Outline Driven Development

Use when configuring ADC sampling time, DMA-driven ADC, calibration, or DAC channel setup on bare-metal MCUs. Not for the DMA stream itself: use dma-baremetal.

中文简介正在准备中。当前显示原文说明。

Use when diagnosing cache misses with perf, fixing false sharing, choosing AoS or SoA layout, or adding software prefetch. Not for cache theory: use memory-hierarchy-and-caches.

中文简介正在准备中。当前显示原文说明。

Use when a course needs numbered problem, solution, and explainer scaffolds. Not for a CLI or Next.js project scaffold: use scaffold-nextjs.

中文简介正在准备中。当前显示原文说明。

Use when reading llc output, tracing IR through legalization and instruction selection, or scoping a new LLVM target. Not for IR-level passes: use llvm-ir-and-passes.

中文简介正在准备中。当前显示原文说明。

Use when the user wants a course, a learning workspace, or ongoing teaching across sessions, with cited lessons and retention-gated advancement. Not for one-off explanations: use explain-concept.

中文简介正在准备中。当前显示原文说明。

Use when the user wants to be walked through code, not handed a report: "walk through this", "guided code walk", or "explain this codebase". Not for tasks that require source or remote-system changes.

中文简介正在准备中。当前显示原文说明。

Use when creating AF_XDP sockets, configuring UMEM and XSK rings, writing an XDP redirect program, or choosing copy versus zero-copy mode. Not for full kernel bypass: use dpdk.

中文简介正在准备中。当前显示原文说明。

Use when a concept needs making clear rather than practising: explain simply, why does this exist, draw it, or simplify for a beginner. Not for scaffolded practice: use drill.

中文简介正在准备中。当前显示原文说明。

Use when a concept needs practising: the user asks for an exercise, quiz, recall, or gap probe. Not for explanations: use explain-concept.

中文简介正在准备中。当前显示原文说明。

Use when tuning or profiling native code on Apple M-series Macs: unified memory, 16 KiB pages, Accelerate and Metal for matrix work, xctrace and leaks, Rosetta 2, or sysctl hardware queries.

中文简介正在准备中。当前显示原文说明。

Use when the user asks for onboarding, orientation, a repository tour, or where to start. Produces an evidence-backed seven-section map, deep-reads real files, and asks for the next move.

中文简介正在准备中。当前显示原文说明。

Use when reading GCC or Clang x86-64 assembly, writing inline asm, decoding AT&T syntax, or applying System V AMD64 register rules. Not for SIMD intrinsic selection: use simd-intrinsics.

中文简介正在准备中。当前显示原文说明。

Use when writing Bazel BUILD files with cc_library or cc_binary rules, Bzlmod dependencies, toolchain registration, remote execution, sandbox debugging, or bazel query and cquery graphs.

中文简介正在准备中。当前显示原文说明。

Use when building static archives with ar, stripping or converting binaries, mapping crash addresses with addr2line, or demangling C++ symbols. Not for ELF analysis: use elf-inspection.

中文简介正在准备中。当前显示原文说明。

Use when asked to create an explainer document for a concept, diff, idea, or work recap. Drafts and verifies it in a scratch directory. Not for one-screen explanations: use explain-concept.

中文简介正在准备中。当前显示原文说明。

Use when -O3 leaves a hot loop scalar, spills appear in assembly, or a PGO or BOLT deployment is planned or stalls. Not for machine lowering: use code-generation-and-backends.

中文简介正在准备中。当前显示原文说明。

Use when adding C/C++ dependencies with Conan or vcpkg, managing binary compatibility, integrating with CMake via conanfile.txt or vcpkg.json, or choosing between Conan and vcpkg.

中文简介正在准备中。当前显示原文说明。

Use when reading TSan race reports, debugging deadlocks with GDB thread inspection, analyzing Helgrind lock-order violations, or reviewing std::atomic and happens-before usage.

中文简介正在准备中。当前显示原文说明。

Use when authorized workflow history may contain a repeated process worth extracting and replay-testing. Produces a contradiction-tested workflow mined from authorized history.

中文简介正在准备中。当前显示原文说明。

Use when explaining branch predictors, mispredict penalties, speculative execution, Spectre or Meltdown mitigations, or branchless code. Not for pipeline stage theory: use cpu-pipelines-and-hazards.

中文简介正在准备中。当前显示原文说明。

Use when the user asks to discover, group, and summarize work records across multiple systems for a given period or project. Not for organizing projects into child documents or local-only summaries.

中文简介正在准备中。当前显示原文说明。

Use when a user asks to mine recent chats for workflow preferences. Don't use for tasks that require source or remote-system changes.

中文简介正在准备中。当前显示原文说明。

Use when a user, especially a new hire, asks for mentoring, guidance, or explanation of infrastructure or engineering practices. Not for code changes.

中文简介正在准备中。当前显示原文说明。

Use when the user points to a study-material folder and asks to make it teachable. Not for remote, credential, publish, deploy, or irreversible changes.

中文简介正在准备中。当前显示原文说明。