A skill to track progress on implementing system design patterns from the ByteByteGo gap analysis.
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →A skill to track progress on implementing system design patterns from the ByteByteGo gap analysis.
Onboard company employees (Claude Code CLI users) to use gapless-crypto-clickhouse package with ClickHouse Cloud credentials. Use when company employee needs to set up ClickHouse Cloud access, mentions first-time setup, credential configuration, connection testing, or troubleshooting ClickHouse Cloud connections.
Maintain skills wiki health - check links, naming, cross-references, and coverage
Transform rough ideas into clear, engaging writing using Gary Provost's rhythm and structure principles. Use when the user needs help writing emails, tweets, scripts, sales copy, articles, or any content where readability, flow, and digestibility matter. Ideal for entrepreneurs and content creators who want to turn ideas into professional writing without sounding robotic or over-polished. Apply when the user asks for help writing, editing for clarity, improving pacing, or making content more engaging.
Enables comprehensive Linux system diagnostics using GASP's AI-optimized monitoring output. Actively fetches metrics from hosts and provides intelligent analysis with context-aware interpretation.
Gate 1 validation: API specification quality checks
Gate 2 validation: TypeScript type generation from OpenAPI spec
Gate 3 validation: Implementation quality and type safety
Gate 4a validation: Unit test creation and nock-only enforcement
Gate 4b validation: Integration test creation and no-hardcoded-values enforcement
Gate 5 validation: Test execution and 100% pass rate requirement
Gate 6 validation: Build success and dependency locking
Verify before claiming completion.
Create gateway classes that integrate external services following Protocol interfaces, proper abstraction, and clean architecture separation of concerns.
Use when creating PRDs or PRPs to populate the Gotchas/Prior Failures section. Reads learning files from memory/learnings and matches entries based on file paths, keywords, or tags. Returns curated list suitable for PRD/PRP insertion.
Collect and classify work items at the start of a collab session. Invoked by collab skill after creating a new session.
The drum sounds. Bloodhound, Elephant, Beaver, Raccoon, Deer, Fox, and Owl gather for complete feature development. Use when building a full feature from exploration to documentation.
The drum sounds. Bee and Badger gather for complete project planning. Use when you have ideas to capture AND want them organized on the project board in one flow.
The drum sounds. Spider and Raccoon gather for complete security work. Use when implementing auth or auditing security end-to-end.
The drum sounds. Chameleon and Deer gather for complete UI work. Use when designing interfaces that must be both beautiful and accessible.
Call copy number variants using GATK best practices workflow. Supports both somatic (tumor-normal) and germline CNV detection from WGS or WES data. Use when following GATK best practices or integrating CNV calling with other GATK variant pipelines.
Wide-gamut color sampling with splittable determinism using Pigeons.jl
Design simulation worlds using SDF with ground planes, models, physics configuration, and lighting
Expert research tool for Google Calendar API implementations. PROACTIVELY use when (1) reviewing PRs adding calendar features, (2) planning new event/attendee/recurring event functionality, (3) investigating calendar API issues, (4) validating timezone handling or batch operations. Specializes in recurring events, timezone conversions, multi-calendar support, and edge case identification.
mastering-gcloud-commands
Use structured JSON logging for better queryability:
Guide for implementing Google Cloud SDK (gcloud CLI) - a command-line tool for managing Google Cloud resources. Use when installing/configuring gcloud, authenticating with Google Cloud, managing projects/configurations, deploying applications, working with Compute Engine/GKE/App Engine/Cloud Storage, scripting gcloud operations, implementing CI/CD pipelines, or troubleshooting Google Cloud deployments.
Running batch inference on Google Cloud (also known as Vertex AI)
Use when exporting BigQuery data to Cloud Storage, extracting tables to CSV, JSON, Avro, or Parquet formats, or using EXPORT DATA statements. Covers bq extract command, format options, compression, and wildcard exports.
Use when loading data into BigQuery from CSV, JSON, Avro, Parquet files, Cloud Storage, or local files. Covers bq load command, source formats, schema detection, incremental loading, and handling parsing errors.
Use when creating BigQuery tables, implementing partitioning or clustering, managing table schemas, or optimizing table structure. Covers time-based partitioning, range partitioning, clustering strategies, DDL commands, and table configuration.
GCP Cloud Functions 배포/관리
gcp-gke-cluster-setup
Read and query GCP logs for Hyperlane agents using gcloud CLI. Use when investigating relayer, validator, or scraper logs, debugging message processing, or analyzing operational issues. Provides efficient filtering and context management strategies.
Troubleshoot GCP services using tool-first access (via MCP when available), falling back to the CLI only when necessary. Focus on Firestore, Cloud Run, networking, load balancers, IAM, Pub/Sub, Cloud SQL, and Storage.
Game Design Document creation and structure. Use when no GDD exists in the project, starting a new game project, major feature requires design documentation, GDD needs updating due to changes, or preparing for prototype or production.
Analyzes worker pain points to identify missing skills and create skill proposals. Use during playtest GDD review phase when workers report repeated struggles with specific patterns, retrospective pain points indicate missing knowledge, questions about implementation approaches recur, or technical decisions are delayed due to uncertainty.
Integration with thermite-design skill for structured game design sessions. Use when user mentions thermite, design session, creative team, retreat, running GDD creation sessions, generating design artifacts, updating decision logs, simulating creative team discussions, validating against design pillars, or brainstorming new features.
Playwright-based game playtesting and design validation. Use when validating implementation against GDD, testing gameplay mechanics, capturing screenshot evidence, performing game state detection via Vision MCP, or conducting visual GDD compliance validation.
Use when debugging the Breenix kernel at assembly or C-level using GDB - investigating CPU exceptions, page faults, triple faults, examining register state during interrupt handling, stepping through boot sequence, analyzing syscall entry/exit paths, debugging context switches, or inspecting memory layout and page tables.
Conversational GDB debugging for Breenix kernel. Use for interactive debugging sessions - set breakpoints, inspect registers, examine memory, step through code, investigate crashes.
Google Drive CLI for listing, searching, uploading, downloading, and sharing files and folders.
Load GDD context for an issue (assessment + node resolution + pattern awareness)
This skill should be used when analyzing codebases, applications, databases, or systems for GDPR (General Data Protection Regulation) compliance. Use this skill when users need to audit data protection practices, identify potential compliance issues, assess data handling procedures, review privacy policies, or ensure adherence to EU data protection requirements.
Run GDUnit4 tests for Godot projects. Use after implementing features, fixing bugs, or modifying GDScript files to verify correctness.
Validate GDScript changes by refreshing Godot cache and checking diagnostics. Use after creating or editing GDScript files.
gdunit4-test-runner
Geiser REPL integration for Chicken Scheme with SplitMixTernary 3-coloring and crdt.el sexp patterns.
Gel (formerly EdgeDB) graph database schema design and querying. Use when designing Gel schemas, writing SDL, or querying with EdgeQL.
Port Ruby gems with native C extensions to Fil-C. Use when fixing gem compilation errors, VALUE/int type mismatches, rb_attr/rb_protect issues, or using ast-grep for Ruby C extensions.