Automates the end-to-end mathematical modeling workflow from problem interpretation and Python data analysis to LaTeX paper generation and…
Audits and installs all system dependencies and Python packages required for end-to-end mathematical modeling workflows.
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Deterministic mathematical computation using SymPy.
Unified math capabilities - computation, solving, and explanation.
Analyzes mathematical literature to extract proof frameworks, classify technical methodologies, and map the evolution of scientific…
Re-derives mathematical formulas from core definitions to reveal underlying structural properties and equivalent representations in…
Support a long-running mathematics project with reusable research knowledge, literature tools, continuity across sessions, and optional…
When to activate: CSS animations, GSAP, Framer Motion, scroll-driven animations, Web Animations API, transitions, motion
When to activate: community strategy, Discord, Slack community, Circle, Reddit, community metrics, community management, member…
When to activate: content calendar, editorial calendar, content planning, publishing schedule, content pillars, content strategy…
When to activate: Spark, PySpark, Kafka, Airflow, Prefect, ETL, data pipeline, batch processing, streaming, data lineage
When to activate: email sequences, email campaigns, subject lines, drip campaigns, email automation, deliverability, segmentation…
When to activate: growth loops, viral loops, referral mechanics, network effects, flywheel design, compounding growth, viral coefficient…
When to activate: product metrics, north star metric, KPIs, retention metrics, engagement metrics, revenue metrics, metric tree…
When to activate: Zustand, Jotai, TanStack Query, React Query, Redux Toolkit, global state, client state, server state
When to activate: Rust tests, unit tests, integration tests, doc tests, benchmarks, proptest, test helpers, test organization
When to activate: SEO strategy, on-page optimization, keyword research, technical SEO, content clustering, Core Web Vitals, schema markup…
When to activate: SQLAlchemy 2.0, ORM, async sessions, relationships, query optimization, migrations
When to activate: Zustand, Jotai, XState, TanStack Query, URL state, Redux, state management, client state, server state
When to activate: URLSession, async networking, REST API clients, JSON decoding, multipart uploads, WebSocket in Swift