Updates: fabric-collection is a third-party marketplace, so enable auto-update once: run /plugin, open Marketplaces, select fabric-collection, and choose Enable auto-update. Administrators can instead set "autoUpdate": true on its extraKnownMarketplaces entry in managed settings. To update on demand, run claude plugin update <plugin>@fabric-collection. If these files were copied in loosely rather than installed as a plugin, compare the local package.json version against the remote (git fetch origin main --quiet && git show origin/main:package.json) and re-copy if it is newer. This project…
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postgres-meta is a RESTful API for managing PostgreSQL databases. It provides a normalized interface over the PostgreSQL system catalog, exposing database objects (tables, columns, functions, etc.) through a Fastify-based REST API. The library can be used both as a standalone server and as an npm package. The dev server uses nodemon with ts-node/esm loader and pipes output through pino-pretty for readable logs. Build process: TypeScript compilation (tsc) + copying src/lib/sql/*.sql files to dist/lib/sql/ via cpy-cli. Tests use Vitest with snapshot…
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Claude Code reads CLAUDE.md, not AGENTS.md. This repo keeps its agent instructions in AGENTS.md so that every coding agent reads the same file; the import below pulls them in. Add…
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@../AGENTS.md Follow the imported agent-specific repository policy for all code, review, commit, and pull request work. Consult the linked human process documents on demand only when the task needs more…
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NVIDIA FLARE (NVFlare) is a domain-agnostic, open-source Python SDK for federated learning. It allows ML/DL workflows to be adapted to a federated paradigm, enabling secure, privacy-preserving distributed multi-party collaboration. Key capabilities: PyTorch/TensorFlow/Scikit-learn/XGBoost support, horizontal and vertical FL, built-in FL algorithms (FedAvg, FedProx, FedOpt, Scaffold, Ditto), privacy preservation (differential privacy, homomorphic encryption, PSI). NVFlare uses a server-client federated architecture: - Server: Runs a Controller that schedules Tasks and aggregates results - Clients: Run Executors that execute tasks on local data -…
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Read program.md first. Treat it as the general control plane. Then read the active task profile; use tasks/cifar10/profile.md by default. Use AGENTS.md and the active task's mutation_schema.yaml only as supporting guardrails.
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This directory contains JSON files for OpenTelemetry semantic convention namespaces used by the search-events tool's embedded AI agent. Each JSON file represents a namespace and follows this structure: Most files…
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ProgramBench evaluates whether LM-based SWE-agents can reverse-engineer black-box software systems. The workflow: take an open-source CLI tool (mostly Rust/Go), compile it into a Docker image with source removed, then have an LM agent re-implement it from scratch by interacting only with the binary. Behavioral tests (also LM-generated) score the re-implementation. Some behavioral tests are unreliable and are excluded from scoring. Each excluded test is recorded under branches.<hash>.ignored_tests[] in a task's tests.json, with one or more reasons[].id explaining why. All ignored…
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This document provides comprehensive instructions for AI-assisted development of the MicrosoftFabricMgmt PowerShell module located in tools/MicrosoftFabricMgmt/. This module provides a robust interface for managing Microsoft Fabric resources via the Fabric API. Module Purpose: Enterprise-grade PowerShell module for Microsoft Fabric resource management with excellent error handling, comprehensive logging, and outstanding documentation. Build System: Sampler - Modern PowerShell module scaffolding and build framework Key Frameworks: - PSFramework: Configuration management and logging (Documentation) - Pester: Unit and integration testing - PlatyPS: Help documentation…
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This directory contains a Python-based Model Context Protocol (MCP) server that wraps the MicrosoftFabricMgmt PowerShell module and exposes its capabilities to AI assistants (Claude, GitHub Copilot, etc.). DO NOT edit the PowerShell module source here. All PowerShell module development belongs in ../MicrosoftFabricMgmt/source/ and must follow the module's own CLAUDE.md. Key principle: Python is a thin protocol-translation layer only. All Fabric API logic lives in the PowerShell module. Python does not call Fabric REST APIs directly. Maintains a single long-lived pwsh…
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This is the low-level MongoDB PHP extension (mongodb), written in C. It wraps libmongoc and libbson to expose a minimal PHP API for core driver functionality. Higher-level APIs live in the separate MongoDB PHP Library. Issues are tracked in the PHPC JIRA project. Commit messages and branch names reference JIRA ticket IDs (e.g., PHPC-2215). make test compiles the extension and loads it automatically — no need to run make all or make install first. For failed tests, all intermediate files…
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@CONTRIBUTING.md See DESIGN.md for the architectural overview. If a change to buffa-codegen (notably message.rs, impl_message.rs, view.rs, oneof.rs, enumeration.rs, imports.rs) affects generated output, you must regenerate checked-in code before committing, or CI (check-generated-code) will fail: Most codegen changes don't touch descriptor-specific paths, so gen-wkt-types and gen-option-types are usually sufficient. A quick check: git status after task lint — if buffa-types/src/generated/ or buffa-proto-options/src/generated/ shows as modified, you forgot to commit the regen. Before producing a commit, run both review agents in parallel…
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Wrappers is a development framework for PostgreSQL Foreign Data Wrappers (FDWs), written in Rust. It enables querying external data sources (APIs, databases, files) as if they were regular PostgreSQL tables. The project is maintained by Supabase. Documentation: https://fdw.dev/ | API Docs: https://docs.rs/supabase-wrappers The project uses a single root Cargo workspace (Cargo.toml) containing supabase-wrappers, supabase-wrappers-macros, wrappers, and every crate under wasm-wrappers/fdw/. All members share one Cargo.lock and one MSRV. default-members is scoped to the native crates so a bare cargo build/cargo…
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A declarative schema migration tool for PostgreSQL that computes the difference between two database schemas and generates minimal, optimized SQL to migrate from one to the other with zero-downtime where possible. Problem Solved: Developers declare their desired database schema in DDL files, and pg-schema-diff automatically generates safe, optimized migration SQL that minimizes downtime and locks. Key Features: - Computes diffs between schemas (DDL files, databases, or directories) - Generates SQL using native Postgres online operations (concurrent index builds, online constraint…
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This is an MCP (Model Context Protocol) server that acts as a thin connector between AI coding assistants and a running Next.js dev server. It discovers running Next.js 16+ dev…
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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.
MicrosoftCLAUDE.md
