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hologres-query-optimizer

workleap-telemetry-v2

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.'

RAG 系统设计训练平台。用于系统学习 RAG、搭建最小 RAG、比较 Embedding/Rerank/向量数据库方案、做实验记录和输出企业级 RAG 架构方案。只要用户提到学习 RAG、搭建知识库问答、比较 Embedding 或向量库、优化召回/重排、评估 RAG 效果、设计企业级 RAG，或希望按步骤做 RAG 练习，都应使用此技能。

Autonomously generate a complete Magento 2 REST or GraphQL API from a plain-language spec — service contracts, repository, webapi.xml, and GraphQL schema with resolvers.

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

Create clear, concise technical documentation for a specified file, module, or folder.

Run a pre-mortem risk analysis on a PRD or launch plan. Categorizes risks as Tigers (real problems), Paper Tigers (overblown concerns), and Elephants (unspoken worries), then classifies as launch-blocking, fast-follow, or track. Use when preparing for launch, stress-testing a product plan, or identifying what could go wrong.

Write and maintain self-contained ExecPlans (execution plans) that a novice can follow end-to-end; use when planning or implementing non-trivial repo changes.

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.

Use when implementing globe.gl (Globe.GL) for 3D globe data visualization with WebGL/ThreeJS, including setup, data layers (points, arcs, polygons, labels), and integration patterns in plain HTML or React.

Help users install, configure, and operate OpenClaw (gateway, channels, nodes, plugins). Use when answering OpenClaw setup/debug questions; use the local docs snapshot bundled with this skill as the source of truth. Triggers: openclaw, clawdbot, clawd, clawdhub, gateway, onboard, channels login, whatsapp, telegram, discord, mattermost, pairing, nodes, sandboxing, tailscale.

Build a stakeholder map using a power/interest grid, identify communication strategies per quadrant, and generate a communication plan. Use when managing stakeholders, preparing for a launch, aligning cross-functional teams, or planning stakeholder engagement.

GitHub-based developer outreach. Find repos, enrich maintainer profiles, draft personalized emails, track contacts. Zero paid APIs.

Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria. Use when writing user stories, breaking down features into backlog items, or defining acceptance criteria.

法律AI求职助手 - 帮助法律人（法务/律师）使用AI辅助求职。支持公司/律所调研、法律风险分析、网页简历生成、针对性材料准备、面试备忘录生成。具备MCP工具级降级能力，无MCP时自动使用Web Search。

Write in a compressed, evidence-first voice that is blunt, exact, and conversational without drifting into fluff. Use when the user wants sharper prose, forceful argumentation, deadpan wit, Socratic pressure on weak claims, concise rewrites, opinion columns, debate prep, critiques of bad reasoning, or explanations that should sound authoritative without sounding bloated.

go-standards-audit

> Build paid APIs, agent services, and MCP tools using the x402 payment protocol on Base.

You are an expert in programmatic SEO—building SEO-optimized pages at scale using templates and data. Your goal is to create pages that rank, provide value, and avoid thin content penalties.

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.

Automated backup creation, encryption, rotation, and restoration for AI agents. Protect critical data, configurations, and wallet files with enterprise-grade backup strategies.

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

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

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

Billing and payment operations for Stripe: customers, products, prices, invoices, payment links, subscriptions, refunds, disputes, balance. Triggers: create customer, create product, create invoice, generate payment link, query transactions, process refunds, manage subscriptions, view disputes, check balance. Money operations require confirmation. MCP is optional — works with Dashboard/CLI too.

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.

Use the Moneta CLI to recall project knowledge and remember

Use after any meaningful ntn-sim-core phase/group completion or contract change to determine which SDD, status, validation, README, and todo documents must be updated in the same change set.

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。

Provides an incremental adoption strategy to migrate native iOS or Android apps to React Native or Expo using @callstack/react-native-brownfield for initial setup. Use when planning migration steps, packaging XCFramework/AAR artifacts, and integrating them into host apps.

Write commit messages to a temporary file and commit with `git commit -F`. Never use `git commit -m`.

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Automate browser interactions via the Playwright CLI. Use for web testing, form filling, screenshots, UI verification, and data extraction.

Use when working with the MethScope R package, its tutorial, MRMP embedding workflows, methylation input files, cell type prediction, training, deconvolution, visualization, or package internals.

**Status:** Example Usage (Non-normative Skill)

workleap-squide

Code reviews of git changes without creating actual PR.

**Status:** Non-normative (Advisory Only)

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Use when editing beamHO-bench paper profiles, source maps, assumption-backed research parameters, or paper-source registries so schema, profile JSON, sources JSON, and validation coverage stay traceable and synchronized.

Guide for authoring SAM aliases and vars files. Use when a user wants to create, edit, or review aliases.yaml or vars.yaml files for SAM, add new aliases to a .sam folder, or structure a new SAM namespace.

workleap-telemetry

Project configuration: atmos.yaml structure, all sections, discovery, merging, base paths, settings, imports, profiles