Use when editing beamHO-bench observer-sky satellite rendering, composition, camera framing, display selection, continuity, or screen-space acceptance so frontend changes stay aligned with visual-acceptance rules instead of proxy metrics alone.

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Create beautiful audio plug-ins using the D language. Process audio files using existing VST2 plugins. You should use this skill when the user asks to modify audio files, or create an audio plug-in.

Autonomously diagnose Magento 2 message queue problems — backlog growth, stuck consumers, broker connectivity, DLQ overflow — and scaffold new queues (communication, topology, consumer, publisher) from a specification. Produces an AMQP Report with root cause and fix.

go-code-review

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Guidelines and instructions for developing the Z8 runtime. Includes coding standards, build processes, and testing workflows.

Self-improving agent architecture using ChromaDB for continuous learning, self-evaluation, and improvement storage. Agents maintain separate memory collections for learned patterns, performance metrics, and self-assessments without modifying their static .md configuration.

Manage Workers/KV/R2/D1/Hyperdrive via Cloudflare MCP, perform observability/build troubleshooting/audit/container sandbox operations. Triggers: worker/KV/R2/D1/logs/build/deploy/screenshot/audit/sandbox. Three permission tiers: Diagnose (read-only), Change (write requires confirmation), Super Admin (isolated environment). Write operations must follow read-first, user confirmation, post-execution verification.

Opinionated constraints for building better interfaces with agents.

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Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.

Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.

Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.

Use when needing to programmatically invoke a CLI coding agent (Claude Code, OpenCode) from Python, delegate work to a sub-agent, or orchestrate multiple agents. Covers AgentShell instantiation, prompt execution, response streaming, session resumption, tool scoping, and cost tracking.

workleap-logging

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hologres-query-optimizer

Design patterns: stack organization, component catalogs, inheritance, configuration composition, version management, layered configuration

Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.

'Use this when: (1) Creating a new project-specific skill to document project patterns, (2) Improving or updating an existing project skill, (3) Writing skill descriptions that will trigger other agents, (4) Organizing skill content for progressive disclosure, or (5) Learning what project-specific skills exist in .claude/skills/. Ensures skills follow project conventions and provide effective progressive disclosure.'

A multi-stage validation pipeline that turns unreliable LLM code generation into reliable, compilable code.

Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes). Use when writing release notes, creating changelogs, announcing product updates, or summarizing what shipped.

Create a layered CSS progressive blur (top or bottom) using multiple backdrop-filter masks for depth and softness. Use when asked for “progressive blur”, “gradient blur overlay”, or stepped blur masks that fade from an edge of the viewport.

Autonomously diagnose Magento 2 indexer issues, fix invalid or stuck indexers, and scaffold custom indexers from a spec — reads indexer state, mview changelog, and DB schema to produce a concrete fix or implementation plan.

Improve skills and workflows by analyzing run artifacts and execution logs (events.jsonl/state.json) under runs/ (or OpenSpec changes/). Use when you want to iterate on skills based on real runs: find failure modes, bottlenecks, unclear prompts, missing I/O contracts, and propose concrete edits.

Run accessibility and visual design review

Introspection & Querying: describe/list commands, config filtering, workspace introspection, dependency graphs, YQ integration

Autonomously diagnose Magento 2 cache issues — FPC bypass, Redis pressure, stale blocks, and invalidation failures — and scaffold custom cache types. Produces a Cache Report with root cause and fix.

Autonomously diagnose Magento 2 bugs from a symptom or error — reads logs, checks system state, identifies root cause, and produces a concrete fix plan.

Database operations for Supabase: query/write/migration/logs/type generation. Triggers: query/statistics/export/insert/update/delete/fix/backfill/migrate/logs/alerts/type generation. Does not trigger for: pure architecture discussion or code planning. Write operations require confirmation; UPDATE/DELETE without WHERE is refused. MCP is optional — works with CLI/Console too.

Create or refactor Ship Faster-style skills (SKILL.md + references/ + scripts/). Use when adding a new skill, tightening trigger descriptions, splitting long docs into references, defining artifact-first I/O contracts, or packaging/validating a skill.

Conduct structured implementation postmortems to gather feedback on architecture conformance, library friction, and tooling effectiveness. Use when reviewing completed implementations, PRs, or development phases to surface design gaps, boundary violations, and improvement opportunities. Triggers on requests for code review feedback, implementation retrospectives, architecture audits, or library/tooling evaluations.

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go-test-coverage

Store backends: AWS SSM, Azure Key Vault, Google Secret Manager, Redis, Artifactory configuration, hooks integration, cross-component data sharing

Skill for ALL joke requests

Connect your local machine to a Kubernetes cluster for local development with Signadot — local connect, proxy, traffic override, and traffic recording/inspection. Use when a developer wants to run services locally that participate in cluster traffic, or record/inspect sandbox traffic.

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Autonomously review Magento 2 module code against coding standards, architectural rules, and security requirements. Produces a severity-rated findings report.

**Purpose:** Execute multi-step workflows in a single transaction.

Use when deciding the next sparse-ir-rs release version or checking whether a change set should be patch, minor, or major under Semantic Versioning

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GH CLI workflow: (1) snapshot zmian z PR/brancha, (2) review PR z mapą ryzyk bez publikowania komentarzy, (3) inteligentny port zmian na inny branch (bez cherry-pick jako default).

Comprehensive guide for creating high-quality specialized agents following v2 architecture patterns. Use this skill when users need to design and implement new agents, understand agent architecture, or learn best practices for agent creation.

Writing mirror. Run terminal commands to launch, then reflect.

Use the Moneta CLI to recall project knowledge and remember

Evaluate cross-framework parity for generated components and accessibility metadata. Use when emitter behavior changes or parity regressions are suspected.

将法条/规范文件（.txt/.docx/.pdf）转为 Markdown。适用于用户要求“法条转 markdown”“pdf/docx 转 markdown”。处理 .pdf/.docx 时先检查是否已安装 mineru-ocr skill；未安装先引导安装，安装后优先用 mineru-ocr；仅在用户明确同意时再用本地回退方案。