A decision matrix is a structured tool for comparing multiple alternatives against weighted criteria to make transparent, defensible choices. It forces explicit trade-off analysis by scoring each opti
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 decision matrix is a structured tool for comparing multiple alternatives against weighted criteria to make transparent, defensible choices. It forces explicit trade-off analysis by scoring each opti
Create or update an audit of recent decisions for quality
Create or update a structured decision record
Facilitate data-driven technical decisions using embedded decision matrices and trade-off analysis. Use when relevant to the task.
Git-powered state awareness - track file changes, session context, decisions, and work history. Query what happened in previous sessions and during current session. Auto-activates for state queries and before duplicating work.
Strategic decision-making for CFN Loop progression with robust parsing. Use when evaluating validator consensus and determining PROCEED/ITERATE/ABORT outcomes.
Use after writing-plans to decompose monolithic plan into individual task files and identify tasks that can run in parallel (up to 2 subagents simultaneously)
Investiga documentación oficial y valida soluciones en internet antes de implementar.
Deep learning-based variant calling with Google DeepVariant. Provides high accuracy for germline SNPs and indels from Illumina, PacBio, and ONT data. Use when calling variants with DeepVariant deep learning caller.
Delete files from knowledge base with directory governance. Use when user wants to remove or delete content. Reads RULE.md to check deletion permissions and handles dependencies.
container-use環境（コンテナ、ファイル、メタデータ）を完全に削除する手順
Use when investigating inbox placement, reputation, and compliance signals
Delta Sharing configuration, monitoring, and recipient management for secure cross-organization data sharing.
Analyze project dependencies for security vulnerabilities, outdated
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Map, track, and manage project dependencies across teams, systems, and organizations. Identify critical path items and prevent blocking issues through proactive dependency management.
Health checks, metrics, alerting ve rollback stratejileri.
deploy-service
Set up progressive canary deployments on GCP Cloud Run with traffic splitting, monitoring alerts, and automated rollback.
Production deployment configurations for elizaOS agents with Docker, monitoring, and scaling.
Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
Azure Deployment Stacks GA 2025 features for unified resource management, deny settings, and lifecycle management
Deployment Strategy Agent. Feature Flag, Canary/Blue-Green 배포, 롤백 전략을 담당합니다. 안전한 배포와 점진적 롤아웃을 관리합니다.
**Purpose**: Systematically validate the application is ready for production deployment, catching common "works locally, fails on Render" issues BEFORE they happen.
deployment-verification
Auto-activates when synthesizing outputs from multiple parallel sub-agents
Analyze git changes to determine release scope (marketplace/plugin/variants)
detection
Browser automation that maintains page state across script executions. Write small, focused scripts to accomplish tasks incrementally. Once you've proven out part of a workflow and there is repeated w
Package and dependency management patterns across ecosystems (npm, pip, cargo, maven). Covers lockfiles, semantic versioning, dependency security scanning, update strategies, monorepo workspaces, transitive dependencies, and avoiding dependency hell.
Run isolated mux desktop (Electron) instances (temp MUX_ROOT + free ports)
ring:dev-devops
Standardized development environment configuration including tools, IDE settings, and automation for consistent developer experience.
Sprites, sprite sheets, texture atlases, and object pooling for Phaser
Development Philosophy & Standards. Use it everytime you plan or implement any code.
- User asks to set up a DevContainer or development environment
执行单个开发任务的工作流指导，采用自顶向下开发模式和分层 TDD。
<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
IDE setup, dev containers, and local development tools
Development Workflow Orchestrator
Handle unexpected work during execution. Use when encountering bugs, missing features, blockers, or architectural changes while executing a plan. Not for initial planning or non-execution contexts.
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Apply modern DevOps practices for deployment automation, container orchestration, and infrastructure management across multi-cloud environments (Azure, AWS, GCP). This skill encompasses containerizati
This skill should be used when the GM needs to look up Daggerheart rules, reference what the SRD says, find official rules, get exact wording, check RAW (rules as written), verify rules references, or understand how mechanics work in Daggerheart. Provides authoritative rule clarification from the Daggerheart System Reference Document 1.0.
Assess whether a problem is sufficiently well-framed to proceed with implementation. This is a foundational checkpoint that validates understanding before committing to a solution approach.
Create STR (Strategy) documents that capture rationale, decisions, and business justification.
didactic-notes
Run the digital twin sync loop to synchronize real-world signals with a digital model. Use when updating digital twins, detecting drift, managing real-time state synchronization, or maintaining model-reality alignment.
DiscoPy Operads Skill