Use when designing, building, measuring, simulating, or troubleshooting any loudspeaker, speaker, speaker box, subwoofer, tweeter, woofer…
Generate timed, transition-cued speaker notes calibrated to talk duration and audience profile, with lightweight preference gathering.
Right-size and write the spec before building any change.
Verify that a spec's completed tasks fully implement the spec requirements.
MUST USE PROACTIVELY before executing a user request with two or more distinct deliverables, downstream skills, Agentic SEO pillars…
Enforces rigorous code quality standards by performing multi-layered static analysis on git diffs during the code review process.
[UDS] Create and review specification documents before writing code — spec format, states, and delta operations.
Synchronizes development intent with implementation to ensure code adheres strictly to defined specifications.
Use when extracting a durable, language-neutral behavior specification and portable conformance assets from an existing codebase for…
Write a spec as a linked knowledge base of atomic notes — entities, scenarios, ADRs with supersession tracking, status separation, layers…
Automatically convert Confluence specification documents into structured Jira backlogs with Epics and implementation tickets.
Transform a vague idea or brain dump into a clear and actionable task specification by asking targeted questions until…
Comprehensive special functions evaluation and manipulation
Draft and refine the Specific Aims page (NIH) or project overview/objectives (NSF, DoD, foundations) of a research grant.
Turn a significant or unclear change into an evidence-aware specification and an ordered, verifiable implementation plan.
Generates DDD Specification for PHP 8.4.
Guide the user through a structured specification process: define the goal, specify exactly what to build (and what NOT to build), and…
Bridges design and engineering by producing detailed specs, organized handoff packages, asset inventories, and cross-functional…
Create and validate solution design documents (SDD).
AI & LLM Systems Architect - Design RAG pipelines, vector search, semantic caching, evals, and tool-calling guardrails.
Content Architect - Heading Structure, Readability, Multimodal, Fact-density.