发现 Skills

Use when the user wants to "model a problem", "translate to math", "formalize a problem", "mathematical modeling", "how to model this", "set up the math", "define the problem", "what kind of problem is this", or discusses translating real-world problems into formal mathematical structures. Covers any computational domain — discrete, continuous, statistical, or hybrid.

Use when writing or reviewing tests for Python behavior, contracts, async lifecycles, or reliability paths. Also use when tests are flaky, coupled to implementation details, missing regression coverage, slow to run, or when unclear what tests a change needs.

Build type-safe LLM applications with DSPy.rb — Ruby's programmatic prompt framework with signatures, modules, agents, and optimization. Use it when implementing predictable AI features, creating LLM signatures and modules, configuring language model providers, building agent systems with tools, optimizing prompts, or testing LLM-powered functionality in Ruby applications.

Use when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. Crafts compelling headlines, writes professional summaries, integrates healthcare keywords, and builds personal branding for medical careers.

Merge a feature worktree branch back to a target branch with optional push/PR creation and worktree cleanup. Use with /core-merge or /core-merge [feature-name]. Detects worktree state, offers squash/no-ff/PR-flow strategies, handles cleanup.

Comprehensive guide for implementing animations in Flutter. Use when adding motion and visual effects to Flutter apps: implicit animations (AnimatedContainer, AnimatedOpacity, TweenAnimationBuilder), explicit animations (AnimationController, Tween, AnimatedWidget/AnimatedBuilder), hero animations (shared element transitions), staggered animations (sequential/overlapping), and physics-based animations. Includes workflow for choosing the right animation type, implementation patterns, and best practices for performance and user experience.

Expert-level Home Assistant configuration management with efficient deployment workflows (Git and rapid SCP iteration), remote CLI access via SSH and hass-cli, automation verification protocols, log analysis, reload vs restart optimization, and comprehensive Lovelace dashboard management for tablet-optimized UIs. Includes template patterns, card types, debugging strategies, and real-world examples.

Handle cross-platform compatibility including file paths, environment detection, platform-specific dependencies, and testing across Windows, macOS, and Linux. Use when dealing with platform-specific code or OS compatibility.

API integration patterns for autonomous-dev including subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools.

Comprehensive toolkit for generating, validating, and managing Kubernetes YAML resources. Use this skill when creating Kubernetes manifests (Deployments, Services, ConfigMaps, StatefulSets, etc.), working with Custom Resource Definitions (CRDs), or generating production-ready K8s configurations.

Comprehensive toolkit for validating, linting, and testing Kubernetes YAML resources. Use this skill when validating Kubernetes manifests, debugging YAML syntax errors, performing dry-run tests on clusters, or working with Custom Resource Definitions (CRDs) that require documentation lookup.

Generate LogQL queries, log stream selectors, metric queries, and alerting rules for Grafana Loki.

Use when given a multi-point, compound, or ambiguous user prompt that contains multiple tasks, decisions, or deliverables. Decomposes into numbered atomic tasks, classifies each, and produces a completion checklist.

Modern C# language features for .NET 10 and C# 14. Covers primary constructors, collection expressions, the field keyword, extension members, records, pattern matching, spans, and raw string literals. Load this skill when writing any new C# code, reviewing existing code for modernization, using "modern C#", "C# 14", "primary constructor", "collection expression", "records", "pattern matching", "span", "field keyword", or "extension members". Always loaded as the baseline for all agents.

Diagnose the root cause of an unexpected metric movement by systematically ruling out alternative explanations. Use this skill when a significant metric change has been detected and the team needs to understand why it happened.

Implementation process discipline for all languages — surface assumptions, define verifiable success criteria, and ground work in project domain docs. Use when implementing features, writing functions/classes/modules, or adding code. Complements language-specific skills and includes test-first guidance when implementation is explicitly TDD.

Assembles a personal tax handoff package for a Canadian with self-employment income and, where relevant, coordinates with a separate corporate package for an incorporated owner-manager's personal T1 filing. Guides the user through collecting the outputs of prior workflow steps, identifying missing items, and producing a cover summary the CPA can act on directly. Does not give tax advice, complete forms, or advise on filing positions. Trigger on: 'prepare for my CPA meeting', 'get my tax documents ready', 'what does my accountant need from me', 'organize everything for tax season', 'put together my tax package', 'what should I send my CPA', 'I have a meeting with my accountant'.

Install and configure OpenClaw on Alibaba Cloud Linux 4 (Alinux 4) servers, and connect to DingTalk channels and Alibaba Cloud Bailian (Tongyi Qianwen) models. Use this skill when users need to deploy OpenClaw, configure DingTalk bots, integrate DashScope/Qwen models, troubleshoot an OpenClaw gateway that fails to start, or encounter plugins that do not load. Includes a complete record of pitfalls and the correct configuration structure.

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../../../c-level-advisor/SKILL.md

../../../engineering/grill-with-docs/skills/grill-with-docs/SKILL.md

Skill Tester

Use when reviewing, scoring, or auditing third-party SaaS / vendor relationships — running a vendor scorecard, tracking SLA compliance, classifying third-party risk, preparing a tier-1 vendor review, or auditing the SaaS portfolio. Triggers on "vendor SLA", "vendor scorecard", "third-party risk", "TPRM", "vendor review", "SaaS audit", "supplier performance", "vendor health check", "renewal review". Forks context so large vendor catalogs (50-500 line items) and SLA logs don't pollute the parent thread. Ships 3 stdlib-only Python tools (vendor scorer with industry tuning, SLA compliance tracker with credit-claim flags, vendor risk classifier across 4 risk vectors), 3 reference docs each citing 7+ authoritative sources (Gartner / Shared Assessments / NIST / ISO 27036 / breach post-mortems), and a 5-vendor catalog template. Distinct from c-level-advisor/general-counsel-advisor (contract law, not operational management), business-growth/contract-and-proposal-writer (outbound proposals, not inbound vendor scoring), and sibling procurement-optimizer (spend categorization, not vendor performance).

Use when the thinker is stuck in conventional framing, making unexamined assumptions, or needs to redefine the problem before solving it. Activate when someone is working from inherited premises rather than their own.