发现 Skills

Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation.

NeMo Guardrails setup, Guardrails AI integration, prompt injection prevention, PII detection, content safety, topic control

Provides patterns for unit testing mappers and converters (MapStruct, custom mappers). Validates object transformation logic in isolation. Use when ensuring correct data transformation between DTOs and domain objects.

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

Use when you have a specification or requirements for a multi-step task, before touching code.

Create structured interview plans with competency-based questions and scorecards. Trigger with "interview plan for", "interview questions for", "how should we interview", "scorecard for", or when the user is preparing to interview candidates.

Use this skill when an agent should automate websites through a local GoLogin Orbita profile instead of a regular local browser or Gologin Cloud Browser. Covers profile warmup, login flows, cookie collection, persistent account sessions, screenshots, PDFs, and ref-based interaction through the gologin-local-agent-browser CLI. Trigger when the user mentions local GoLogin, Orbita, profile warmup, account login automation, cookie harvesting, Reddit/account routines, or reuse of an existing GoLogin profile on this machine.

Validates OpenCode configuration files for correctness and best practices

Manage and query Agent Platform RAG Engine corpora and retrieve grounded contexts using the Google GenAI SDK. Use this when listing RAG corpora or files, inspecting a corpus, retrieving contexts, or generating content grounded in a RAG corpus. Do not use it for standard database queries (use SQL/Spanner skills), Google Workspace RAG, or other RAG products like gRAG.

Use when you have a processing plan to execute with review checkpoints

Handle paired-end FASTQ files (R1/R2) using Biopython. Use when working with Illumina paired reads, synchronizing pairs, interleaving/deinterleaving, or filtering paired data.

Draft a new release. Bumps the version, generates CHANGELOG.md from git history, and creates a pull request.

Create and configure Claude Code hooks for customizing agent behavior. Use when the user wants to (1) create a new hook, (2) configure automatic formatting, logging, or notifications, (3) add file protection or custom permissions, (4) set up pre/post tool execution actions, or (5) asks about hook events like PreToolUse, PostToolUse, Notification, etc.

Content file quality audit across 8 dimensions (CC1–CC8): encoding artifacts (NBSP, mojibake, zero-width), markdown syntax (broken italics, orphan backslash), CMS migration artifacts (Joomla/WordPress/PHP), frontmatter quality, image integrity, link integrity with anchor validation, content completeness, and spelling/typography. Language-agnostic with multi-encoding mojibake detection. Companion fix skill: content-fix. Flags: [path], --live-url <url>, --quick, --content-path <dir>, --lang <code>, --check-external, --profile <type>, --persist-backlog.

You are the compliance auditor for `/legal compliance <url>`. You scan a website for compliance gaps across multiple regulatory frameworks and produce a scored compliance audit report with specific findings, evidence links, and prioritized remediation recommendations.

Cleanly create a Claude Code routine (cloud or local) correctly the first time, with Opus as the default, MCP connectors, a GitHub repository, and post-creation visual verification in the web interface.

Comprehensive test suite generation with unit tests, integration tests, edge cases, and error handling. Use when generating tests for existing code, improving coverage, or creating systematic test suites. Triggers: 'generate tests', 'add tests', 'test coverage', 'write tests for', 'create test suite'.

Expert guidance for creating modern, intuitive, and visually stunning user interfaces. Use this skill when designing or implementing frontend UIs, components, layout structures, or styling.

Use when working on the GEOTAB, WMS, or FOCALTEC Fivetran custom SDK connectors — adding a new entity/table to afalConfiguration.py, debugging a sync that skips records or truncates pages, fixing null values cast to 0 or empty string, resolving schema corruption from getschemas mutation, writing incremental or offset-based sync strategies, configuring credentials in configuration.json, or writing tests using the load_connector fixture pattern.

Use when executing implementation plans with independent tasks in the current session

Cleans up .claude/settings.local.json or settings.json by generalizing overly-specific Bash permission rules, removing hardcoded paths, ensuring Read(./**) is present, and flagging write-capable commands. Use this skill whenever the user asks to clean up, tidy, fix, or simplify their Claude Code permissions or settings file, or when settings.local.json has accumulated specific paths or one-off commands that should be generalized.

Improve and update the HIPAA audit skill by fetching authoritative regulatory sources, NIST guidance, OWASP cheat sheets, and HHS enforcement cases. Use this skill when the user wants to refresh or improve the HIPAA audit skill references, keep compliance guidance up to date, or strengthen the skill with real enforcement cases and official citations. Trigger phrases: "update the HIPAA skill", "refresh the compliance references", "improve the audit skill", "run the HIPAA skill updater".

Expert guide for building applications with Qdrant Edge — the embedded, offline-capable vector search engine for edge devices (robots, kiosks, mobile phones, IoT, home assistants). Use this skill whenever the user mentions Qdrant Edge, qdrant-edge-py, EdgeShard, on-device vector search, offline vector search, embedded vector database, edge AI, or wants to synchronize Qdrant data between a device and a server. Also trigger when the user asks about running vector search without internet connectivity, on-device semantic search, or integrating FastEmbed with Qdrant on resource-constrained devices.

Enforces C4 Architecture Model documentation standards for Black Trigram. Ensures ARCHITECTURE.md, DATA_MODEL.md, FLOWCHART.md, STATEDIAGRAM.md, MINDMAP.md, SWOT.md and their FUTURE_* variants are maintained with strategic, rule-based principles.