Unified team skill for architecture optimization. Uses team-worker agent architecture with role directories for domain logic.
Design a new system or major component with an architecture-first workflow. Use when the user invokes /team-architect or asks for Team Architect team workflow guidance.
Unified team skill for brainstorming team. Uses team-worker agent architecture with role directories for domain logic.
Universal team coordination skill with dynamic role generation. Uses team-worker agent architecture with role-spec files.
Meta-skill for generating team skills following the v4 architecture pattern. Produces complete skill packages with SKILL.md router, coordinator, worker roles, specs, and…
Unified team skill for issue resolution. Uses team-worker agent architecture with role directories for domain logic.
Full lifecycle team skill — plan, develop, test, review in one coordinated session. Role-based architecture with coordinator-driven beat model. Triggers on "team lifecycle v4".
Unified team skill for motion design. Animation token systems, scroll choreography, GPU-accelerated transforms, reduced-motion fallback. Uses team-worker agent architecture.
The "Process Scheduler" that establishes the multi-agent architecture and maps personnel to roles.
Team Topologies methodology for organizational design. Covers the four fundamental team types, three interaction modes, cognitive load assessment, Inverse Conway Maneuver, and…
Unified team skill for UI polish. Auto-discover and fix UI design issues using Impeccable design standards.
TeaTree agent lifecycle platform — core architecture, lifecycle phases, CLI reference, overlay API, skill loading, and plugin hooks.
Markdown docs with Mermaid diagrams and tree layouts. Trigger: When writing architecture, spike, or implementation docs.
Use when the user wants to create any technical diagram - architecture, data flow, flowchart, sequence, agent/memory, or concept map - and export as SVG+PNG.
Guide pour tech leads : architecture, code reviews, mentoring et décisions techniques. Se déclenche avec "tech lead", "lead technique", "décision technique", "mentoring" — from…
Rosetta skill for defining clear, testable tech specifications from requirements. Use when creating implementation-ready documentation that defines the target state architecture,…
Help PMs make technical architecture decisions without deep engineering background — database selection, hosting, auth patterns, monolith vs microservice, API design.
Use when making technical decisions, choosing technologies, or documenting architectural choices. Creates ADRs (Architecture Decision Records).
System and technical design owned by principal-architect with staff-engineer support. Produces a design doc or RFC covering architecture, trade-off analysis, non-functional…
Technical specification and design document expert. Use when writing design docs, RFCs, ADRs, or evaluating technology choices.
Use when setting or revising the technical direction of an engineering organization — writing the technical strategy document, picking the load-bearing technical bets, deciding…
Write clear, comprehensive technical documentation. Use when creating specs, architecture docs, runbooks, or API documentation.
Rédaction technique claire pour documentation, ADR et RFC. Se déclenche avec "documentation technique", "technical writing", "rédiger une doc", "ADR", "RFC", "architectur — from…
Use when you need framework-agnostic Hexagonal architecture guidance for Java projects - ports and adapters boundaries, application core independence, driving and driven adapters,…
Review or design a technology architecture. Covers infrastructure topology fitness (cloud/on-prem/hybrid), technology stack standardisation, vendor lock-in surface, security…
CTO methodology for technology evaluation, architecture governance, build-vs-buy decisions, engineering metrics, technical debt quantification, and innovation pipeline management.
TechSmith reference architecture for Snagit COM API and Camtasia automation. Use when working with TechSmith screen capture and video editing automation.
Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots.
Telehealth system architecture covering HIPAA-compliant video consultation, remote patient monitoring, patient portal design, asynchronous telehealth, and billing integration with…
Drafts dual-purpose telemedicine consent and policy documents covering informed consent, HIPAA privacy architecture, prescribing limitations, clinical scope boundaries, and…
Use when choosing multi-tenant architecture patterns. Covers Pool (shared), Silo (isolated), and Bridge (hybrid) models with decision frameworks for isolation, cost, and scale…
Maps existing Tesseron TypeScript codebases — catalogs apps, actions, resources, context-method usage, transports, React hooks, and session-lifecycle wiring; traces how agent…
Drives spec-first development, task decomposition, and architecture decisions. Use before any non-trivial implementation begins.
Design a theming architecture that supports brand variants, dark mode, and high-contrast modes with token mapping.
Enforces TheOne Studio Cocos Creator development standards including TypeScript coding patterns, Cocos Creator 3.x architecture (Component system, EventDispatcher), and playable…
Enforces TheOne Studio Unity development standards including C# coding patterns, Unity architecture (VContainer/SignalBus and TheOne.DI/Publisher), and code review guidelines.
Fetch brand SVG logos and cloud architecture icons (AWS, Azure, GCP) from theSVG. Use when the user asks for a brand logo, company icon, framework mark, service icon, or any…
Produces a morphological field (a Zwicky box of independent parameters by their possible values) plus a cross-consistency-pruned set of internally consistent configurations.
Build in buffers for unknown unknowns and don't optimize to the edge. Use for capacity planning, deadline estimation, architecture design, and risk management.
Classify decisions by reversibility and match decision process to decision type. Use for technology choices, architecture decisions, process changes, and hiring decisions.
Analyze problems as interconnected systems with feedback loops, emergent behavior, and non-linear effects.
VeChainThor node internals — architecture, consensus (PoA/PoS/BFT), built-in contracts, REST API, storage, P2P networking, block production, transaction lifecycle, reward…
Comprehensive procedures for implementing and managing Myco's three-tier configuration architecture with Machine/Grove/Project scope hierarchy.
Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in cod — from…
Use when developing application modules or microservices with the tinystruct Java framework. Covers routing, context management, JSON handling with Builder, and CLI/HTTP dual-mode…
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows — from…
Together AI reference architecture for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API.
Context window coach. Proactive guidance for token-efficient Claude Code projects, multi-agent systems, and skill architecture.
Audit and eliminate token waste from cognitive architecture memory files -- instructions, prompts, skills, and agents
Use when reasoning about the protocol-level cycle by which a language model uses external tools: the four phases (declaration, request, execution, continuation), the…
Use for cognitive task analysis, CTA method selection, knowledge capture, tacit expertise routing, and representation design by matching elicitation methods to knowledge type.
Use when facing technical uncertainty, unproven architecture, or building a large feature where agents or humans risk getting lost in details before confirming the architecture…
Evaluate 2–4 architectural options against quality attributes using a weighted decision matrix, quality attribute scenarios, and sensitivity analysis.
Use when implementing attention mechanisms, building custom transformer models, understanding positional encoding, or optimizing transformer inference - covers self-attention,…
Use when when building a neural network to map between mass spectrometry spectra and molecular properties (e.g., fingerprints, SMILES, or fragment ions) where sequential or…
Use when you have acquired or generated multi-modal spectroscopic data (integrated NMR, HSQC, COSY, IR spectra) in the model's expected input format, a pre-trained…
Use when when processing sequential spectroscopic data (1H NMR spectra) where both local chemical shift patterns and global spectral dependencies are needed for compound…
Use when you have paired tandem MS spectra and either (1) molecular fingerprints
Use when you have variable-length MS/MS peak lists (m/z arrays and intensity arrays) that must be fed into a transformer architecture for tasks like compound identification or…
Drafts U.S. commercial triple-net (NNN) lease agreements from deal materials. Triggers on term sheets, LOIs, or due-diligence packets where rent, taxes, insurance, and maintenance…