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glycoengineering
Analyzes and engineers protein glycosylation by scanning canonical N-glycosylation sequons, describing S/T-rich regions, checking curated glycan evidence, and preparing NetNGlyc, NetOGlyc and GlycoSHIELD workflows. Use for glycoprotein engineering, antibody Fc glycosylation, glycan shielding, and site-specific glycoproteomics interpretation.
documentation-and-adrs
Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.
code-to-prd
Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for engineers or AI agents to fully reconstruct every page and endpoint. Works with frontend frameworks (React, Vue, Angular, Svel…
codebase-onboarding
Analyze a codebase and generate onboarding documentation for engineers, tech leads, and contractors. Fast fact-gathering and repeatable onboarding outputs. Use when onboarding a new engineer, writing architecture-overview docs for a new project, or producing tech-lead briefings for unfamiliar repos.
named-persona-adversarial-review
Code review through the lens of real engineers' documented philosophies (Torvalds, Thompson, Carmack, Kent Beck, Jobs, Cagan). Complements abstract-role adversarial review with named, sourced perspectives. Use when automated review findings feel generic, when a PR has architectural or UX impact, or when the author wants pre-submit hardening beyond standard …
azure-enterprise-infra-planner
Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF alignment. Generates Bicep or Terraform directly (no azd). WHEN: 'plan Azure infrastructure', 'architect Azure landing zone', 'design hub-s…
replica-recon
Reverse-engineers any app into a recon map: screen inventory, user flows, component list, inferred data model and a feature matrix, from public pages, screenshots, app store listings, help docs and the user's own account. The first step of the Replica pack. Use when the user says "clone this app", "reverse engineer X", "how does X work", "map out X", "what …
technical-leadership
Exercise technical leadership — driving architectural decisions, mentoring engineers, managing technical debt, and aligning engineering with business goals.
blueprint
Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. Use when creating blueprint templates, composing DAGs from YAML, declaring shared variables or per-environment profiles, validating configurations, sharing templates as an installable package, or enabling no-code DAG authoring for non-engineers.
alibabacloud-emr-starrocks-manage
Manage the full lifecycle of Alibaba Cloud EMR Serverless StarRocks instances — create, scale, configure, maintain and diagnose. Use this Skill when operations engineers, SREs, or architects need to manage StarRocks instances. Typical scenarios include: "create a StarRocks", "check instance status", "scale up CU", "modify configuration", "restart instance",…
datasheet-and-refmanual-reading
Datasheet and reference manual reading skill for embedded engineers. Use when extracting pinouts, electrical limits, register maps, clock trees, or timing from MCU documentation. Activates on queries about reading STM32 RM, extracting register bits, finding errata, or navigating reference manual sections.
verilog-basics-for-lowlevel
Verilog basics skill for firmware and kernel engineers. Use when reading RTL to understand hardware behavior, reset/clock domains, bus protocols, or collaborating with hardware teams. Activates on queries about Verilog basics, RTL, hardware description, clock domain, reset synchronizer, or MMU in hardware.
new-mac-setup
Fully automated new Mac setup for fullstack web developers and AI engineers. Generates and executes idempotent shell scripts to install dev tools, CLI utilities, GUI apps, AI/ML tooling, shell config, and macOS preferences — all via Homebrew, fnm, uv, and defaults commands. Use this skill whenever someone says "set up my Mac", "new Mac setup", "configure my…
technical-writing
Write internal technical documentation for engineers and operators: technical specs, architecture docs, ADRs, runbooks, migration plans, and developer-facing implementation guides. Use when the main job is capturing a technical decision, system boundary, operating procedure, or rollout path for builders and maintainers. Triggers on: tech spec, design doc, a…
extracting-spec-design-ladders
Reverse-engineers existing source code into a two-layer artifact ladder — a concrete reproduction spec (preserves behavior-affecting constants, same-tick ordering, input edges, collision/threshold semantics; drops cosmetics) and an abstract design doc (intentionally omits reproduction detail and records what is unspecified vs. safe-to-assume). Use to docume…
redline-annotation
Produces precise redline annotations - spacing, sizing, type, color, radius, z-order, and behavior notes in a consistent, scannable notation - that engineers can build from without asking questions. Use when someone asks "redline this screen", "spec this component", "annotate the spacing for handoff", or is preparing design files for development. Do NOT use…
responsive-spec
Specifies responsive behavior across breakpoints - layout reflow, content priority, touch targets, and fluid-versus-stepped scaling rules - precisely enough for engineers to implement directly. Use when someone asks "how should this work on mobile", "spec the breakpoints", "write the responsive rules for this page", or is adapting a single-viewport design f…
10x-team
You MUST use this when building projects end-to-end. Orchestrates all 12 team roles — automatically switches between CTO, architect, PM, engineers, SRE, security, DBA, QA, and EM based on the current phase of work. Starts with brainstorming before any implementation.
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