Productivity
ultimate-idea-watcher-v2
Turns any raw or incomplete product idea into a deeply researched, gap-free, implementation-ready programme — preserves the original idea, auto-fills a product brief, runs deep res…
Engineering
Branerail
CTO-level architectural advisor for AI-native development. Use this skill whenever you encounter code design decisions, architecture discussions, system resilience questions, or an…
Security
qa
Use for paranoid, language-agnostic architectural code review — applies SOLID, DRY/KISS/YAGNI, decoupling, OWASP/NIST security, and quantitative complexity thresholds (cyclomatic >…
Productivity
list-members
Displays the roster of architecture team members with their specialties and expertise areas. Use when the user asks "Who's on the architecture team?", "List architecture members", …
Design
diagram-architect
Production-grade diagram generation for architecture diagrams, flowcharts, sequence diagrams, and more. Generate beautiful, self-contained HTML files with professional themes. Supp…
General
00-andruia-consultant
\ud83e\udd16 Andru.ia Solutions Architect - Hybrid Engine (v2.0) workflow skill. Use this skill when the user needs Arquitecto de Soluciones Principal y Consultor Tecnol\u00f3gico …
Engineering
myco:three-tier-config-architecture
Comprehensive procedures for implementing and managing three-tier configuration architecture with Machine/Grove/Project scope hierarchy. Covers config storage design with scope enf…
Engineering
gofit-admin-architect
Master architecture guide for GoFit's administrative platform (/admin/*). Use for implementing or evolving admin features: company management, SaaS plans, subscriptions, RBAC, audi…
Security
data-flow-review
Expert review pass examining data-flow, state ownership, lifetime, and boundary topology across every non-trivial entity—flagging ownership mismatches, incorrect dependency directi…
Engineering
realize-the-vision
Researches and selects the optimal technical approach, architecture, and asset strategy before implementation to faithfully realize a defined experiential vision and staging. Surve…
General
barriere-architettoniche-edifici-privati-dm236
Provides documentary support on overcoming architectural barriers in Italian private and public-residential buildings under Law 13/1989 and DM 236/1989. Determines applicability th…
Engineering
hono-ddd-guidelines
DDD architecture guidance for new Hono backends or refactoring existing codebases. Covers layer structure (domain/application/infrastructure/controller), dependency direction, resp…
Engineering
complete-codebase-review
Use when asked to review, audit, assess, or evaluate an entire codebase holistically — not a PR diff. Covers architecture, security, tech debt, test health, deps, docs, CI, standar…
Security
permission-set-groups-and-muting
Use when designing or reviewing permission-set-group architecture, including profile minimization, group composition, muting strategy, and migration from profile-heavy models. Trig…
Engineering
aposd-designing-deep-modules
Enforce a Design-It-Twice workflow: generate 2-3 distinct approaches, compare them, then implement. Use when designing modules, APIs, or classes before coding. Triggers on design r…
Engineering
hotplex-arch-analyzer
Deep audit of HotPlex project architecture and code health. Performs architecture analysis, code quality review, SOLID/DRY compliance, concurrency/performance checks, security scan…
Engineering
modularize
Cache-aware task decomposition — split large coding tasks into independent modules, define interface contracts, schedule execution waves, and execute each module as an isolated Rea…
Engineering
star-code-architect
Bootstrap or reorganize ${CODE_NAME}/ from research plans in metds/plans/. Mine plans for GitHub references, score candidates by fit and license, then clone, rebrand, or survey exi…
Engineering
designing-deep-modules
Designs, reviews, and refactors modules to maximize functionality behind minimal interfaces. Analyzes boundaries, flags shallow modules, and applies heuristics such as pulling comp…
Documentation
adr-write
Capture an Architecture Decision Record — what was decided, why, what alternatives were considered, and when to revisit. Writes a numbered ADR file to docs/adr/ in the active repo …
Engineering
to-be-architecture
Design target AWS architecture covering ECS Fargate/EKS/Serverless selection, VPC topology with public-private-isolated subnets, database choice (RDS/Aurora/DynamoDB), IAM boundari…
Engineering
sams-architecture
Automatically audits and guides system architecture, technology choices, patterns, infrastructure, API design, testing, CI/CD, security, and code organization across Python web API…
Engineering
coordinator-pattern
Guides Coordinator pattern decisions for iOS/tvOS apps: when coordinators add value versus overkill, parent-child hierarchy design, SwiftUI versus UIKit differences, and flow compl…
Engineering
architecture-foundation
Design architecture foundations before implementation. Use when asked to design or refactor architecture, choose Rust/Go crate, package, module, runtime, workflow, or service bound…
Security
guardiao
Reviews code security, architecture, incidents, and third-party dependencies to identify real vulnerabilities, exploitable weaknesses, supply-chain risk, and safe mitigations. Use …
Engineering
project-contractor
Comprehensive codebase survey system that forces full project understanding before changes. Deploys parallel subagent analysis across architecture, connections, and operations to g…
Engineering
agent-backend-standard
Production-grade backend engineering hub for agent/LLM systems. Load when building or reviewing any backend touching databases, establishing repository gates, or enforcing architec…
Engineering
apex-architecture
Framework-free Apex architecture with layered design (triggers, services, selectors, domains), async processing, callouts, REST, error handling, and security (CRUD/FLS, sharing, SO…
Documentation
shipping-artifacts
Documents the minimal durable set needed to review and audit an AI-built app before release: architecture, user flows, permissions, secrets, test coverage, plus conditional topics …
Engineering
adapt-architecture
Execute structural evolution via strangler fig migration, chrysalis phases, and interface preservation. Supports transformation planning, parallel execution, progressive cutover, r…
Business
ha-dr-architecture
Designing high availability and disaster recovery strategies for Salesforce: Trust site monitoring, backup strategies, cross-region considerations, business continuity planning, RT…
Research
reason
Orchestrates hypothesis-driven reasoning via abduction, deduction, and induction: generates competing hypotheses, verifies them logically, gathers evidence, and outputs a Design Ra…
Design
design-first
Reach incremental design consensus before implementation: scope to structure, interactions, contracts, then build. Use for unclear scope in multi-component work, undefined feature …
Engineering
programming-as-theory-building
Apply this skill when writing, modifying, debugging, or refactoring code. Treat development as preserving program theory: how domain concepts map to behavior, why the current struc…
Engineering
spec-driven-development-architecture
Generates per-feature Development Architecture Documents via a spec-driven workflow that enforces structural completeness. Consumes Solution Architecture outputs to define layer pl…
Security
brutal-review
Zero-tolerance multi-agent code review system. Launches parallel reviewers across Security, Architecture, Quality, Performance, and Style with MCP integration and weighted scoring;…
AI / ML
claude-opus
Decides when to escalate to a frontier reasoning model for architecture, multi-file synthesis, security analysis, or long-horizon planning versus cheaper tiers for routine work. Co…
Engineering
microservices-decomposition
Guides decomposition of monoliths into microservices: identifying bounded contexts, defining service boundaries and data ownership, establishing API contracts, handling distributed…
Engineering
netsuite-enterprise-architecture-skill
Reviews NetSuite enterprise architecture—SuiteCloud design, REST/SOAP integration topology, OneWorld layouts, SDF structure, SuiteScript governance, and AI Connector patterns—again…
Engineering
loadout-dev
Expert partner for the Loadout MCP server (mcp.missionbuilt.io) powering Warmup and Spotter skills. Use for adding skills, editing templates, modifying index.ts, bumping versions, …
Engineering
project-architecting
Senior Architect methodology for greenfield projects. Collects business requirements through 1-3 chat phases, then produces 6+1 artifacts in docs/plans/<project>/ plus a tasks.yaml…
Documentation
open-knowledge-pack-codebase-wiki
Agent-authored wiki for a codebase: read when a `wiki/` folder exists with `architecture/`, `modules/`, `flows/`, `concepts/`, `guides/`, and `OVERVIEW.md`. Applies per-folder rule…
Research
ostrom-commons-governance
Applies Elinor Ostrom's eight design principles for commons governance to software architecture and AI agent coordination. Use for auditing shared-resource systems, designing agent…
Research
gpt-image-gen
Generate publication-quality architecture diagrams and conceptual figures for academic papers using OpenAI gpt-image-2. Use when user says \"生成架构图\", \"画示意图\", \"generate architect…
Engineering
harness-technical-decisions
Decides detailed technical strategies—polling vs push, retry/circuit-breaker, outbox/inbox, idempotency, transactions, caching, observability, adapters—after DDD design and before …
Engineering
pantheon-gap
Runs multi-agent gap analysis on an existing project: maps the codebase then fans specialized probes across completeness, security, tests, architecture, and other dimensions to sur…
Design
ai-figure
Generate clean SVG diagrams (flowchart, tree, mindmap, architecture, sequence, quadrant, gantt, state machine, ER, timeline, swimlane, bubble chart, radar chart) from a markdown st…
Design
architect-diagram
Generates Mermaid diagrams for systems, integrations, flows, state machines, data models, or deployment topologies. Detects requests for visuals and produces flowcharts, sequence d…
Documentation
architecture-diagram-page-builder
Builds architecture diagram pages for Adobe Experience Platform blueprint repositories. Handles full workflow: gathering page details, generating Markdown, placing files in the cor…
Engineering
Cline AI Rules - Ficha Controlador Backend
Detailed guides in `/docs/backend/`: - `01-architecture.md` - Layer structure - `02-entities-dtos.md` - Data modeling - `03-exceptions.md` - Error handling - `04-repositories.md` -…
Research
isomorph
Maps a target system onto a structurally similar mature domain to surface its laws, invariants, and blind spots. Use for first-principles analysis, architectural analogies, systemi…
Engineering
UDX Enterprise Standards — Base Instructions
[//]: # (DERIVED FILE — DO NOT EDIT DIRECTLY) [//]: # (Canonical source: .ai-instructions/core-instructions.md + .ai-instructions/universal/) [//]: # (To make changes: /opsx:propos…
AI / ML
google-cloud-solution-agentic-ai-bidirectional-streaming
Guides agents through interactive discovery of requirements for real-time bidirectional multi-agent systems that handle continuous multimodal data streams. Produces a custom Google…
Engineering
scorpio-feature-plan
Investigate the codebase to design a feature implementation — locate integration points, identify patterns, and define the approach. Outputs a design document and TASK-PLAN-HANDOFF…
Engineering
architecture-feature-first
Organize Flutter projects with layered architecture and feature-first structure. Apply when setting up new features, defining folder layouts, adding repositories or services, imple…
Engineering
blade-audit
Performs comprehensive code audits across quality, architecture, security, logic, and performance dimensions. Supports Git commit reviews, design-vs-implementation checks, and full…
Engineering
expert-analysis
Dispatches parallel subagents, one per domain, to analyze a feature against the codebase. Each expert covers architecture, performance, data/state, UI/UX, security, testing, or bui…
Engineering
psep
Practical Software Engineering Principles for architecture, design, review, and refactoring. Offers strict mode with seven principles plus decision framework, or relaxed mode with …
Engineering
Spicytakes.org
There are multiple dimensions we usually want to achieve and monitor in our codebases: Functional correctness (works as intended), [architectural fitness](https://www.thoughtworks.…
Engineering
tk-grill
Grills any plan, design, or architectural decision through relentless, one-branch-at-a-time questioning until shared understanding is reached, then emits a logged DEC-NNN entry. Us…
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