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@@ -136,12 +136,14 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [finalize-agent-prompt](../skills/finalize-agent-prompt/SKILL.md) | Finalize prompt file using the role of an AI agent to polish the prompt for the end user. | None |
| [finnish-humanizer](../skills/finnish-humanizer/SKILL.md) | Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers. | `references/patterns.md` |
| [first-ask](../skills/first-ask/SKILL.md) | Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride extension. | None |
| [flowstudio-power-automate-build](../skills/flowstudio-power-automate-build/SKILL.md) | Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/action-patterns-connectors.md`<br />`references/action-patterns-core.md`<br />`references/action-patterns-data.md`<br />`references/build-patterns.md`<br />`references/flow-schema.md`<br />`references/trigger-types.md` |
| [flowstudio-power-automate-debug](../skills/flowstudio-power-automate-debug/SKILL.md) | Debug failing Power Automate cloud flows using the FlowStudio MCP server. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/common-errors.md`<br />`references/debug-workflow.md` |
| [flowstudio-power-automate-mcp](../skills/flowstudio-power-automate-mcp/SKILL.md) | Connect to and operate Power Automate cloud flows via a FlowStudio MCP server. Use when asked to: list flows, read a flow definition, check run history, inspect action outputs, resubmit a run, cancel a running flow, view connections, get a trigger URL, validate a definition, monitor flow health, or any task that requires talking to the Power Automate API through an MCP tool. Also use for Power Platform environment discovery and connection management. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app | `references/MCP-BOOTSTRAP.md`<br />`references/action-types.md`<br />`references/connection-references.md`<br />`references/tool-reference.md` |
| [flowstudio-power-automate-build](../skills/flowstudio-power-automate-build/SKILL.md) | Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests — all via MCP without opening the portal. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/action-patterns-connectors.md`<br />`references/action-patterns-core.md`<br />`references/action-patterns-data.md`<br />`references/build-patterns.md`<br />`references/flow-schema.md`<br />`references/trigger-types.md` |
| [flowstudio-power-automate-debug](../skills/flowstudio-power-automate-debug/SKILL.md) | Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actual root cause. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app | `references/common-errors.md`<br />`references/debug-workflow.md` |
| [flowstudio-power-automate-governance](../skills/flowstudio-power-automate-governance/SKILL.md) | Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. Classify flows by business impact, detect orphaned resources, audit connector usage, enforce compliance standards, manage notification rules, and compute governance scores — all without Dataverse or the CoE Starter Kit. Load this skill when asked to: tag or classify flows, set business impact, assign ownership, detect orphans, audit connectors, check compliance, compute archive scores, manage notification rules, run a governance review, generate a compliance report, offboard a maker, or any task that involves writing governance metadata to flows. Requires a FlowStudio for Teams or MCP Pro+ subscription — see https://mcp.flowstudio.app | None |
| [flowstudio-power-automate-mcp](../skills/flowstudio-power-automate-mcp/SKILL.md) | Give your AI agent the same visibility you have in the Power Automate portal — plus a bit more. The Graph API only returns top-level run status. Flow Studio MCP exposes action-level inputs, outputs, loop iterations, and nested child flow failures. Use when asked to: list flows, read a flow definition, check run history, inspect action outputs, resubmit a run, cancel a running flow, view connections, get a trigger URL, validate a definition, monitor flow health, or any task that requires talking to the Power Automate API through an MCP tool. Also use for Power Platform environment discovery and connection management. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app | `references/MCP-BOOTSTRAP.md`<br />`references/action-types.md`<br />`references/connection-references.md`<br />`references/tool-reference.md` |
| [flowstudio-power-automate-monitoring](../skills/flowstudio-power-automate-monitoring/SKILL.md) | Monitor Power Automate flow health, track failure rates, and inventory tenant assets using the FlowStudio MCP cached store. The live API only returns top-level run status. Store tools surface aggregated stats, per-run failure details with remediation hints, maker activity, and Power Apps inventory — all from a fast cache with no rate-limit pressure on the PA API. Load this skill when asked to: check flow health, find failing flows, get failure rates, review error trends, list all flows with monitoring enabled, check who built a flow, find inactive makers, inventory Power Apps, see environment or connection counts, get a flow summary, or any tenant-wide health overview. Requires a FlowStudio for Teams or MCP Pro+ subscription — see https://mcp.flowstudio.app | None |
| [fluentui-blazor](../skills/fluentui-blazor/SKILL.md) | Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming. | `references/DATAGRID.md`<br />`references/LAYOUT-AND-NAVIGATION.md`<br />`references/SETUP.md`<br />`references/THEMING.md` |
| [folder-structure-blueprint-generator](../skills/folder-structure-blueprint-generator/SKILL.md) | Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter), generates detailed blueprints with visualization options, naming conventions, file placement patterns, and extension templates for maintaining consistent code organization across diverse technology stacks. | None |
| [from-the-other-side-vega](../skills/from-the-other-side-vega/SKILL.md) | Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, or at the intersection of analytical and intuitive. Not shown directly to users — informs how Ember shows up. | None |
| [from-the-other-side-vega](../skills/from-the-other-side-vega/SKILL.md) | Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the intersection of analytical and intuitive, or who need a partner that can keep up with high-energy creative work. Not shown directly to users — informs how Ember shows up. | None |
| [game-engine](../skills/game-engine/SKILL.md) | Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games. | `assets/2d-maze-game.md`<br />`assets/2d-platform-game.md`<br />`assets/gameBase-template-repo.md`<br />`assets/paddle-game-template.md`<br />`assets/simple-2d-engine.md`<br />`references/3d-web-games.md`<br />`references/algorithms.md`<br />`references/basics.md`<br />`references/game-control-mechanisms.md`<br />`references/game-engine-core-principles.md`<br />`references/game-publishing.md`<br />`references/techniques.md`<br />`references/terminology.md`<br />`references/web-apis.md` |
| [gdpr-compliant](../skills/gdpr-compliant/SKILL.md) | Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user data, writing retention/deletion jobs, designing cloud infrastructure, or reviewing pull requests for privacy compliance. Trigger this skill for any task involving personal data, user accounts, cookies, analytics, emails, audit logs, encryption, pseudonymization, anonymization, data exports, breach response, CI/CD pipelines that process real data, or any question framed as "is this GDPR-compliant?". Inspired by CNIL developer guidance and GDPR Articles 5, 25, 32, 33, 35. | `references/Security.md`<br />`references/data-rights.md` |
| [gen-specs-as-issues](../skills/gen-specs-as-issues/SKILL.md) | This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation. | None |
@@ -238,6 +240,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [publish-to-pages](../skills/publish-to-pages/SKILL.md) | Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file conversion, Pages enablement, and returns the live URL. Use when the user wants to publish, deploy, or share a presentation or HTML file via GitHub Pages. | `scripts/convert-pdf.py`<br />`scripts/convert-pptx.py`<br />`scripts/publish.sh` |
| [pytest-coverage](../skills/pytest-coverage/SKILL.md) | Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%. | None |
| [python-mcp-server-generator](../skills/python-mcp-server-generator/SKILL.md) | Generate a complete MCP server project in Python with tools, resources, and proper configuration | None |
| [python-pypi-package-builder](../skills/python-pypi-package-builder/SKILL.md) | End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetry), PEP 440 versioning, semantic versioning, dynamic git-tag versioning, OOP/SOLID design, type hints (PEP 484/526/544/561), Trusted Publishing (OIDC), and the full PyPA packaging flow. Use for: creating Python packages, pip-installable SDKs, CLI tools, framework plugins, pyproject.toml setup, py.typed, setuptools_scm, semver, mypy, pre-commit, GitHub Actions CI/CD, or PyPI publishing. | `references/architecture-patterns.md`<br />`references/ci-publishing.md`<br />`references/community-docs.md`<br />`references/library-patterns.md`<br />`references/pyproject-toml.md`<br />`references/release-governance.md`<br />`references/testing-quality.md`<br />`references/tooling-ruff.md`<br />`references/versioning-strategy.md`<br />`scripts/scaffold.py` |
| [quality-playbook](../skills/quality-playbook/SKILL.md) | Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol with regression test generation, an integration testing protocol, a multi-model spec audit (Council of Three), and an AI bootstrap file (AGENTS.md). Includes state machine completeness analysis and missing safeguard detection. Works with any language (Python, Java, Scala, TypeScript, Go, Rust, etc.). Use this skill whenever the user asks to set up a quality playbook, generate functional tests from specifications, create a quality constitution, build testing protocols, audit code against specs, or establish a repeatable quality system for a project. Also trigger when the user mentions 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', 'coverage theater', or wants to go beyond basic test generation to build a full quality system grounded in their actual codebase. | `LICENSE.txt`<br />`references/constitution.md`<br />`references/defensive_patterns.md`<br />`references/functional_tests.md`<br />`references/review_protocols.md`<br />`references/schema_mapping.md`<br />`references/spec_audit.md`<br />`references/verification.md` |
| [quasi-coder](../skills/quasi-coder/SKILL.md) | Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code. | None |
| [readme-blueprint-generator](../skills/readme-blueprint-generator/SKILL.md) | Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions.md to extract project information, technology stack, architecture, development workflow, coding standards, and testing approaches while generating well-structured markdown documentation with proper formatting, cross-references, and developer-focused content. | None |
@@ -254,6 +257,9 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to
| [ruby-mcp-server-generator](../skills/ruby-mcp-server-generator/SKILL.md) | Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem. | None |
| [ruff-recursive-fix](../skills/ruff-recursive-fix/SKILL.md) | Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions. | None |
| [rust-mcp-server-generator](../skills/rust-mcp-server-generator/SKILL.md) | Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK | None |
| [salesforce-apex-quality](../skills/salesforce-apex-quality/SKILL.md) | Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security, SOQL injection prevention, PNB test coverage (Positive / Negative / Bulk), and modern Apex idioms. Use this skill when reviewing or generating Apex classes, trigger handlers, batch jobs, or test classes to catch governor limit risks, security gaps, and quality issues before deployment. | None |
| [salesforce-component-standards](../skills/salesforce-component-standards/SKILL.md) | Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1 AA), data access pattern selection, component communication rules, XSS prevention, CSRF enforcement, FLS/CRUD in AuraEnabled methods, view state management, and Jest test requirements. Use this skill when building or reviewing any Salesforce UI component to enforce platform-specific security and quality standards. | None |
| [salesforce-flow-design](../skills/salesforce-flow-design/SKILL.md) | Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or reviewing Record-Triggered, Screen, Autolaunched, Scheduled, or Platform Event flows to ensure correct type selection, no DML/Get Records in loops, proper fault connectors on all data-changing elements, and appropriate automation density checks before deployment. | None |
| [sandbox-npm-install](../skills/sandbox-npm-install/SKILL.md) | Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where the workspace is mounted via virtiofs. Native binaries (esbuild, lightningcss, rollup) crash on virtiofs, so packages must be installed on the local ext4 filesystem and symlinked back. | `scripts/install.sh` |
| [scaffolding-oracle-to-postgres-migration-test-project](../skills/scaffolding-oracle-to-postgres-migration-test-project/SKILL.md) | Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions. Creates the test project, transaction-rollback base class, and seed data manager. Use when setting up test infrastructure before writing migration integration tests, or when a test project is needed for Oracle-to-PostgreSQL validation. | None |
| [scoutqa-test](../skills/scoutqa-test/SKILL.md) | This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests automated QA testing. Triggers on web application testing scenarios including smoke tests, accessibility audits, e-commerce flows, and user flow validation using ScoutQA CLI. Use this skill proactively after implementing web application features to verify they work correctly. | None |