areal-project

Upgrade focused runtime dependencies in AReaL. First validates and updates per-package API checklists for structural completeness, then updates pyproject files, resolves conflicts, locks, updates the Dockerfile, and audits API compatibility against the…

Read-only pull request review workflow with risk analysis, targeted checklists, and Codex subagent consultation.

AReaL commit message conventions. MUST load on every git commit -- provides Conventional Commits format with scope inference from file paths.

AReaL commit message conventions. MUST load on every git commit -- provides Conventional Commits format with scope inference from file paths.

AReaL commit message conventions. MUST load on every git commit -- provides Conventional Commits format with scope inference from file paths.

Guide for adding a new model to the Archon engine. Use when user wants to add support for a new HuggingFace model architecture in ArchonEngine.

Guide for adding a new dataset loader to AReaL. Use when user wants to add a new dataset.

Guide for adding a new reward function to AReaL. Use when user wants to create a reward function.

Start, discuss, observe, steer, resume, or review a persistent goal in AReaL-RSI. Use when the user requests AReaL-RSI or asks to delegate work to its independent runtime, including /areal-rsi. Do not use for ordinary coding tasks unless the user chooses RSI.

Set up or repair the AReaL-RSI plugin's local CLI installation. Use during plugin onboarding or when the user requests AReaL-RSI installation or update help.

Optimize AReaL-TIK's bitwise-aligned CUDA attention kernels on H20, H200, or A100 using the repository's GPU prompts, evaluator, and persistent search records. Use for kernel optimization or resuming a search, not ordinary documentation edits.