All Skills

AWS Step Functions workflow orchestration with state machines. Use when designing workflows, implementing error handling, configuring parallel execution, integrating with AWS services, or debugging executions.

Task and project management in .claude/global-project/. Handles task lifecycle, status tracking, and optional S3 sync.

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> --- name: develop-spike-summary description: Documents the results of a time-boxed technical or design exploration (spike). Use after completing a spike to capture learnings, findings, and recommendations for the team.

Fixes tasks in To Rework and returns them to To Review. Applies reviewer feedback only for the selected task.

Use when completing implementation, fixing bugs, refactoring code, or any time you need to verify the test suite passes. Also use when tests fail and you hear "pre-existing" or "not my changes" — enforces strict code ownership.

Find untested areas across the codebase and fill coverage gaps. Run weekly or when the test suite feels stale.

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> --- name: foundation-persona description: Generates an evidence-calibrated product or marketing persona using the canonical v2.5 output contract. Use when shaping artifact perspective, stress-testing decisions, or fram

Automate Cdr Platform tasks via Rube MCP (Composio). Always search tools first for current schemas.

Executes Story Finalizer test tasks (label "tests") from Todo -> To Review. Enforces risk-based limits and priority.

Generate Architecture Decision Records that capture the reasoning behind technical decisions. Use when the user asks to "create an ADR", "document a decision", "record why we chose X", or discusses architectural trade-offs worth preserving.

Complete GitHub integration for repository management, issues, PRs, releases, and GitHub API operations

监控与告警

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> --- name: define-problem-statement description: Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or co

Manage Conductor tracks, phases, and tasks. Use when working with track status, updating task markers, or navigating between tracks. Enforces the Evaluate-Loop workflow.

SQL 优化与调优

Kubernetes Cluster Triage & Diagnostics — instant AI-powered incident triage via kubectl

Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when mapping the customer experience, identifying friction points, improving onboarding, or visualizing the user journey.

Create professional PDF reports with text, tables, and embedded images using reportlab. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).

MySQL 数据库管理与运维

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.

Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices

Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.

Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend requirements', 'what data do I need', 'API requirements', or is describing data needs for a UI.

Design and UX guidelines for Wednesday Solutions projects. Covers visual design tokens, animation patterns, component standards, accessibility, and user experience best practices for React/Next.js applications. ENFORCES use of approved component libraries only.