Patrick Lencioni's organizational health framework based on four disciplines - building cohesive leadership, creating clarity, over-communicating, and reinforcing through systems

Audit Python codebases for security, performance, correctness, and architecture antipatterns. Run optional trusted runtime checks (syntax, tests, lint, typing) plus static rule scans, then output a 0-100 health score with actionable fixes. Use when users ask to inspect a Python project, run a Python health check, review backend code quality, or perform a pre-release audit.

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Use when implementing new Python code (follow TDD), designing test suites, reviewing test coverage, setting up pytest infrastructure, writing fixtures, mocking dependencies, or performing parametrized testing

Route tasks to the right specialist agents and skills.

Research OpenRouter API docs, available Grok model IDs, vision capability for the judge service, and integration patterns. Use when implementing openrouter_tool.py, when checking which Grok model supports vision/image input for judge_service.py, when OpenRouter returns unexpected errors, or when verifying model availability and context limits.

Configure Konflux for new Submariner version - creates overlays, tenant config, and RPAs for Y-stream releases.

Security news from tldrsec, no.security, Krebs, Schneier, and other sources. USE WHEN security news, security updates, what's new in security, breaches, security research, sec updates, tldrsec, Krebs, Schneier.

Safe refactoring workflow and common patterns. Invoke when extracting methods, renaming, moving code, or addressing code smells.

Disaggregate operations into primary and support activities when identifying competitive advantage sources

**DOCS FIRST, CODE SECOND**

Use when writing or refactoring tests – JUnit 4, Robolectric, androidTest, naming, MockWebServer, JaCoCo

Conducts FDA labeling compliance reviews for drugs, foods, dietary supplements, and medical devices. Analyzes principal display panels and information panels against FDCA, 21 CFR, and FDA guidance to identify misbranding risks, claims violations, and mandatory disclosure gaps. Use when reviewing product labels, auditing FDA compliance, assessing labeling risk, or preparing for FDA submission.

Apply final governance and release-gate checks to a judged change set by reading `handoff.json`, `verdict.json`, optional eval evidence, and emitting machine-readable `audit.json` with `gate` status. Use when implementation already has a judge verdict and a separate auditor must decide landability (`pass`, `fail`, or `needs-human`) without modifying source files.

Identify existing codebase patterns (naming conventions, architectural patterns, testing patterns) to maintain consistency. Use when generating code, reviewing changes, or understanding established practices. Ensures new code aligns with project conventions.

**Senior Product Manager, Enterprise Integrations**

Define explicit caching strategies for different data access patterns and consistency requirements

Choose the right serialization format for .NET applications. Prefer schema-based formats (Protobuf, MessagePack) over reflection-based (Newtonsoft.Json). Use System.Text.Json with AOT source generators for JSON scenarios.

Develop and debug Kurtosis Starlark packages. Create packages from scratch, understand the plan-based execution model, use print() debugging, handle future references, and test packages locally. Use when writing or troubleshooting .star files.

Windows privilege escalation technique using SeImpersonate to escalate from High Integrity to SYSTEM. Use this skill when the user needs to escalate privileges on Windows, mentions token impersonation, SeImpersonate, or wants to run commands as SYSTEM from a High Integrity context. Also trigger when the user has administrative access and wants to impersonate process tokens like winlogon.exe or svchost.exe.

Configure regional settings. Use when: setting timezone, language, compliance rules, currency, or local preferences.

Discover and call remote schema-exposed interfaces with UXC. Use when an agent or skill needs to list operations, inspect operation schemas, and execute OpenAPI, GraphQL, gRPC, MCP, or JSON-RPC calls via one CLI contract.

Clinic-architecture-aligned iOS design system engineering for SwiftUI (iOS 26 / Swift 6.2) covering token architecture, color/typography/spacing systems, component style libraries, asset governance, and theming. Enforces @Equatable on views and keeps design-system usage compatible with Feature-to-Domain+DesignSystem boundaries. Use when building or refactoring DesignSystem infrastructure for the clinic modular MVVM-C stack.

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Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.

Identify, categorize, and prioritize technical debt across six dimensions. Generates remediation plans with effort estimates. Offered by /draft:new-track for refactor tracks.

Manage local skills - list, add, remove, search, edit

Bruk før commit, push eller pull request for å sjekke at koden er trygg å merge

Use when migrating Agentplane tests to @agentplane/testkit, replacing local test helpers, fixing testkit export/build failures, splitting large CLI/backend suites, or diagnosing missing testkit dist exports in package builds.

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Shortcut's UI design system. Use when building interfaces inspired by Shortcut's aesthetic - light mode, Inter font, 4px grid.

Intel VTune and AMD uProf profiling skill for microarchitecture analysis. Use when analyzing hotspots, microarchitecture bottlenecks, memory access patterns, pipeline stalls, or using the roofline model. Covers VTune Community Edition (free) and AMD uProf as a free alternative. Activates on queries about VTune, uProf, microarchitecture analysis, pipeline stalls, memory bandwidth, roofline model, or hardware performance analysis.

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Maintain working context via current-context.md - read before and update after every response with timestamp YYYYMMDD-HHMMSS

PR-backed and current-main optimization manual for the `MiniMaxAI/MiniMax-M2` series, including M2, M2.1, M2.5, M2.7, and M2.7-highspeed. Use when Codex needs to recover, extend, or audit MiniMax-specific optimizations, TP QK norm/all-reduce behavior, parser contracts, distributed runtime behavior, quantized loading, or backend-specific validation.

How to write Claude Code hooks -- event selection, hook types, matcher patterns, blocking vs advisory, portable paths. Use when creating hooks for quality gates, automation, or policy enforcement.

Dependency Upgrade workflow skill. Use this skill when the user needs Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

overledger

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AWS hosting and deployment patterns covering compute (EC2, ECS, Lambda), networking (ALB, CloudFront, Route 53, API Gateway), databases (RDS, ElastiCache), infrastructure-as-code (CDK), IAM, monitoring (CloudWatch), and cost optimization. Use when deploying applications to AWS or designing cloud architecture. Triggers on AWS, EC2, ECS, Fargate, Lambda, CloudFront, CDK, API Gateway, Route 53, RDS, IAM.

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project. SKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

| Task | Guide |

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

- Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user