go-testing covers table-driven tests, subtests, test helpers, and failure message standards. emphasizes diagnosable failures, cmp.Diff for complex comparisons, and semantic error checking over string matching.

react-devtools exposes a running react or react native app's component tree, state, props, hooks, and profiling data via cli commands. enables inspection, performance analysis, and debugging workflows for ai agents.

google-agents-cli-scaffold automates creation and enhancement of google agents projects via CLI, mapping user intent to deployment targets, datastores, and ci/cd runners. covers prototype-first iteration, rag provisioning, and reference scaffolding for non-standard structures.

unit-test-parameterized covers parameterized test patterns in junit 5, including valuessource, csvsource, methodsource, enumsource, and custom argumentsproviders. reduces test duplication by running single test logic across multiple input combinations.

wp-playground spins up ephemeral wordpress instances for plugin/theme testing, blueprint validation, and cross-version compatibility checks without full infrastructure setup.

excalidraw covers diagram generation in json format with two export paths (kroki api for svg, local cli for png/svg). includes design system, element schemas, spacing rules, and pattern templates for flowcharts, architecture, and swimlanes.

motion-design provides a systematic framework for UI animation with decision trees, motion archetypes, timing tables, and choreography rules. covers emotional intent, property selection, easing conventions, and multi-element coordination with extensive reference materials.

pull fetches origin/main and merges it into the current branch with structured conflict resolution guidance, preferring zdiff3 merge style for clarity and requiring explicit intent analysis before accepting either side.

design-orchestration routes design workflows through mandatory brainstorming, risk-based escalation to multi-agent review, and execution readiness checks, blocking implementation until validated designs pass all gates.

asc-workflow enables repo-local multi-step automation through .asc/workflow.json, with step outputs, conditional execution, parameter passing, and resumable runs. includes validation, dry-run preview, and nested workflow calls.

lorem-ipsum generates placeholder text via a bundled python script with flexible sizing and formatting options. supports paragraphs, word counts, character limits, token estimates, structured content with headings and lists, and multiple output formats.

microservices-architect guides decomposition of monoliths into independently deployable services using domain-driven design, with explicit validation checkpoints for data ownership, communication patterns, resilience, observability, and deployment strategies.

m09-domain provides ddd fundamentals mapped to rust patterns, covering entity vs value object distinction, aggregate design, and invariant preservation through type-driven techniques.

presentation-design covers audience-centered design frameworks, visual structure (assertion-evidence), cognitive load management, and evaluation rubrics. applicable across presentation tools with explicit anti-patterns and implementation checklists.

pp-company-goat queries sec form d filings, github, hacker news, companies house, yc, and wikidata in parallel to surface startup fundraising, engineering velocity, mentions, and cross-source red flags. reads-only, requires cli installation.

evaluation-methodology documents plugineval's three-layer quality framework, dimension weights, anti-pattern penalties, and elo ranking. it supplies rubric anchors, composite formulas, cli commands, and systematic improvement strategies.

threejs-webgl covers three.js 3d graphics fundamentals including scene setup, materials, lighting, and performance optimization. provides code patterns for common tasks like model loading, shadows, raycasting, and shader integration with practical examples throughout.

testing-strategies provides a structured approach to building test pyramids, covering unit, integration, and e2e testing with concrete examples in jest, supertest, and playwright. includes tdd workflow and ci/cd integration patterns.

tscircuit covers pcb design workflows in react/typescript including component discovery, schematic organization, placement validation, and export. handles cli operations from project init through manufacturing preparation.

momentic-explore-prompt covers generating repo-specific context files that instruct momentic's explore agent on target URLs, authentication, test placement rules, and repo quirks to avoid explorer failures.

requirements-analysis guides developers from vague intent to validated needs through state-based diagnosis, focusing on distinguishing real problems from solution-first thinking and uncovering hidden constraints before design work begins.

mapbox-geospatial-operations guides tool selection for geospatial problems by distinguishing between offline geometric calculations (turf.js) and routing apis, with decision frameworks organized by use case (distance, proximity, routing, shapes) and explicit anti-patterns.

context-window-management provides tiered strategies for managing llm context including token budgeting, intelligent summarization, and serial position optimization. covers pattern implementations with validation checks and delegation to related skills.

plaid-fintech covers link token creation, transaction sync with cursor-based pagination, item error handling and update mode, ach verification flows, balance checks, and webhook verification. patterns are grounded in working code.

argent-settings-permissions manipulates platform permission stores (ios tcc database, android package-manager flags) to pre-authorize, deny, or reset app runtime permissions without navigating ui, enabling controlled test setup.

limrun-ios-simulator provides remote cloud simulator control for iOS apps: launch, interact via taps and text input, inspect ui state through element trees, capture screenshots and video, and manage simulator lifecycle across any environment.

story-idea-generator provides a genre-first framework for developing story concepts, starting with desired emotional impact and aligning setting, character, and plot elements to deliver that experience across 11 elemental genres.

threejs-skills provides systematic patterns for 3d scene setup, geometry/material/lighting workflows, and interaction primitives like raycasting and orbit controls. covers import strategies, responsive handling, and performance basics with modern r183 practices.

suggestion-box enables agents to autonomously report generalizable friction in tooling, permissions, environments, and workflows without interrupting primary tasks. includes detailed eligibility criteria, safe context guidelines, and a structured submission format.

launchdarkly-metric-instrument guides instrumentation of track() calls across server and client SDKs, with detection of existing patterns, placement validation, and event verification via the launchdarkly mcp server.

winui3-migration-guide maps uwp apis to windows app sdk equivalents, providing namespace tables, before/after code snippets for common mistakes (contentdialog xamlroot, messagedialog replacement, dispatcher changes), windowing/picker/threading patterns, and a migration checklist.

java-coding-standards covers naming, immutability, optional usage, streams, exceptions, and dependency injection patterns for spring boot and quarkus services, with framework-specific guidance and concrete pass/fail examples.

shap provides structured guidance for computing shapley values, selecting appropriate explainers, and visualizing feature contributions across tree, deep learning, linear, and black-box models. covers workflows from basic explanation through production deployment with performance optimization.

writing-plans generates test-driven implementation roadmaps for multi-step tasks, targeting skilled developers unfamiliar with the codebase. plans break work into 2-5 minute chunks with file paths, code snippets, commands, and expected outputs.

ln-400-story-executor orchestrates story task execution across four priority tiers (to review, to rework, todo sequential, todo parallel groups), managing worktree lifecycle, checkpoint persistence, and scenario validation before moving stories to review status.

import-infrastructure-as-code discovers live azure resources via cli and maps them to terraform using azure verified modules, handling dependency resolution, module selection, and import address derivation from downloaded source.

fastapi covers production patterns for building async python apis with pydantic v2 validation, sqlalchemy 2.0 database integration, and jwt authentication. includes project structure, schemas, models, routers, and configuration examples.

setup-api-key walks users through vapi dashboard navigation, key creation, validation via curl request, and secure storage in .env with gitignore configuration.

clerk-android guides native android implementation via kotlin and jetpack compose, routing between prebuilt authview/userbutton or custom api-driven flows. enforces publishable key collection and sdk initialization before any edits.

backend-testing covers unit, integration, and api testing with concrete examples for express and jest. includes test isolation patterns, mocking strategies, and auth/authorization verification. strong on setup and procedure, weaker on failure recovery guidance.

platform-metadata-retrieve covers all retrieval modes for the sf project retrieve start command, including by metadata type, manifest, package name, and source directory. structured command patterns with clear constraints and troubleshooting guidance for common failures.

dart-drift covers non-Flutter Dart persistence using Drift with SQLite and PostgreSQL backends. enforces code-generation validation, schema inspection, and backend-specific routing before implementation.

hola-poke-yeoksam guides menu, shop info, and event participation flows for the yeoksam branch via remote mcp server. covers poke varieties, location, hours, delivery radius, and raffle entry with phone number validation.

homelab-pihole-dns covers network-wide dns ad blocking via docker or bare-metal install, blocklist configuration, dns-over-https encryption, local dns records, dhcp integration, and recovery patterns for broken resolution.

build-clusters guides creation of pillar-spoke topical authority structures, with subtopic discovery, coverage scoring, interlinking strategy, and readiness metrics to establish cluster health before expecting ranking lift.

gemini-agents-api provides REST endpoints and payload structures for provisioning, configuring, and managing stateful agent containers on google cloud's enterprise platform, with support for skill registries, cloud storage mounts, and mcp servers.

quick-implement handles narrow, low-risk changes with explicit gating criteria and escalation triggers. enforces scope discipline through hard-stop rules before coding begins, then executes via four-step verification workflow.