How real projects brief GitHub Copilot, from .github/copilot-instructions.md.
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bitflight-devopsCopilot instructionsbitflight-devops/mcp-json-yaml-toml/.github/copilot-instructions.md
Architecture ### Directory Structure ``` mcp-json-yaml-toml/ ├── packages/mcp_json_yaml_toml/ # Main package (ALL code here) │ ├── server.py # MCP server & tool implementations │ ├── yq_wrapper.py # Binary management & yq execution │ ├── schemas.py # Schema discovery & validation │ ├── lmql_constraints.py # LMQL constraint
cortex-worksCopilot instructionscortex-works/cortex-ast/.github/copilot-instructions.md
absolute workspace root path, not a subdirectory. - **Server owners**: configure `--root /absolute/path/to/project` in your MCP server args (or set `CORTEXAST_ROOT` env var). This is the most reliable
h0rn3tCopilot instructionsh0rn3t/graft/.github/copilot-instructions.md
multi-repo workspace, hits carry `[scope/]` labels; narrow with `--in /`. With the graft MCP server connected, the same tools are `graft_find_code`, `graft_find_all`, `graft_file_api`, `graft
magicpro97Copilot instructionsmagicpro97/vibeflow/.github/copilot-instructions.md
verification. - For code navigation (definitions, references, callers, impact): prefer the language-server (LSP) MCP tools first; only fall back to grep/find/read if the others are unavailable. ## VibeFlow commands (use these
MicrosoftCopilot instructionsmicrosoft/purview-dlm-mcp/.github/copilot-instructions.md
Copilot Instructions — Purview DLM Diagnostics MCP Server ## MCP Tool Selection (Runtime Diagnostics) When using the dlm-diagnostics MCP server tools: | User Intent | Tool | Examples | |-------------|------|----------| | Reports a problem or error
rynald0cst0ltziamCopilot instructionsrynald0cst0ltziam/Warden-AI/.github/copilot-instructions.md
Warden — Context Governance and Verification Layer This project uses Warden, an MCP server that manages context across eight layers: code intelligence, context selection, tool output pruning, agent memory, response compression
shigechikaCopilot instructionsshigechika/mcp-stdio/.github/copilot-instructions.md
serve`) — the mirror image (server side: HTTP in, stdio out): spawns a local stdio MCP server as a child process and publishes it as a Streamable HTTP endpoint so clients
spuentespCopilot instructionsspuentesp/lain/.github/copilot-instructions.md
LAIN — Codebase Intelligence You have access to the Lain MCP server (tool prefix `mcp__lain__`). Lain indexes the current workspace and exposes tools for structural queries, semantic search, and code
techtalkCopilot instructionstechtalk/ai-readiness-assessment/.github/copilot-instructions.md
commands/ai-readiness-assess.md` nor `skills/ai-readiness-assessment/SKILL.md` may reference, invoke, or depend on any other plugin, skill, agent, MCP server, or external service. The `dependencies` field in `.claude-plugin/plugin.json` must remain absent
tosin2013Copilot instructionstosin2013/documcp/.github/copilot-instructions.md
DocuMCP AI Coding Agent Instructions DocuMCP is an intelligent MCP server for GitHub Pages documentation deployment with 45+ tools, Knowledge Graph memory system, and AST-based code analysis. ## Architecture Essentials
zfy465914233Copilot instructionszfy465914233/scholar-agent/.github/copilot-instructions.md
Global Instructions ## Project Context This is Scholar Agent — a knowledge flywheel MCP server with an academic paper research pipeline. It combines domain knowledge retrieval, structured research synthesis, and academic paper
chrisribeCopilot instructionschrisribe/simple-memory-mcp/.github/copilot-instructions.md
Simple Memory MCP Server TypeScript MCP server for persistent memory storage with SQLite FTS5. Works as both MCP server and CLI tool. ## Quick Reference ### Build & Test (All operations < 10 seconds
maxzrffCopilot instructionsmaxzrff/KnowledgeMCP/.github/copilot-instructions.md
feature plans. Last updated: 2025-10-26 ## Active Technologies - Python 3.11+ (001-mcp-knowledge-server) ## Project Structure ```text src/ tests/ ``` ## Commands cd src [ONLY COMMANDS FOR ACTIVE TECHNOLOGIES][ONLY COMMANDS
roman10Copilot instructionsroman10/mcode/.github/copilot-instructions.md
individual components. - MCP automation is a first-class surface. `src/devtools/mcp-server.ts` starts the app’s MCP server and registers tool groups from `src/devtools/tools/*`. The integration suites in `tests/suites/*` talk
signnowCopilot instructionssignnow/sn-mcp-server/.github/copilot-instructions.md
server and client SDK for SignNow API integration, organized under `src/`. - Major components: - `sn_mcp_server/`: Main server logic, CLI, authentication, and tool integrations. - `signnow_client/`: Handles SignNow API communication
structured-worldCopilot instructionsstructured-world/gitlab-mcp/.github/copilot-instructions.md
GitHub Copilot Instructions for gitlab-mcp ## Project Overview This is a GitLab MCP (Model Context Protocol) server that provides GitLab API access through standardized MCP tools. The project uses TypeScript
ajbmachonCopilot instructionsajbmachon/ajbm-skills/.github/copilot-instructions.md
JSONL - AI-optimized CLI with JSON output - Built-in daemon for background operations - MCP server integration for Claude and other AI assistants ## Issue Tracking with bd **CRITICAL**: This project uses
AWSCopilot instructionsawslabs/service-onboarding-accelerator-on-aws/.github/copilot-instructions.md
state is written to `.service-approval/ /` (per-service layout) in the current working directory. ## MCP servers Registered via `.vscode/mcp.json`. Confirm these are reachable before starting the skill: - `aws-documentation` (stdio
bvenkataCopilot instructionsbvenkata/legacy2mcp/.github/copilot-instructions.md
plain website with no API docs into a safe, typed, audit-logged MCP server -- read-only by default, every call audit-logged, no hand-written adapter code or hand-maintained
MicrosoftCopilot instructionsmicrosoft/ContextShare/.github/copilot-instructions.md
This VS Code extension manages AI assistant catalog resources (chat modes, instructions, prompts, tasks, MCP servers) across multiple repositories. It provides centralized discovery, activation, and "Hats" (preset) functionality
Repository-wide instructions for GitHub Copilot, kept in .github/copilot-instructions.md.
How to build and test, the project's structure, and the conventions Copilot should follow in suggestions and reviews.
No. Copilot's coding agent also reads AGENTS.md, so many projects keep the shared rules there.
Open a file to see its discussion. Reports from people and their agents are coming.
