hw-native-sys/simpler

hw-native-sys/simpler · .claude/skills/benchmark/SKILL.md · Benchmark runtime performance on hardware. If the current branch has commits ahead of upstream/main or uncommitted…

hw-native-sys/simpler · .claude/skills/checkout-pr/SKILL.md · Add a remote for a given PR's head repository and checkout a local pr-xxx-work branch. Use when the user wants to work…

hw-native-sys/simpler · .claude/skills/clean-branches/SKILL.md · Remove stale local and remote git branches that have been merged into main. Detects regular merges and squash merges…

hw-native-sys/simpler · .claude/skills/core-swimlane/SKILL.md · Produce a Core swimlane (the L0/intra-core AICore pipeline) for one task — a single kernel or a mix — via the…

hw-native-sys/simpler · .claude/skills/create-issue/SKILL.md · Create a GitHub issue following the project's issue templates. Classifies the issue type, fills required fields per…

hw-native-sys/simpler · .claude/skills/develop-task/SKILL.md · Plan and deliver a complete simpler task with design alignment, an internal dependency graph, parallel agents, reviewed…

hw-native-sys/simpler · .claude/skills/dfx-analyze/SKILL.md · Analyze an onboard run's performance/scheduling/dependency/dump data using simpler's BUILT-IN DFX tools…

hw-native-sys/simpler · .claude/skills/fix-issue/SKILL.md · Implement a GitHub Issue as its assignee or delegated contributor, selecting direct repair or develop-task planning and…

hw-native-sys/simpler · .claude/skills/fix-pr/SKILL.md · Fix GitHub PR issues — address all PR feedback (inline review threads, review summary bodies, and conversation…

hw-native-sys/simpler · .claude/skills/git-commit/SKILL.md · Complete git commit workflow including pre-commit review, staging, message generation, and verification. Use when…

hw-native-sys/simpler · .claude/skills/github-pr/SKILL.md · Create or update a GitHub pull request after committing, rebasing, and pushing changes. Use when the user asks to…

hw-native-sys/simpler · .claude/skills/hbg-bind-phases/SKILL.md · Measure host_build_graph's `bind` phases — the host-side stage between "caller data in place" and "device can start"…

hw-native-sys/simpler · .claude/skills/insight-trace/SKILL.md · Generate a MindStudio Insight trace for any `kernel_entry(args)` style kernel in this repo — SPMD mix, AIC-only…

hw-native-sys/simpler · .claude/skills/maintainer/SKILL.md · Maintain GitHub Issues and PRs through an action table, focused user decisions and recurring monitoring or a requested…

hw-native-sys/simpler · .claude/skills/multi-repo-dsv4flash-setup/SKILL.md · Concrete guide to benchmark DeepSeek-V4 (dsv4) FLASH on NPU against the current worktree's simpler — the three decode…

hw-native-sys/simpler · .claude/skills/multi-repo-qwen-setup/SKILL.md · Concrete qwen3-14B guide on NPU against the current worktree's simpler. Points at simpler's own in-repo…

hw-native-sys/simpler · .claude/skills/multi-repo-setup/SKILL.md · Set up a cross-repo investigation when a workload from another repo (pypto, pypto-lib, pypto-serving, etc.) needs to be…

hw-native-sys/simpler · .claude/skills/onboard-arch-precheck/SKILL.md · Detect the host's actual Ascend silicon and refuse mismatched `--platform` onboard hardware test invocations BEFORE any…

hw-native-sys/simpler · .claude/skills/perf-example-device/SKILL.md · Benchmark the hardware performance of a single example ($ARGUMENTS). Use when the user asks to benchmark or measure the…

hw-native-sys/simpler · .claude/skills/perf-runtime-device/SKILL.md · Benchmark the hardware performance of all scene tests under a runtime (tests/st/<arch>/<runtime>/, $ARGUMENTS). Use…

hw-native-sys/simpler · .claude/skills/process-issue/SKILL.md · Process a GitHub Issue as a maintainer, from triage and ownership routing through dependencies and evidence-based…

hw-native-sys/simpler · .claude/skills/process-pr/SKILL.md · Process a GitHub PR as a maintainer, routing review, following revisions, checking merge readiness and reconciling…

hw-native-sys/simpler · .claude/skills/profile/SKILL.md · Run an example ($ARGUMENTS) with profiling enabled on hardware and report the swimlane/timing breakdown. Use when the…

hw-native-sys/simpler · .claude/skills/review-pr/SKILL.md · Review a GitHub PR by analyzing the correct diff (merge-base to HEAD), reconciling stated vs. real goal, and applying…

hw-native-sys/simpler · .claude/skills/test-all-device/SKILL.md · Run the full hardware (onboard) CI pipeline (examples + tests/st) with automatic platform and device detection. Use…

hw-native-sys/simpler · .claude/skills/test-all-sim/SKILL.md · Run the full simulation CI pipeline (examples + tests/st) on a2a3sim/a5sim. Use when the user asks to run all sim tests…

hw-native-sys/simpler · .claude/skills/test-example-device/SKILL.md · Run the hardware (onboard) device test for a single example/scene-test directory ($ARGUMENTS). Use when the user asks…

hw-native-sys/simpler · .claude/skills/test-example-sim/SKILL.md · Run the simulation test for a single example/scene-test directory ($ARGUMENTS). Use when the user asks to run one…

hw-native-sys/simpler · .claude/skills/test-runtime-device/SKILL.md · Run hardware (onboard) device tests for one runtime ($ARGUMENTS — host_build_graph or tensormap_and_ringbuffer). Use…

hw-native-sys/simpler · .claude/skills/test-runtime-sim/SKILL.md · Run simulation tests for one runtime ($ARGUMENTS — host_build_graph or tensormap_and_ringbuffer). Use when the user…

hw-native-sys/simpler · .claude/skills/testing/SKILL.md · Testing guide and pre-commit testing strategy for simpler. Use when running tests, adding tests, or deciding what to…

hw-native-sys/simpler · .claude/skills/weekly-changelog/SKILL.md · Summarize user-facing changes merged in the current Friday-anchored week (most recent Friday up through yesterday) in…

hw-native-sys/simpler · AGENTS.md

hw-native-sys/simpler · CLAUDE.md