Skill Claude CodeCodex
Guide for implementing REST and GraphQL APIs (create, get, search, update, delete, purge, scope prefix patterns, admin prefix, SearchScope, BaseFilterAdapter, @apifunction, Click CLI).
Skill Claude CodeCodex
./bai v2 CLI usage for testing/verifying API endpoints and managing resources — entity-command reference, login/config, search patterns, testing workflow (REST API client, NOT the v1 backend.ai CLI).
Skill Claude CodeCodex
Guide for writing and managing BEPs (Backend.AI Enhancement Proposals) - creation workflow, document segmentation, context-for-ai blocks, Decision Log.
Skill Claude CodeCodex
Guide for implementing Backend.AI client SDK and CLI (Session, BaseFunction, @apifunction, Click commands, Pydantic models, FieldSpec, output handlers, APIConfig, testing).
Skill Claude CodeCodex
Trace a feature across the layered architecture (REST v2, GraphQL, Service, Repository, DB, Errors) and explore the entity source tree — includes how to read the 21k-line supergraph.graphql without loading it whole.
Skill Claude CodeCodex
Inspect and apply database schema migrations (alembic current/heads, upgrade, downgrade, diverged heads) for Backend.AI components (manager, accountmgr, appproxy).
Skill Claude CodeCodex
Diagnose and fix Docker Compose halfstack issues — config mapping, service health, DB/Valkey/etcd inspection, supergraph regeneration.
Skill Claude CodeCodex
Search and author KNOWLEDGE.md background-knowledge documents - frontmatter schema, search/check scripts, and the generated/verified lifecycle rules.
Skill Claude CodeCodex
Local server management — ./dev start/stop/restart via tmux, startup-crash debugging, pre-flight infra checks, raw component start-server commands, post-change restart workflow.
Skill Claude CodeCodex
Observe Backend.AI logs, metrics, and traces during local development via the Grafana MCP (Loki logs, Prometheus metrics, Tempo traces, Pyroscope profiles). Use after restarting a service to verify behavior instead of tailing console output.
Skill Claude CodeCodex
Guide the Backend.AI release process - run release.sh, generate changelog via towncrier, consolidate RC entries for final releases with subsection grouping.
Skill Claude CodeCodex
Guide for implementing Backend.AI repository patterns (create, get, search, update, delete, purge, batch operations, Querier, BatchQuerier, Creator, Updater, Purger, SearchScope, withtables).
Skill Claude CodeCodex
Guide for implementing Backend.AI service layer (create, get, search, update, delete, purge, batch operations, Actions, ActionResults, Processors, ActionProcessor, Service methods).
Skill Claude CodeCodex
Complete submission workflow - quality checks, commit, PR creation, changelog generation, and final push. Use after finishing implementation work.
Skill Claude CodeCodex
Test-writing guide for Backend.AI — propose success/exception/edge scenarios first, refine them with the user, then implement while reporting per-scenario verification status. Covers fixtures, withtables, mock repositories, pants test, optional TDD cadence.
MCP server Claude CodeCodexCursor +2
MCP server "grafana", hosted remotely at localhost, as configured in lablup/backend.ai.
Instructions file CodexOpenCode
AGENTS.md instructions for lablup/backend.ai, covering ai coding agent guidelines, document structure (agents.md / knowledge.md), writing style, document index and absolute rules (global).
Instructions file
Claude Code instructions for lablup/backend.ai, a project described as: Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, Gaudi NPU, Google…