DeFi

MCPのリソース指向API設計パターンを提供。URIスキーム設計、リソースモデル定義、プロバイダー実装、キャッシュ戦略、リソース変換パターンを網羅する。Anchors:• RESTful Web APIs (Leonard Richardson) / 適用: リソース設計・URI設計 / 目的: REST原則の適用• MCP Resource Protocol / 適用: リソースプロバイダー実装 / 目的: MCP仕様準拠Trigger:Use when designing MCP resources, implementing resource providers, or defining URI schemes.MCP resource, resource provider, URI scheme, リソース定義, リソースモデル, API設計

SLO（Service Level Objective）とSLI（Service Level Indicator）の設計、エラーバジェット管理、信頼性目標の策定を支援するスキル。Googleの SRE プラクティスに基づき、適切な信頼性目標を設計する。Anchors:• Site Reliability Engineering (Google) / 適用: SLO/SLI設計原則 / 目的: 信頼性目標の最適化• The Site Reliability Workbook (Google) / 適用: 実践的なSLO実装 / 目的: 運用可能なSLO設計• Implementing Service Level Objectives (Hidalgo) / 適用: SLO成熟度モデル / 目的: 段階的導入Trigger:Use when designing SLOs, defining SLIs, calculating error budgets, or establishing reliability targets.SLO design, SLI definition, error budget, reliability target, service level objective

This skill identifies the locations of known transcription factor (TF) binding motifs within genomic regions such as ChIP-seq or ATAC-seq peaks. It utilizes HOMER to search for specific sequence motifs defined by position-specific scoring matrices (PSSMs) from known motif databases. Use this skill when you need to detect the presence and precise genomic coordinates of known TF binding motifs within experimentally defined regions such as ChIP-seq or ATAC-seq peaks.

This skill creates Ansible playbooks for automating configuration management tasks. It generates production-ready, multi-platform playbooks based on user-defined requirements, incorporating best practices and a security-first approach. Use this skill when you need to automate server configurations, software deployments, or infrastructure management using Ansible. Trigger this skill by requesting "Ansible playbook," specifying configuration details, or asking for automation of a particular setup.

Package language-specific subsets of claudefiles

マルチエージェントシステム設計を専門とするスキル。複数のエージェント間の効果的な協調、ハンドオフプロトコルの設計、情報受け渡しメカニズムにより、スケーラブルで保守性の高い分散システムを構築する。Anchors:• Building Microservices (Sam Newman) / 適用: サービス間の協調設計 / 目的: 疎結合で信頼性の高いエージェント連携• Patterns of Enterprise Application Architecture (Martin Fowler) / 適用: ハンドオフパターン / 目的: 明確なプロトコル設計• Working Effectively with Legacy Code (Michael Feathers) / 適用: 既存システムとの統合 / 目的: 段階的なエージェント導入Trigger:Use when designing multi-agent collaboration, defining handoff protocols, optimizing inter-agent communication, or managing agent dependencies.multi-agent, agent collaboration, handoff protocol, delegation, chaining, parallel agents, feedback loop, orchestration

カール・ウィーガーズの要求工学とIEEE 830に基づき、ステークホルダーニーズを抽出し、検証可能な要件に落とし込むための体系的なスキル。スコープ定義、要件抽出、仕様化、品質検証、合意形成までの一貫プロセスを提供する。Anchors:• 『Software Requirements』（Karl Wiegers） / 適用: 要件工学 / 目的: 品質要件の明確化• IEEE 830 / 適用: 要件仕様の構造 / 目的: 一貫したドキュメント化• ISO/IEC 25010 / 適用: 非機能要件分類 / 目的: 品質特性の網羅Trigger:Use when defining system requirements, eliciting stakeholder needs, validating requirement quality, or drafting requirements documents.

Define effect types used by morphisms. Creates the effect algebra includingIO, error types, state, and reader effects. Use when: defining error types,specifying effect semantics, building the monad foundation.

Pipeline contract enforcement for ZINC-Fusion-V15 soybean oil forecasting system. Use when working on any ZINC-Fusion-V15 task involving schema definitions, training pipelines, L0 specialists, data ingestion, MLflow/Dagster configuration, or debugging contract drift. Triggers on mentions of fusion.db, specialist models, horizon encoding, quantile outputs, OOF predictions, or any ZINC-Fusion development work.

Use when implementing Language Server Protocol features - diagnostics, completions, hover, go-to-definition, and editor integration

Create and manage high-quality custom instruction files for GitHub Copilot. Use when you need to define new project-specific guidelines, workflows, or coding standards in the instructions/ directory.

This skill should be used when creating or updating PROJECT.md files, planning sprints, defining project goals, or managing project scope. It provides templates and best practices for PROJECT.md-first development.

Formalize domain as a category. Defines objects, morphisms, composition,identity, and laws from spec artifacts. Use when: building categorystructure, formalizing domain, preparing for verification.

Analyzes iron condor credit spreads with OTM put and call spreads for range-bound trading. Requires numpy>=1.24.0, pandas>=2.0.0, matplotlib>=3.7.0, scipy>=1.10.0. Use when expecting sideways price action, want to collect premium in high IV, analyzing range-bound opportunities, or implementing neutral income strategies on stocks with defined trading ranges.

Enforces functional TypeScript patterns with Effect ecosystem. Use when (1) writing TypeScript functions or modules, (2) defining types or schemas, (3) handling errors or async operations, (4) structuring files with section separators, or (5) creating factories, dispatch tables, or Effect pipelines.

Enforce governance, approvals, and safety boundaries for autonomous actions; use when asked to define or apply guardrails.

Defines unit testing standards for the Sigil project. Applies when writing tests, reviewing test code, creating fixtures or mocks, or answering questions about testing conventions. Covers test structure, fixtures, mocks, assertions, table tests, and type safety in tests.

Enforces Head Shakers database schema conventions when creating or modifying Drizzle ORM table definitions, including constraints, indexes, relations, and column patterns. This skill should be used proactively whenever working with schema files to ensure consistent schema design for PostgreSQL with Neon serverless.

[Code Quality] Establishes test coverage requirements before refactoring. Use to identify missing tests, create minimal safety net tests, and define verification strategy for behavior preservation.

Manifest schema definitions for all LeanOS artifacts. Reference skill forvalidating manifest structure, understanding artifact formats, checkingcross-references. Use when: validating outputs, debugging schema issues,understanding data flow between skills.