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SkillsMP has collected 56 skills from arisng/github-copilot-fc. Open a skill to review its source and details.
Showing 40 of 56 collected skills.
Drive a Machina state machine to a deterministic outcome on behalf of an AI agent. USE WHEN: a task is governed by a state machine (a machine definition JSON with states, transitions, guards, actions, tools, checks, scenarios); executing a workflow that must…
Author valid, high-scoring state machines in Machina machine JSON format (spec v3.0.0 / v2.0.0 / v1.0.0). USE WHEN: writing or generating a machine definition (states, transitions, guards, actions, context, scenarios); modeling a real workflow (order…
Spawn a new isolated Copilot CLI sub-session from a main Copilot CLI or VS Code session. Use when you need to programmatically create, resume, or chain Copilot CLI sessions with explicit control over session ID, custom agent, model, BYOK provider profile,…
Configure and switch between BYOK (Bring Your Own Key) LLM providers for both GitHub Copilot CLI and VS Code Chat. Use when setting up OpenAI, Azure OpenAI, Anthropic, Ollama, Moonshot, OpenCode Go, OpenRouter, or other OpenAI-compatible endpoints; creating…
Specialized for ad-hoc testing Blazor web apps in interactive server render mode with SignalR using playwright-cli. Use when performing quick tests on Blazor components, real-time updates, forms, and UI interactions in server-rendered applications.
Convert between Claude Code command markdown files (*.md) and GitHub Copilot prompt files (*.prompt.md). Use when porting custom prompts or CLI commands between ecosystems.
Strategies, workflows, patterns, and best practices for maximizing harness engineering through GitHub Copilot agent customization. Focuses on how to structure context layering, design multi-agent constraint enforcement, implement checklist-driven audit loops,…
Design and implement harnesses for AI-agent-driven software development. A harness is the scaffolding—context engineering, architectural constraints, feedback loops, and entropy management—that enables coding agents to produce reliable, maintainable software…
Ralph-v2 post-iteration feedback batch protocol for creating feedback directories, authoring feedbacks.md, and advancing a session into replanning. Use when processing human feedback after an iteration or resuming Ralph from feedback artifacts.
Ralph-v2 knowledge extraction, staging, merge, and promotion reference. Use when running Librarian EXTRACT, STAGE, or PROMOTE modes, applying merge rules, writing extracted frontmatter, or promoting staged knowledge into `.docs`.
Ralph-v2 planning artifact templates and task decomposition scaffolding. Use when creating or updating `plan.md`, `progress.md`, `metadata.yaml`, iteration metadata, or isolated task files during INITIALIZE, UPDATE, TASK_BREAKDOWN, REBREAKDOWN, or SPLIT_TASK.
Ralph-v2 session operations reference for schema validation, timeout recovery, and timestamp commands. Use when validating Ralph session artifacts, reconstructing malformed state, enforcing retry timing, or generating Ralph session timestamps.
Ralph-v2 live signal mailbox protocol for polling, ack handling, broadcast quorum, and signal routing. Use when a Ralph agent needs to process `signals/inputs`, write ack files, route target-specific signals, or finalize broadcast signals safely.
Discipline for refining agent customization files in the `.github` folder standard — `.github/agents/*.agent.md`, `.github/skills/*/SKILL.md`, `.github/instructions/*.instructions.md` — after a PR merge or commit. Codifies lessons as durable SINGLE-SOURCED /…
Optimize existing AI agent skills with a dual-loop workflow for activation tuning and execution quality. Use when improving a skill after initial creation, diagnosing false triggers or missed triggers, converting subjective output goals into binary…
Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of…
Create and evaluate documentation using the Diátaxis framework. Use when writing, organizing, or auditing documentation to ensure it serves distinct user needs through four systematic categories (Tutorials, How-to Guides, Reference, Explanation). Ideal for…
Upload a local image or video file to GitHub's user-attachments API and embed the returned hosted URL in a pull request description or comment. Use when asked to add screenshots, before/after images, diagrams, screen recordings, or other media to a PR/issue…
**REFRESH SKILL** — Keep `tools/inventory.yaml` (the workspace cross-runtime tools inventory) accurate and up to date, grounded in the latest GitHub Copilot CLI. USE FOR: refreshing/updating the tools inventory after CLI updates; validating the inventory YAML…
Build custom GitHub Copilot CLI extensions — tools, slash commands, and canvas UI surfaces. Use when the user asks to: (1) create a new Copilot CLI extension, (2) add a tool for Copilot to call, (3) add a /slash command, (4) build an interactive canvas…
**WORKFLOW SKILL** — Create, update, review, fix, or debug Copilot CLI customization files (`copilot-instructions.md`, `AGENTS.md`, `*.instructions.md`, `*.agent.md`, `SKILL.md`, hook JSON, `plugin.json`, and plugin command files). USE FOR: authoring…
Build applications with GitHub Copilot CLI SDKs for .NET. Use for direct CopilotClient integration or Microsoft Agent Framework. Covers sessions, streaming, tools, MCP, permissions, and multi-agent workflows.
Create, manage, and clean up git worktrees using native git commands only. Works with any language, any repo, any platform — no custom scripts, no framework assumptions, no workspace-specific conventions. Use when the user says: 'create a worktree', 'worktree…
Build and customize .NET 8+ Blazor UIs with BlazorBlueprint. Use when choosing between BlazorBlueprint.Components and BlazorBlueprint.Primitives, wiring setup and providers, using ToastService/DialogService/localization, selecting icon packs, applying…
Apply the Postrboard design language — a refined, airy, code-native aesthetic used across postrboard.com and burkeholland.github.io — when designing or building any website, landing page, UI component, or web app. Use this skill whenever the user asks to…
Manage GitHub Copilot CLI MCP server configuration, including ~/.copilot/mcp-config.json, COPILOT_HOME or --config-dir, project-level .mcp.json/.github/mcp.json/.vscode/mcp.json, /mcp commands, --additional-mcp-config, and VS Code mcp.json migration.
Create, update, maintain, and evolve GitHub Copilot agent plugins for CLI, VS Code, or both. Use when scaffolding or refining plugin.json, reconciling manifest drift, choosing runtime-specific component fields, wiring plugin components, or governing shared…
Create and draft markdown-based issue documents (bug reports, feature plans, RFCs, ADRs, tasks, retrospectives) in the top-level `.issues/` folder. Use this skill whenever you need to document software issues, feature proposals, architectural decisions, work…
Slash command to evaluate whether an issue or pull request is still relevant, actionable, and worth keeping open
Programmatically create tldraw whiteboards and visualize them with a self-hosted tldraw instance. Create boards with shapes, text, and connectors, then deploy to a self-hosted server for collaborative editing and gallery management.
Write and run C# programs without a .csproj or solution file using .NET 10+ file-based apps, including multi-file apps with `#:include` (.NET 11+). Use when the user wants to execute C# code quickly — scripts, utilities, prototyping, quick experiments, data…
Execute Google Cloud Platform operations using the gcloud CLI (and gsutil/bq where applicable). Use when the user wants to: authenticate with GCP, manage GCP resources, deploy applications, configure projects or IAM, view logs, run SQL/BigQuery, or interact…
Session-scoped git commit orchestrator that commits only current-session changes and leaves unrelated dirty worktree edits untouched. Inherits git-atomic-commit for atomic grouping and commit message execution, and git-commit-scope-constitution for scope…
Compact the current conversation into a handoff document for another agent to pick up.
Multi-iteration parallel subagent orchestrator for Kimi Code CLI
Multi-iteration parallel subagent orchestrator for Kimi Code CLI with streamlined observability, automated documentation, and atomic commits. Use when orchestrating complex work across multiple subagents, enabling parallel execution, or when explicitly…
Guidance for using the .NET Aspire CLI and agent integration to create, adopt, run, inspect, debug, update, publish, deploy, and automate Aspire AppHosts. Use when choosing or explaining Aspire commands and workflows such as aspire new, init, restore, run,…
Spec-driven development (SDD) using OpenSpec with GitHub Copilot. Use when initializing OpenSpec in a project, writing specifications (requirements + scenarios), proposing changes with delta specs, designing and breaking down tasks, implementing from…
Deterministic custom subagent selection helper. Use when you need a reproducible, auditable decision on which custom subagents to activate for a user query (runs scripts/agent_evaluator.py).
Guidance on configuring VS Code's terminal auto-approve settings for commands with dynamic arguments.