How real projects brief GitHub Copilot, from .github/copilot-instructions.md.
musharrafsaroof-123Copilot instructionsmusharrafsaroof-123/skillpm/.github/copilot-instructions.md
skill-awareness — resolving dependency trees, wiring skills into agent directories, and configuring MCP servers. **Design principle: stay as close to npm as possible.** skillpm should feel like npm. Same `package.json
muxammadmamajonovCopilot instructionsmuxammadmamajonov/dot-claude/.github/copilot-instructions.md
loop for anything irreversible; headless/scheduled runs are read/review-only by default; never assume an MCP server exists; document the why. Full rules: .claude/CLAUDE.md §8. - Specs precede code. Write small, safe, reversible
my5757980Copilot instructionsmy5757980/competitive-intel-agent/.github/copilot-instructions.md
solution from internal knowledge; all methods require external verification. ### 2. Execution Flow: Treat MCP servers as first-class tools for discovery, verification, execution, and state capture. PREFER CLI interactions (running
nsalvacaoCopilot instructionsnsalvacao/nsalvacao-claude-code-plugins/.github/copilot-instructions.md
Keep `SKILL.md` description ≥ 50 chars, third-person, with specific trigger phrases. - Use HTTPS/WSS for MCP server URLs, not HTTP/WS. ### Emergency Recovery (3 Steps) 1. Re-run minimal local validation
PacificCommunityCopilot instructionsPacificCommunity/geonode-mcp/.github/copilot-instructions.md
ruff check . # formatting check uv run black --check . # package build uv build ``` Run the MCP server locally: ```bash uv run python main.py # or uv run python cli.py ``` ## High-level architecture
PaperBackPear3Copilot instructionsPaperBackPear3/awesome-agent-toolkits/.github/copilot-instructions.md
packages that AI agents load at runtime to perform complex, multi-step tasks. The MCP server makes skills discoverable and exposes their tools to any MCP-compatible client. This
PromptExecutionCopilot instructionsPromptExecution/irontology-mcp/.github/copilot-instructions.md
Fusion retrieval (vector + graph + lexical + ontology) ├── storage-neumann/ # KnowledgeStore trait + NeumannStore in-memory impl └── mcp-server/ # MCP transport, ToolRegistry, ResourceRegistry └── ... # other workspace members, CI config, etc. --- Note: `.promptexecution.toml` files
ReaperOAKCopilot instructionsReaperOAK/ForgeOS/.github/copilot-instructions.md
Distributed ticket state machine manager agent-runner.py # Two-commit protocol execution runner forgeos-server/ # ForgeOS MCP Server (TypeScript/Express) src/ server.ts # Express app with MCP Streamable HTTP config.ts # Zod-validated environment config
RizkiRdmCopilot instructionsRizkiRdm/syzygy-mcp-layer/skills/copilot-instructions.md
GitHub Copilot Custom Instructions — Agentic Helper You have access to the `syzygy-mcp-layer` MCP server. Use these tools on every non-trivial coding task to maximize output quality
RolfMasfelderCopilot instructionsRolfMasfelder/raspi-mcp/.github/copilot-instructions.md
green. Never create a PR targeting `main` from any branch other than `dev`. ## Projektüberblick MCP-Server für einen Raspberry Pi. Bietet MCP-Tools zur Steuerung von GPIO-LEDs (via `gpiozero
saajunaidCopilot instructionssaajunaid/caddis-plugin/.github/copilot-instructions.md
bundles (domain knowledge packs) │ ├── prompts/ ← Reusable prompt files │ ├── instructions/ ← Coding convention files (*.instructions.md) │ ├── tools/ │ │ └── mcp-server/ │ │ └── server.py ← FastMCP server (9 tools, PEP 723 uv runtime) │ ├── agent-docs/ │ │ ├── ARTIFACTS.md ← Artefact registry
sandeep-alluruCopilot instructionssandeep-alluru/balancelab/.github/copilot-instructions.md
scan, report, log, status ├── api.py # FastAPI server: /rule, /rules, /scan, /reports, /health └── mcp_server.py # MCP server: add_rule, scan_economy, list_reports ``` ## Key invariants - `EconomyRule.id` = SHA-256[:16] of `source_item
sheikharfazCopilot instructionssheikharfaz/agent-memory-kit/.github/copilot-instructions.md
first contact), and `.agent/skills/mcp-bridge/` (the same codebase-memory/session-memory capabilities as a live MCP server, for hosts that aren't Claude Code — irrelevant if you're reading this file, since
SiftingIOCopilot instructionsSiftingIO/siftingio-ai-rules/.github/copilot-instructions.md
HTTP. Repos: <https://github.com/SiftingIO> · hub: <https://sifting.io/sdks>. There's also an official MCP server (`SiftingIO/siftingio-mcp`). ### Python: `siftingio` (PyPI, Python 3.9+) ```bash pip install siftingio ``` ```python from siftingio import
SteliosgeoxCopilot instructionsSteliosgeox/context-ai-mcp-server/.github/copilot-instructions.md
Copilot Instructions ## MCP Server Development Guidelines This is an MCP (Model Context Protocol) server project that provides enhanced context and capabilities to AI assistants. ### Key Features - **Workspace Analysis**: Comprehensive analysis
svg153Copilot instructionssvg153/github-stars-contrib-mcp-server/.github/copilot-instructions.md
GitHub Stars Contributions MCP Server - AI Coding Instructions ## Architecture Overview This is a Model Context Protocol (MCP) server built with FastMCP that provides tools for managing GitHub Stars contributions
taurgisCopilot instructionstaurgis/mcp-aegis/.github/copilot-instructions.md
Aegis? **MCP Aegis** is a Node.js testing framework designed specifically for **Model Context Protocol (MCP) servers**. It's the definitive tool for validating MCP server implementations through both declarative YAML
tentaclequingCopilot instructionstentaclequing/AUDISTO-MCP/.github/copilot-instructions.md
AUDISTO-MCP: Codebase Guide ## Project Overview AUDISTO-MCP is an MCP server that connects AI agents to Audisto's technical SEO API (v2.0). It provides three tools: `get_help
theinternetiCopilot instructionstheinterneti/TTA.dev/.github/copilot-instructions.md
existing L0 state instead of creating parallel coordination systems ## Hindsight Memory Hindsight MCP server is available at `http://localhost:8888/mcp/`. Use it deliberately. **Session start** — before any non-trivial task
theopenconversationkitCopilot instructionstheopenconversationkit/tock-mcp-server/.github/copilot-instructions.md
documentation, technical knowledge, or FAQ lookup, use the `ask_tock` tool from the `tock-mcp-server`. ### Headers Always include the `headers` argument when calling `ask_tock`. | Header | Description | Values
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.
