing Bitcoin mining operations with real-time metrics, alerts, and multi-user access control

KPI framework and reporting system for tracking brand health, consistency,

Building comprehensive brand identity systems from strategy to implementation. Covers logo design, color palettes, typography pairing, voice guidelines, and system documentation. Use when creating new brands, rebranding, or systematizing existing identities.