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• gliana-ai-mcpMCP server for GlianaAI — pay-per-call generative AI across 59 models (image, video, music, speech). No signup
• glippy-mcpGEO (Generative Engine Optimization) analysis: check any domain's AI-readiness for LLM search
• GLips/Figma-Context-MCPMCP server to provide Figma layout information to AI coding agents like Cursor
• glitch-toolkitRead-only checks that fail a guardrail which is present but has stopped refusing anything
• glitternetwork/pinmeDeploy Your Frontend in a Single Command. Claude Code Skills supported.
• glm-mcpGLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.
• glm-simulationRunning the General Lake Model (GLM) with configuration files and parameter calibration
• glob-hiddenRule matrix security fixture for glob_hidden used by security rule matrix integration tests; not intended for
• global-agent-output-and-reportingStandardize how the agent reports completed work — task understood, actions taken, files touched, architecture
• global-education-mcpUNESCO UIS and OECD Education at a Glance
• global-error-handlingYour approach to handling global error handling. Use this skill when working on files where global error handl
• global-intel-exchange-mcpReal-time sanctions screening, CVE, and company registry checks for agents.
• global-memory-mcpShared, project-aware memory for Claude Code, Codex, and other agents with human review.
• global-reviewerGlobal consistency review for survey drafts: terminology, cross-section coherence, and scope/citation hygiene.
• global-toolbar-controlsQuick global settings — currency, language, region, units — belong in a persistent, low-profile location such
• global.insurers/directorySearch the world's licensed insurers by country, class, group and regulator. Read-only, no auth.
• global.mycelium/emissions-databaseSearch company carbon emissions: scope 1, 2 and 3 figures, Mycelium Scores and rankings.
• global.rootz.cars/marketplaceAI-native used car marketplace. 145K+ vehicles, 4300+ dealers, 13 US states, 20 MCP tools.
• global.rootz.companies/companiesVerify a US company: officers, agents, motor carriers. Flags when our status disagrees with state.
• global.rootz.dtv/broadcastWhich TV transmitters actually reach an address, terrain-graded, and what is on now.
• global.rootz.food/grocerySigned US food & grocery data: Kroger prices, nutrition, allergens, recalls, diet filters.
• global.rootz.origin/filingsSEC-signed profiles for 8,000+ US public companies from EDGAR filings. Token-efficient.
• global.rootz.politics/officialsOrigin-signed US political data: 25,546 officials, bills, votes, positions with sources.
• global.rootz.private/companiesConfirm a US business is real and find who controls it. 32.6M official registry records.
• global.rootz.rental/registryAI-native Caribbean vacation-rental registry: pricing, licensing, availability, source-linked.
• global.rootz.ship/maritimeSigned global shipping & commodity data: oil, LNG, grain, sanctions, fleet, emissions.
• global.rootz.timeshare/resaleAI-native timeshare marketplace with FL DBPR + CFPB government-source data. Source-linked.
• global.signals/signals-mcp63 MCP tools for loyalty programs, rewards, and member operations with HITL approval.
• globalrules-mcpVerified country facts (VAT, holidays, visas; 114 countries). Free + paid (x402 USDC) tools.
• glongus-mcpMCP server for Glongus, an escrow-secured marketplace where AI agents trade physical goods
• glory-mcpOn-chain D&D 1v1 arena on Robinhood Chain. Register agents, pick classes, wager ETH, fight.
• glossaryExtract the project's ubiquitous language — term → definition → code symbol(s) → collision note — into a proje
• glossary-builderBuild and maintain a shared project glossary for consistent terminology.
• glossary-managementManage terminology glossary with Vale. TRIGGERS - sync terms, glossary validation, add terms, Vale vocabulary.
• glossary-page-generatorWhen the user wants to create, optimize, or audit glossary page content and structure. Also use when the user
• glossier-mcpGlossier beauty catalog search, products and prices.
• glowup-review-pipeline驅動 Glow Up 美妝評論網站的完整資料管線——從 Threads/Google/小紅書抓評論，到用 Claude Code 本身當 LLM 做語言理解標記、Python 做加權計算，產出可重現的評分 CSV。務必在
• glycoengineeringAnalyze and engineer protein glycosylation. Scan sequences for N-glycosylation sequons (N-X-S/T), predict O-gl
• glyphloopCreate loop-perfect ASCII animations and website-ready embeds with an AI agent.
• gmailGmail API integration with managed OAuth. Read, send, and manage emails, threads, labels, and drafts. Use this
• gmail-accessAccess Gmail via CLI with 1Password OAuth. Use when user wants to read emails, search inbox, export messages,
• gmail-attachments-mcpMinimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.
• gmail-automationAutomate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search t
• gmail-mcpAllow AI systems to read, send, archive, and manage emails via Gmail.
• gmail-takip-sistemiGmail'den takip bekleyen e-postaları bulup otomatik hatırlatma ve takip planı oluşturur
• gmail-to-crm-pipelineUses MCP Connectors to read Gmail inbound leads, score them by ICP fit, draft personalized responses, and log
• gmail-workspace-mcp-serverMCP server for Gmail integration with OAuth2 and service account support
• gmbh-geschaeftsfuehrerhaftungPrüfung der zivilrechtlichen Geschäftsführerhaftung gegenüber der GmbH (§ 43 GmbHG), der Außenhaftung in der K
• gmickel/flow-nextSpec-driven AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid. Zero-dep task tracking, worke
• gmtrenchor-mcpArc launch intelligence with a free published track record: first hours, deployers, open calls.
• gmx-liquidityProvide liquidity on GMX V2 — deposit into GM pools and GLV vaults, withdraw, shift between pools, and query p
• gmx-tradingTrade perpetuals and swap tokens on GMX V2 — a decentralized exchange with oracle-based pricing on Arbitrum, A
• gnomad-databasegnomAD v4 population variant frequencies via GraphQL API. Allele counts and frequencies stratified by ancestry
• gnomad-variantsQuery gnomAD (Genome Aggregation Database) for population allele frequencies, gene constraint scores, and vari
• gnome-shell-extension-local-devBuild, symlink-install, enable, debug, and package a GNOME Shell extension locally on GNOME 46–50 (Wayland-saf
• gnosis-mcpZero-config MCP server for searchable documentation. SQLite or PostgreSQL.
• gnss-gps-integrationUse when integrating a UART GNSS/GPS module (u-blox M8/M9/M10, Quectel Lxx), parsing NMEA GGA/RMC/GSA/GSV or U
• goResume execution from wherever you left off. Detects current state and runs the appropriate next command, or r
• go-architectGo application architecture with net/http 1.22+ routing, project structure patterns, graceful shutdown, and de
• go-architectureUse when laying out a new Go service, choosing an HTTP router or DB layer, or wiring dependencies. Not for con
• go-backendUse when implementing Go backend logic - covers internal package architecture, error handling, HTTP servers, s
• go-best-practicesAI Best Practices Audit Skills
• go-cliUse when implementing CLI commands with Cobra - covers root command setup, subcommand patterns, flags, output
• go-cli-developmentOfficial catalog registry for skill-hub
• go-code-reviewUse when reviewing Go code for performance, concurrency safety, security vulnerabilities, or readability issue
• go-concurrencyUse when running concurrent work or orchestrating multi-job pipelines in Go - covers goroutine patterns (WaitG
• go-concurrency-webGo concurrency patterns for high-throughput web applications including worker pools, rate limiting, race detec
• go-contextUse when working with context.Context in Go — placement in signatures, propagating cancellation and deadlines,
• go-control-flowUse when writing conditionals, loops, or switch statements in Go — including if with initialization, early ret
• go-conventionsGo conventions for this repo. TRIGGER when editing any *.go file or Connect-Go handlers.
• go-coreGo language fundamentals, concurrency, error handling, and project patterns.
• go-core-idiomsUse when writing or reviewing idiomatic sequential Go — error handling, slog logging, generics, interfaces, st
• go-data-persistenceData persistence patterns in Go covering raw SQL with sqlx/pgx, ORMs like Ent and GORM, connection pooling, mi
• go-data-structuresUse when working with Go slices, maps, or arrays — choosing between new and make, using append, declaring empt
• go-declarationsUse when declaring or initializing Go variables, constants, structs, or maps — including var vs :=, reducing s
• go-defensiveUse when hardening Go code at API boundaries — copying slices/maps, verifying interface compliance, using defe
• go-devOpinionated Go development setup with golangci-lint v2, gofumpt, gotestsum, golang-migrate, and just. Use when
• go-documentationUse when writing or reviewing documentation for Go packages, types, functions, or methods. Also use proactivel
• go-effectiveValidate Go code against Effective Go and idiomatic conventions
• go-error-handlingUse when writing Go code that returns, wraps, or handles errors — choosing between sentinel errors, custom typ
• go-expertGo 코드를 작성·리뷰·리팩터링하거나 에러 처리, 동시성, 테스트, net/http 서버, go:embed 를 다룰 때 사용한다. Go 1.22+ 기준.
• go-foundationsUse when writing, refactoring, reviewing, or testing ANY Go code. The canonical reference for Go conventions —
• go-frontendUse when implementing an embedded single-page frontend bundled into a Go binary via embed.FS - covers HTML str
• go-functional-optionsUse when designing a Go constructor or factory function with optional configuration — especially with 3+ optio
• go-functionsUse when organizing functions within a Go file, formatting function signatures, designing return values, or fo
• go-genericsUse when deciding whether to use Go generics, writing generic functions or types, choosing constraints, or pic
• go-grpcHigh-performance RPC framework with Protocol Buffers.
• go-idioms写 Go 时使用。地道 Go：错误处理、并发、接口的正确姿势。
• go-interfacesUse when defining or implementing Go interfaces, designing abstractions, creating mockable boundaries for test
• go-lintingUse when setting up linting for a Go project, configuring golangci-lint, or adding Go checks to a CI/CD pipeli
• go-loggingUse when choosing a logging approach, configuring slog, writing structured log statements, or deciding log lev
• go-masterGo expert for goroutines, channels, microservices, and concurrent patterns
• go-middlewareIdiomatic Go HTTP middleware patterns with context propagation, structured logging via slog, centralized error
• go-modeAutonomous goal execution — give a goal, get a plan, confirm, execute, report. You steer, Claude drives.
• go-namingUse when naming any Go identifier — packages, types, functions, methods, variables, constants, or receivers —
• go-packagesUse when creating Go packages, organizing imports, managing dependencies, or deciding how to structure Go code
• go-patternsGo development patterns: testing, concurrency, errors, review, and conventions.
• go-performanceUse when optimizing Go code, investigating slow performance, or writing performance-critical sections. Also us
• go-proverbsValidate Go code changes against Go Proverbs
• go-proxy-mcpGo module proxy versions.
• go-style-coreUse when working with Go formatting, line length, nesting, naked returns, semicolons, or core style principles
• go-testingUse when writing, reviewing, or improving Go test code — including table-driven tests, subtests, parallel test
• go-testing-code-reviewReviews Go test code for proper table-driven tests, assertions, and coverage patterns. Use when reviewing *_te
• go-testing-qualityUse when writing or reviewing Go tests, adding coverage, benchmarking, or profiling a Go program. Not for CI/l
• go-to-marketPlan and execute go-to-market strategy — positioning and messaging frameworks
• go-to-market-plannerPlan product launches and go-to-market strategy. Use when launching products, entering new markets, or plannin
• go-tooling-securityUse when setting up Go modules/workspaces, configuring golangci-lint v2, running govulncheck, or building a Go
• go-usecasesWrite or modify business logic in the clean-arch usecase layer (internal/usecase/*.go). Use when adding/editin
• go-webManual, opt-in skill for writing Go HTTP-server / web code. Invoke "/go-web" at the start of a server-side ses
• go-web-expertComprehensive Go web development persona enforcing zero global state, explicit error handling, input validatio
• goalOperator-grade AI agent skills for Claude Code, Cursor, Codex, and opencode.
• goal-and-briefEstablish project thesis before first code. Infer product type from domain/folder/README. Identify users, busi
• goal-completeUse when you (the model pursuing a long-horizon goal stored in sesh's substrate) believe the objective has bee
• goal-crafterCraft verifiable, tight goal prompts for AI coding agents (Claude Code /goal, Codex Automations, Pi), either f
• goal-creatorUse when creating /goal directives, reusable testable outcome-oriented success standards for agentic workflows
• goal-definerTurn a vague long-running task into six fields: Outcome, Verification, Constraints, Boundaries, Iteration Poli
• goal-driven-executionTransforms imperative instructions into declarative goals with verifiable success criteria. Enables autonomous
• goal-engineerUse when the user wants to AUTHOR an unattended dispatch for either: (1) a goal-driven evaluator-optimizer loo
• goal-filterLock ONE primary marketing goal per brand, then judge any idea, draft, campaign, or plan against it — ON GOAL,
• goal-framingUse when the user explicitly sets an Aegis goal with /aegis-goal, Aegis goal:, or asks to define goal, success
• goal-lockAgent Discipline Engine — lock the goal, run PLAN→DO→VERIFY→FINALIZE→OUTPUT loop, detect success masquerading.
• goal-loopRuns a durable inspect/plan, implement, verify, and fresh-review loop toward an explicit repository goal. Pres
• goal-managerUse when the user asks to set a goal, track progress across sessions, check goal drift, review long-term objec
• goal-plannerA curated open-source library of reusable SKILL.md files for Claude. Learn, use, and build powerful AI skills
• goal-promptTurn a task, plan, or feature request into a ready-to-paste Claude Code /goal command — a single completion co
• goal-setterDraft, audit, or activate a compact /goal when the user asks for a persistent objective or wants Codex to work
• goal-settingHelp define clear, actionable goals using proven frameworks
• goal-setting-okrsHelp users establish high-impact goals that bridge the gap between abstract company vision and daily execution
• goal-specTurn a rough task into a launch-ready /goal brief — a verifiable spec with context-access, a verification plan
• goal-to-doneSteward one substantial goal from a rough request to verified completion - clarify consequential decisions, co
• goal-to-gameGenerates polished, fully playable 3D game prototypes in Unity or three.js, with high quality (.glb) meshes ge
• goal-to-prototypeTransform a high-level goal into a validated prototype with market research, multi-angle analysis, and iterati
• goal-trackerTrack and manage health goals with SMART criteria, progress metrics, and habit formation. Use when user sets h
• goalkeeperAutonomous build/audit/verify loop that runs until a machine-checkable done-contract passes, with deterministi
• goalsCompatibility alias — renamed to fitness.
• goals-and-kpisSet social media goals and KPIs — measurable targets and north-star metrics that aren't vanity numbers. Use wh
• goaltreeA multi-parent goal graph where value propagates, so what more things depend on ranks higher
• goatGOAT (Great Onchain Agent Toolkit) — 200+ protocol integrations across 30+ chains. Tool creation, framework ad
• goatcounter-mcpGoatCounter stats: totals, hits, breakdowns.
• gocardless-webhooksReceive and verify GoCardless webhooks. Use when setting up GoCardless webhook handlers, debugging Webhook-Sig
• gocd-mcpMCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output.
• gocreative-wedge-mcpOFAC/PEP sanctions screening, KYB, company & people enrichment tools for AI agents. Free demos.
• god-prompt-mcpGodPrompt MCP server + portable Agent Skill for coding agents — TDD, debugging, verification gates, task routi
• godauditsAudit an existing codebase end to end and emit validated machine state plus a standalone remediation report. g
• godomasterGodoMaster — Godot 4.x game development intelligence: GDScript, nodes/scenes, 2D/3D rendering, physics, animat
• godot-2d-movementImplement 2D kinematic character movement in Godot 4.7 with CharacterBody2D and move_and_slide(): platformer r
• godot-3d-essentialsSet up a Godot 4.7 3D scene: Node3D transforms, Camera3D, lighting (DirectionalLight3D/OmniLight3D), WorldEnvi
• godot-animationAnimate in Godot 4.7 three ways: AnimationPlayer for keyframed clips (incl. call and signal tracks), Animation
• godot-audioPlay and mix audio in Godot 4.7: AudioStreamPlayer (2D/3D variants), audio buses with volume/mute and effects,
• godot-csharpUse C#/.NET in Godot 4.7: partial classes extending nodes, the PascalCase lifecycle (_Ready/_Process/_PhysicsP
• godot-exportGodot-specific Blender export favoring GLTF/GLB with correct scale, materials, animation clips, and collision
• godot-gdscript写 Godot（GDScript/C#）时使用。节点树、signal、场景、性能规范。
• godot-gdscript-patternsMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when buildin
• godot-gut-mcpServidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA
• godot-mcp-bridgeMCP server for Godot game engine integration — control the Godot editor with AI
• godot-mcp-enhancedEnhanced Godot 4.5-4.7 MCP: headless+editor+bridge, secure GDScript sandbox, closed-loop AI dev.
• godot-mcp-runtimeZero-addon MCP server for Godot 4: agents edit, run, and play-test the game.
• godot-mcp-serverMCP server for Godot game engine integration
• godot-mcp-uvxPure-Python FastMCP server for Godot 4 — 28 headless & animation tools. Runs via uvx.
• godot-multiplayerBuild networked games with Godot 4.7 high-level multiplayer: set up an ENetMultiplayerPeer server/client, defi
• godot-nodes-scenesStructure a Godot 4.7 project with the scene tree and node composition: build reusable scenes, instance Packed
• godot-performance-optimizerGodot 性能优化与适配专家，支持自然语言描述自动完成分辨率适配、性能分析、内存优化、帧率提升等优化工作
• godot-physicsUse Godot 4.7 physics bodies and detection in 2D and 3D: RigidBody, StaticBody, Area, and CharacterBody; colli
• godot-resourcesDesign data-driven Godot 4.7 games with custom Resource classes: define typed data with class_name + @export,
• godot-shadersWrite Godot 4.7 shaders in the Godot Shading Language: canvas_item shaders for 2D and spatial shaders for 3D,
• godot-signals-groupsBuild event-driven, decoupled Godot 4.7 gameplay with signals and node groups: declare and emit custom signals
• godot-tilemapBuild and edit tile-based 2D levels in Godot 4.7 with TileMapLayer and TileSet: paint layers, set up collision
• godot-ui-controlBuild Godot 4.7 user interfaces with Control nodes: anchors and offsets for responsive layout, Container nodes
• godotlens-mcpMCP server giving AI agents Godot's own view of a GDScript project: navigation, diagnostics, engine API, and s
• gods-eye-geospatial-mcpGods Eye Geospatial MCP Server by MEOK AI Labs
• goes-mcpGOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA
• goframe-v2GoFrame v2 development skill. Use only when the target Go project uses or is explicitly adopting GoFrame v2: t
• gogGoogle Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
• gog-calendargog CLI で Google Calendar の予定を確認し、認証・TTY・keyring の問題を切り分ける手順。ユーザーが「今日の予定を確認したい」「gog でカレンダーを見たい」「calendar event
• gog-mcpGOG game store product details. No key required.
• gogcli-mcpGoogle Sheets (and more) for Claude via gogcli — read, write, and manage spreadsheets
• gogcli-mcp-classroomGoogle Classroom via gogcli for Claude — courses, assignments, submissions, grading
• gogcli-mcp-docsExtended Google Docs for Claude via gogcli — auth + full Docs and comments support
• gogcli-mcp-driveGoogle Drive via gogcli for Claude — search, upload, download, permissions
• gogcli-mcp-sheetsExtended Google Sheets for Claude via gogcli — auth + full Sheets support
• gogcli-mcp-slidesGoogle Slides via gogcli for Claude — deck and slide authoring
• gogopowermanagerOrchestrates and ships a milestone, release, issue set, or multi-workstream engineering goal through one manag
• gohumanize-open-humanizer-mcpRewrite AI-styled text into natural writing with a fine-tune model.
• going-viralThe strategy layer for making short-form video actually go viral — pick the goal, manufacture the emotion that
• gokulkrishh-code-reviewReviews code for security (OWASP), performance, accessibility, and quality. Outputs findings by severity (Crit
• gokulkrishh-commitGenerates a conventional commit (feat/fix/refactor/docs/chore) with a clear, lowercase message based on staged
• gokulkrishh-planIterative deep planning with critiques and alternatives. Use when facing complex design decisions, architectur
• gokulkrishh-teachyou are a wise and incredibly effective teacher. your goal is to make sure the human deeply understands the se
• golang-benchmarkGolang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchm
• golang-cliGolang CLI application development. Use when building, modifying, or reviewing a Go CLI tool — especially for
• golang-cli-reviewComprehensive code review for Golang CLI applications. Produces an actionable checklist covering error handlin
• golang-code-styleGolang code style conventions — line length and breaking, variable declarations, control flow clarity, when co
• golang-concurrencyGolang concurrency patterns. Use when writing or reviewing concurrent Go code involving goroutines, channels,
• golang-contextIdiomatic context.Context usage in Golang — propagation through API boundaries, cancellation, timeouts and dea
• golang-continuous-integrationCI/CD pipeline configuration using GitHub Actions for Golang projects — testing, linting, SAST, security scann
• golang-data-structuresGolang data structures — slices (internals, capacity growth, preallocation, slices package), maps (internals,
• golang-databaseComprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transac
• golang-dependency-injectionComprehensive guide for dependency injection (DI) in Golang. Covers why DI matters (testability, loose couplin
• golang-dependency-managementDependency management strategies for Golang projects — go.mod management, installing/upgrading packages, Minim
• golang-design-patternsIdiomatic Golang design patterns — functional options, constructors, error flow and cascading, resource manage
• golang-devGo 开发规范与最佳实践，涵盖项目结构、错误处理、并发模式、接口设计、Web 框架、单元测试
• golang-documentationComprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELO
• golang-error-handlingIdiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, s
• golang-google-wireCompile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind (interface→
• golang-goplsGolang semantic code intelligence via `gopls`, the official Go language server — go-to-definition, find refere
• golang-graphqlImplements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing s
• golang-grpcProvides gRPC usage guidelines, protobuf organization, and production-ready patterns for Golang microservices.
• golang-how-toGolang skills orchestrator — always active on any Golang coding, review, debug, or setup task. Reads the task
• golang-idiomsIdiomatic Go patterns for error handling, interfaces, concurrency, testing, and module management
• golang-lintLinting best practices and golangci-lint configuration for Golang projects — running linters, configuring .gol
• golang-modernizeModernize Golang code to use recent language features, standard library improvements, and idiomatic patterns.
• golang-namingGo (Golang) naming conventions — covers packages, constructors, structs, interfaces, constants, enums, errors,
• golang-observabilityGolang everyday observability — the always-on signals in production. Covers structured logging with slog, Prom
• golang-patternsIdiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go app
• golang-performanceGolang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation re
• golang-pkg-go-devGolang package and module documentation and exploration via `godig`, a pkg.go.dev API client (CLI + MCP server
• golang-popular-librariesRecommends production-ready Golang libraries and frameworks. Apply when the user explicitly asks for library s
• golang-proImplements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or
• golang-project-layoutProvides a guide for setting up Golang project layouts and workspaces. Use when starting a new Go project, org
• golang-refactoringGolang refactoring — the safe, at-scale process for restructuring existing Go code: a coverage-adaptive safety
• golang-safetyDefensive Golang coding to prevent panics, silent data corruption, and subtle runtime bugs. Use when encounter
• golang-samber-doDependency injection in Golang using samber/do — service containers, lifecycle management, scopes, health chec
• golang-samber-hotIn-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC,
• golang-samber-loFunctional programming helpers for Golang using samber/lo — 500+ type-safe generic functions for slices, maps,
• golang-samber-moMonadic types for Golang using samber/mo — Option, Result, Either, Future, IO, Task, and State types for type-
• golang-samber-oopsStructured error handling in Golang with samber/oops — error builders, stack traces, error codes, error contex
• golang-samber-roReactive streams and event-driven programming in Golang using samber/ro — ReactiveX implementation with 150+ t
• golang-samber-slogStructured logging extensions for Golang using samber/slog-**** packages — multi-handler pipelines (slog-multi
• golang-securitySecurity best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptog
• golang-spf13-cobraGolang CLI command tree library using spf13/cobra — cobra.Command, RunE vs Run, PersistentPreRunE hook chain,
• golang-spf13-viperGolang configuration library using spf13/viper — layered precedence (flag > env > file > KV > default), BindPF
• golang-stay-updatedProvides resources to stay updated with Golang news, communities and people to follow. Use when seeking Go lea
• golang-stretchr-testifyComprehensive guide to stretchr/testify for Golang testing. Covers assert, require, mock, and suite packages i
• golang-structs-interfacesGolang struct and interface design patterns — composition, embedding, type assertions, type switches, interfac
• golang-swaggerGolang OpenAPI/Swagger documentation with swaggo/swag — annotation comments (@Summary, @Param, @Success, @Rout
• golang-testingGo testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TD
• golang-troubleshootingTroubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes
• golang-uber-digImplements dependency injection in Golang using uber-go/dig — reflection-based container, Provide/Invoke, dig.
• golang-uber-fxGolang application framework using uber-go/fx — fx.New, fx.Provide, fx.Invoke, fx.Module, fx.Lifecycle hooks,
• golang-webModern Go Web application architecture guide. Use when creating new Go web projects, APIs, or microservices. C
• golbin-prdCreate or update a lean, user-centered living Product Requirements Document through repeated drafting and subt
• golbin-review-implementationReview implementation against provided markdown requirements, specs, PRDs, or phase docs; optionally apply foc
• gold-mcpMCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, SMC, risk).
• gold-prices-mcpGold and metal prices from gold-api.com (merged).
• gold-standardWorld-class completeness audit — score a project's rules/standards/features against best-in-class exemplars, n
• goldbean-mcpGoldBean MCP Server v2 — Stateless, Edge-Ready. 48 Baidu AI tools (OCR/NLP/Vision/Speech/Translation/Face/Body
• golden-chatUse when testing the golden_chat golden build
• golden-chat-emptyUse when testing the golden_chat_empty golden build
• golden-chat-singleUse when testing the golden_chat_single golden build
• golden-chat-topicsUse when testing the golden_chat_topics golden build