Instructions for agents working in the berd/bb-cli package. sq which agent-tools should point at the package-local sqbin/agent-tools.exoskeleton. If sq agent-tools <extension> ... prints synthesized submenu help instead of the exoskeleton output, compare against ./sqbin/agent-tools.exoskeleton <extension> ... to distinguish outer sq wrapper behavior from bb-cli behavior. External docs: https://clig.dev/llms.txt -> guide you can consult to write better command-line programs, taking traditional UNIX principles and updating them for the modern day.
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An agent (persona) is a saved configuration a chat session runs against: a name, avatar, provider/model selection, and its own instructions/system prompt. Creating, editing, importing, or sharing one is the agent-builder skill's job, not this skill's — hand off rather than duplicate that workflow. Source lives in src/features/agents/; verify specifics (avatar library behavior, import/export formats, provider/model fields) there rather than from memory, since agent capabilities have been under active change.
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This folder contains the in-app Goose Design System Explorer. Treat it as a real product surface, not a docs dump. Every component page should use the same structure unless Morgan explicitly asks for a different treatment: 1. PageIntro with a short human-readable purpose. 2. ComponentSpec using the component name. This pulls source, variants, and slots from the generated manifest. Do not hand-write those facts. 3. ComponentPlayground for the live component preview and controls. 4. ComponentTokenDetails for the current preview's color…
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Use the primitives in src/shared/ui/ as the default way to build interface elements. Prefer extending these components over recreating their styling in feature code. All buttons within a single surface zone must use the same size. Footer buttons in dialogs are the default Button size. Toolbar buttons are xs. Page-level actions are default. Never mix sizes within a footer, toolbar, or inline button group — if one button needs to be smaller, the whole group steps down together. The button…
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* Review the CONTRIBUTING.md file for instructions to build and test the software. * Run the .github/Prime-ForCopilot.ps1 script (once) before running any dotnet or msbuild commands. If you see any…
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This app is scaffolded from a Shopify app template. See the README for framework-specific details. Use the Shopify AI Toolkit for all Shopify API and platform work. If missing, install it in the agent host per that page (or npx skills add Shopify/shopify-ai-toolkit --list for skill-compatible hosts) — do not add tooling to this repo.
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This document provides context for AI coding agents (Claude Code, GitHub Copilot, etc.) working on the spark-rapids project. - These rules translate the agent-actionable requirements from CONTRIBUTING.md and CODE_REVIEW_GUIDELINES.md. Consult…
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AI agents with real-time knowledge base access. Project-specific guides for AI-assisted customization. When the user asks to add a tool, source, bot adapter, or rename the project, follow the corresponding skill:
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This repository contains the public cf npm CLI and its command generator. cf is an agent-first CLI for the whole Cloudflare API. Shared Forge code is installed from a commit-pinned pkg.pr.new build until it is available on npm. - CLI instructions: command, generator, dotenv, child-process, and runtime conventions when working in packages/cli/. - Wrangler test instructions: parity classification and generated test inventory rules. - Architecture reference: detailed layout, library map, generator behavior, UX, flags, dependency updates, and publishing. Read the…
Cloudflare CLI. Yargs-based, TypeScript, ESM, Node ≥ 22. This package IS the CLI. It also owns the generator that produces its per-API command surface: the forge plugin in generator/plugin/, which forge runs (--target wasm://...) to write src/commands/_generated/. The cross-cutting runtime (src/index.ts and generic helpers under src/lib/) must remain a generic shell over whatever commands the generator emits into src/commands/_generated/. Product-specific behavior belongs in Forge unless it is one of the deliberately bounded hand-written exceptions below or the universal zone-name resolver…
This package runs canonical Wrangler test situations against cf. The pinned revision, inventory shape, and regeneration command are documented in README.md; MANIFEST.md is the generated inventory. - Upstream test names and describe() ancestry are canonical identities. Do not rename or delete them when adapting command paths or assertions for cf. - A passing test is executable parity evidence. Use it.todo() when the behavior belongs in cf but is not working or ported yet. Use it.skip() only for Wrangler internals or…
Start with program.md. It is the general research-org entry point for the agent. Then read the active task profile. If the human does not specify one, use tasks/cifar10/profile.md. Use the active task's mutation_schema.yaml only when program.md or the active task profile directs you to the hard mutation bounds, or when choosing a mutation axis. If anything here conflicts with program.md, follow program.md unless a human explicitly overrides it. If a task profile conflicts with generic program.md text on task budget,…
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cuDNN Frontend (FE) is a header-only C++ library plus a Python package (nvidia-cudnn-frontend, imported as cudnn) that wraps the cuDNN Graph API, and a growing set of open-source CuTeDSL kernels (SDPA/Flash Attention, MoE grouped GEMM fusions, fused normalizations). Directory-specific guides: include/cudnn_frontend/AGENTS.md (C++ library), python/cudnn/AGENTS.md (Python API + OSS kernels), test/AGENTS.md (running tests), samples/AGENTS.md. C++ (builds samples + tests by default): CMake options (defaults): CUDNN_FRONTEND_BUILD_SAMPLES=ON, CUDNN_FRONTEND_BUILD_TESTS=ON, CUDNN_FRONTEND_BUILD_PYTHON_BINDINGS=OFF, CUDNN_FRONTEND_SKIP_JSON_LIB=OFF. The C++ build uses -Werror (/WX on MSVC) with -Wall -Wextra -Wpedantic —…
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The header-only C++ library (CMake INTERFACE target cudnn_frontend, C++17). Umbrella header: include/cudnn_frontend.h. Build/test commands: ../../AGENTS.md. Legacy flat API (include/cudnn_frontend_*.h: Tensor, Operation, ExecutionPlan, Heuristics...) is maintained but frozen — new features target the graph API under this directory.
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The cudnn Python package: nanobind-backed graph API plus pure-Python frontend-only OSS kernels (CuTeDSL). See README.md in this directory for the package inventory and ../../AGENTS.md for build/test commands. - import cudnn must work without torch/cutlass/cuda-python installed. Everything that needs them is exported lazily via _LAZY_OPTIONAL_IMPORTS in __init__.py — a module-level __getattr__ imports the submodule on first attribute access and re-raises failures as ImportError that names the missing framework module (torch, jax, cuda-python) alongside the base pip install nvidia-cudnn-frontend hint — or,…
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SDPA-specific hard rules, on top of the package-wide Rules 1-5 in ../AGENTS.md. Numbered S1, S2, ... so reviews can cite them without colliding with the package-wide numbering; the list grows — append, never renumber. Paged live-page counts are scalar integer arithmetic. Preserve the existing (length + page_size - 1) // page_size expression in persistent loaders: CuTe DSL 4.8 can lower cute.ceil_div(Int32, Int32) through tile operations and fail with an illegal cute.derefine, even when both inputs are scalar. The page8 case…
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Usage examples for the C++ graph API and the Python API. Build commands: ../AGENTS.md. Samples need a GPU + cuDNN backend at runtime; individual cases SKIP() on unsupported arch or backend version.
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BlockAGENTS.md
