发现 Skills

Build model quantization tool operations. Auto-activating skill for ML Deployment. Triggers on: "model quantization tool", "model tool", "model" Part of the ML Deployment skill category. Use when working with model quantization tool functionality. Trigger with phrases like "model quantization tool", "model tool", "model".

Execute migrate to Sentry from other error tracking tools. Use when migrating from Rollbar, Bugsnag, Raygun, or other error tracking solutions. Trigger with phrases like "migrate to sentry", "sentry migration", "switch from rollbar to sentry", "replace bugsnag with sentry".

登記・供託オンライン申請（かんたん証明書請求）で登記事項証明書を請求するスキル。 agent-browser + 1Password CLI で申請を自動化し、電子納付はheadedモードでユーザーに引き渡す。 使用タイミング: (1)「登記簿取って」「履歴事項全部証明書」と言われた時 (2)「登記ねっと」「かんたん証明書」と言われた時 (3)「登記事項証明書」「登記簿謄本」と言われた時

Configure Home Assistant Lovelace dashboards, cards, views, and themes. Use when working with dashboard YAML, card configuration, view layouts, custom cards, or frontend theming.

Review a Claude Code skill against spec/claude/skill-management/ and spec/claude/skill-vs-agent/, and emit an actionable review plan per spec/claude/review-plan/ under .audits/skill-review/<skill-name>.md. Invoke when the user asks "review this skill", "audit skills/<name>", "check whether this skill is spec-compliant", "skill review for <name>", "prüfe diesen Skill", "Skill-Review für X", "Audit von skills/<name>", or "ist dieser Skill spec-konform". Also handles closing an existing review plan once every item is addressed — "close the skill review plan for <name>", "schließe den Skill-Review-Plan". Do NOT use for agent review (use `agent-review`) or for pull-request-level review (`review` skill).

Browser session management and cookie optimization tool.

Use whenever the user wants to find, shortlist, vet, or enrich US accounting and tax firms (CPA firms) — financial-statement audit, SOC 1/2 audit, corporate tax, bookkeeping for businesses, advisory/fractional CFO, M&A diligence, 409A valuations, R&D tax credits, IPO readiness, sales-and-use tax. Triggers on "find me a CPA firm for our delaware c-corp series A audit", "shortlist three audit firms with SaaS experience", "we need a tax advisor for our M&A", or "pull contact info for these 10 accounting firm domains", even when described indirectly (audit our books, fractional CFO support, file our 1120). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip personal/consumer tax preparation (1040, individual estate, retirement planning), in-house controller/CFO hires, "how do I file my taxes" DIY questions, accounting-software comparisons (QuickBooks vs Xero), non-US firms, individual freelance bookkeepers.

Use whenever the user wants to find, shortlist, vet, or enrich US marketing agencies — including branding, content marketing, PPC/paid media, social media, email marketing, performance/demand-gen, video production, and full-service digital agencies. Triggers on requests like "shortlist three B2B branding agencies in California", "find a PPC shop with ecommerce experience", "we need a content marketing partner for a SaaS launch", or "pull contact info for these 12 agency domains", even when the need is described indirectly. Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings, and third-party listings. Skip SEO-only asks (use find-seo-agency), web/software-development asks (use find-web-developer or find-software-developer), recruiting an in-house marketing hire, "write me a marketing plan" do-the-work asks, non-US firms, individual freelancers, marketing-software-product recommendations, and consumer/personal-brand asks.

Generates a professional, comprehensive README.md for any project from its codebase or description.

Generate a custom checklist for the current feature based on user requirements.

Deduplicate and resolve entity identity across sources. Use when the same customer appears in multiple systems with different IDs, merging user records from CRM and product database, or building a unified customer identity. Triggers: 'entity resolution', 'deduplication', 'identity stitching', 'merge customer records', 'cross-source customer matching', 'fuzzy matching', 'golden record'.

IoT architecture, solutions design, and deployment patterns. Hardware selection, communication protocols, cloud platforms, security, and IoT diagram design. Use when designing IoT systems, selecting IoT hardware, planning IoT architecture, or creating IoT solution diagrams.

Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engine build, custom nvinfer bbox parser, multi-stream benchmark, and PDF report. Object detection models only.

MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.

Create and maintain comprehensive test coverage with 80%+ business logic coverage, following TDD principles and proper test organization. Use when adding or improving tests. Focus on test strategy, coverage targets, test organization, and quality gates.

Use this skill when designing API error responses, selecting HTTP status codes, implementing consistent error envelopes, handling validation or per-field errors, or aligning with RFC 9457 Problem Details. Covers status code selection (2xx–5xx), consistent error formats, patterns from Stripe/GitHub/Twilio, and request/trace ID correlation for observability and debugging.

Comment WHY code exists and non-obvious decisions, not WHAT code does (mechanics)

Try 2-3 different approaches before implementing - don't settle for first design you think of

Declare variables in smallest possible scope, initialize close to first use, minimize span and live time

Full-featured computational pathology toolkit. Use for advanced WSI analysis including multiplexed immunofluorescence (CODEX, Vectra), nucleus segmentation, tissue graph construction, and ML model training on pathology data. Supports 160+ slide formats. For simple tile extraction from H&E slides, histolab may be simpler.

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations.

This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploit SUID binaries", "Kerberoasting", "pass-the-ticket", "token impersonation", or needs guidance on post-exploitation privilege escalation for Linux or Windows systems.

Use only when the user explicitly wants to build with the Agently framework (mentions Agently/agently/OpenAICompatible/TriggerFlow/ToolExtension/ChromaCollection, or says “use Agently” / “use agently”). Deliver runnable code plus regression tests that validate schema/ensure_keys and streaming (delta/instant/streaming_parse), with optional tools (Search/Browse/MCP), TriggerFlow orchestration, a knowledge base (ChromaDB), and serviceization (SSE/WS/HTTP). Do not use this for generic streaming or testing questions that are not about Agently, nor for prompt-only writing requests without tests and structure.

Use when developing and deploying Cloudflare Workers, implementing edge computing logic, optimizing performance, and configuring global distribution. Includes Workers API, KV storage, Durable Objects, and performance optimization. Based on Cloudflare Certified Developer and edge computing best practices.