Use this reference when changes affect Claude Code skill symlinks, .claude/settings.json, .claude/agents/*.md, hooks, MCP config, or user-scope Claude paths. The core agentic QA asserts: For user scope, isolate both: Then assert Claude runtime files under $HOME/.claude/agents/ and user skills under $DOTAGENTS_HOME/skills/. Use these checks when a branch affects plugin output for Claude. Run them inside the Docker QA container, against a retained QA project: The task creates a fresh Claude-only fixture, validates the generated plugin and marketplace, adds the marketplace,…
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This repo ships a plugin for Claude Code and GitHub Copilot that provides AI-assisted Dataverse / Power Platform development. The plugin consists of skill files (SKILL.md) that teach the agent how to use the Python SDK, PAC CLI, MCP server, and Dataverse Web API. The plugin is loaded via: Skill files live under .github/plugins/dataverse/skills/<skill-name>/SKILL.md. Run the static eval suite. It checks every skill file for code correctness, auth pattern compliance, and routing consistency: Exit code 0 = all checks pass.…
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Sico is an open-source AI agent platform with three main services that communicate via gRPC and a bidirectional "reverse RPC" pattern. The backend handles HTTP APIs and persistence, the core handles AI/LLM orchestration, and the frontend provides a React dashboard. The frontend lives in this repository and builds from source. frontend/ is a pnpm + Turborepo monorepo (frontend/package.json, packages/{app,shared,ui,config}/). The production image is built by a multi-stage Dockerfile (frontend/deployments/docker/Dockerfile) that runs pnpm install --frozen-lockfile && pnpm build and serves the…
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Shared engineering configuration. Contains no runtime code and has no scripts — consumed by other packages only. Do not modify these config files casually. They are the single source of truth for engineering standards — every change ripples to every consumer. If a package needs different behavior, override at the consumer instead of editing the base: Depends on: none (zero deps) · Depended on by: @sico/ui, @sico/shared, @sico/app.
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Cross-app code that's not pure UI — hooks, atoms, services, schemas, composer components, and full feature implementations. DWP (superset app) consumes features from here directly. npm run dev (Storybook :6007) / lint / test / build-storybook. Depends on: @sico/config (dev), @sico/ui · Depended on by: @sico/app.
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Design tokens + Atomic components for SICO. React 19 + Tailwind CSS v4 + shadcn/ui restyles. npm run dev (Storybook :6006) / lint / test / build-storybook. Each component is a 4-file unit: Development is driven by skills. Always invoke the relevant skill before writing code. Depends on: @sico/config (dev) · Depended on by: @sico/shared, @sico/app.
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You are helping a developer work with Race Condition, an open-source multi-agent marathon simulation built with Google ADK and Gemini. It was demonstrated at the Google Cloud Next '26 Developer…
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A harness is the agent codebase that wraps an LLM to solve benchmark tasks — it includes the system prompt, tool definitions (docstrings), tool implementations, agent loop logic, and hook configurations. The harness determines how the LLM perceives tools, plans actions, and handles edge cases. A candidate is a specific version of this harness codebase, stored as an isolated git worktree. This pipeline iteratively optimizes a harness to improve its performance on a target benchmark. Each iteration evaluates a candidate…
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Before making any changes to this repository, read and follow the coding standards in .github/copilot-instructions.md. This repository defines reusable agent runbooks in .github/agents/. When a user asks to create a study, run a test, or set up a subjective quality experiment, follow the instructions in the relevant agent file. When triggered, read the full agent file and execute its workflow step by step.
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KubeFleet is a CNCF sandbox project that provides multi-cluster application management for Kubernetes. It uses a hub-and-spoke architecture with two main components:
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This repository contains the Pragmatic Rust Guidelines - a collection of design guidelines for Rust developers, published as an mdBook at https://microsoft.github.io/rust-guidelines. Requires mdbook to be installed. Each guideline has a unique identifier in the form M-FOO-BAR and resides in its own markdown file M-FOO-BAR.md within the src/guidelines/ directory. Guidelines follow this structure: Guidelines should be beneficial for safety/COGs/maintenance, agreeable to experienced Rust developers, and comprehensible to novices. Titles should follow the style of the Rust API Guidelines, such as:
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This section provides additional context for AI coding assistants helping users with this template. BEFORE any other action, run databricks auth profiles to check authentication status. This helps you understand:…
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@AGENTS.md # MLflow Model Serving to Databricks Apps Migration Follow the instructions in AGENTS.md to help users migrate their agents from Databricks Model Serving to Databricks Apps.
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This project uses Databricks AppKit packages. For AI assistant guidance on using these packages, refer to: For enhanced AI assistance with Databricks CLI operations, authentication, data exploration, and app development,…
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This is a production-ready, full-stack chatbot application built specifically for Databricks environments. It provides a web-based chat interface for interacting with Databricks Agent Serving endpoints, Agent Bricks, and Foundation Model…
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This is a production-ready, full-stack chatbot application built specifically for Databricks environments. It provides a web-based chat interface for interacting with a Unity Catalog model service via the Databricks Unity…
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A file Claude Code reads at the start of every session. It holds the commands, conventions and warnings the agent needs for this project.
Where does it go?
At the repository root. Claude Code also reads CLAUDE.md files in subdirectories when it works there.
What should it contain?
Build and test commands, the project's layout, conventions that aren't obvious from the code, and mistakes to avoid. Short files tend to work better than long ones.
CLAUDE.md or AGENTS.md?
Claude Code reads CLAUDE.md; most other agents read AGENTS.md. Many projects keep one and point the other at it.
SentryCLAUDE.md
