mohitmishra786/low-level-dev-skills

cpp-templates

C++ template skill for reading template errors and optimizing compile times.

소스 보기

사용 방법

  1. 설치 명령을 복사하고 자신의 에이전트 환경에 설치하기 전에 소스 패키지를 확인하세요.
  2. 필요한 도구, 인증 정보, 지원 환경은 원본 문서에서 확인하세요.
  3. 입력과 원하는 산출물을 설명하고 출처와 결과를 대조하세요.
npx skills add https://github.com/mohitmishra786/low-level-dev-skills --skill cpp-templates

시작 전 확인

  • 설치에는 모델 구독, API 한도, 파일 접근 권한이 포함되지 않습니다.
  • 별점 수와 설치 수는 활동 지표이며 독립적인 품질·보안 검증이 아닙니다.
원본 Skill 문서

원본 저장소의 제목, 예시, 코드, 표, 링크, 이미지를 유지해 표시합니다.

C++ Templates

Purpose

Guide agents through reading and fixing template error messages, using concepts as cleaner constraints, understanding SFINAE vs concepts trade-offs, and profiling template instantiation depth and compile times with Templight.

Triggers

  • "How do I read this massive C++ template error?"
  • "How do I use concepts to constrain a template?"
  • "What's the difference between SFINAE and concepts?"
  • "My templates make compilation very slow"
  • "How do I write a requires-clause?"
  • "How do I profile template instantiation times?"

Workflow

1. Reading template error messages

Template errors print full instantiation chains. Strategy: read from the bottom up.

text
prog.cpp:25:5: error: no matching function for call to 'sort'
  std::sort(v.begin(), v.end());
  ^~~~~~~~~
/usr/include/c++/13/bits/stl_algo.h:4869:5: note: candidate:
    template<class _RAIter>
    void std::sort(_RAIter, _RAIter)
note: template argument deduction/substitution failed:
prog.cpp:25:5: note: 'MyType' is not a valid type for this template
                             ^~~~~~~~

Rules for reading:

  1. Find the first error line (top of output) — that's your code
  2. Skip all the note: lines until you find "required from here" or "in instantiation of"
  3. The bottom of the stack shows the type that failed substitution
bash
# Limit backtrace depth to reduce noise
g++   -ftemplate-backtrace-limit=3  prog.cpp
clang -ftemplate-depth=32           prog.cpp   # default 1024

# Show simplified errors (GCC 12+)
g++ -fconcepts-diagnostics-depth=3  prog.cpp   # for concept failures

2. SFINAE — legacy constraint technique

SFINAE (Substitution Failure Is Not An Error) silently removes overloads that fail substitution:

cpp
#include <type_traits>

// Enable function only for arithmetic types
template <typename T,
    std::enable_if_t<std::is_arithmetic_v<T>, int> = 0>
T square(T x) { return x * x; }

// SFINAE with return type
template <typename T>
auto to_string(T x) -> std::enable_if_t<std::is_integral_v<T>, std::string> {
    return std::to_string(x);
}

// Void-t technique for detecting member existence
template <typename, typename = void>
struct has_size : std::false_type {};

template <typename T>
struct has_size<T, std::void_t<decltype(std::declval<T>().size())>>
    : std::true_type {};

SFINAE errors are cryptic. Prefer concepts (C++20) for new code.

3. Concepts — modern constraints (C++20)

cpp
#include <concepts>

// Define a concept
template <typename T>
concept Arithmetic = std::is_arithmetic_v<T>;

template <typename T>
concept Printable = requires(T x) {
    { std::cout << x } -> std::same_as<std::ostream&>;
};

template <typename T>
concept Container = requires(T c) {
    c.begin();
    c.end();
    c.size();
    typename T::value_type;
};

// Apply concept as constraint
template <Arithmetic T>
T square(T x) { return x * x; }

// Abbreviated function template (C++20)
auto square(Arithmetic auto x) { return x * x; }

// requires-clause (more complex conditions)
template <typename T>
    requires Arithmetic<T> && (sizeof(T) >= 4)
T big_square(T x) { return x * x; }

// Concept in auto parameter
void print_container(const Container auto& c) {
    for (const auto& elem : c) std::cout << elem << ' ';
}

4. Requires expressions

cpp
// requires { expression; } — checks expression is valid
// requires { expression -> type; } — checks type of expression

template <typename T>
concept HasPush = requires(T c, typename T::value_type v) {
    c.push_back(v);                          // must be valid
    { c.front() } -> std::same_as<typename T::value_type&>;  // type check
    { c.size() } -> std::convertible_to<std::size_t>;        // convertible
    requires std::default_initializable<T>;  // nested requirement
};

// Compound requires (all must hold)
template <typename T>
concept Sortable = requires(T a, T b) {
    { a < b } -> std::convertible_to<bool>;
    { a == b } -> std::convertible_to<bool>;
};

5. SFINAE vs concepts comparison

AspectSFINAEConcepts
SyntaxComplex, verboseClean, readable
Error messagesCryptic wall-of-textClear constraint failure
Compile timeCan be slow (many substitutions)Generally faster
C++ versionC++11C++20
Short-circuitNoYes (concept subsumption)
Use in if constexprAwkwardNatural
Overload rankingManually via priorityAutomatic by constraint specificity

Migration: replace enable_if with concept constraints; replace void_t helpers with requires.

6. Template instantiation profiling with Templight

bash
# Install Templight (Clang-based profiler)
# https://github.com/mikael-s-persson/templight

# Build with Templight tracing
clang++ -Xtemplight -profiler -Xtemplight -memory \
        -std=c++17 prog.cpp -o prog

# Convert trace to visualizable format
templight-convert -f callgrind -o prof.out templight.pb

# View with KCachegrind
kcachegrind prof.out

# Find top template instantiation costs (without Templight)
# ClangBuildAnalyzer (easier)
ClangBuildAnalyzer --start /tmp/build
cmake --build build
ClangBuildAnalyzer --stop /tmp/build capture.bin
ClangBuildAnalyzer --analyze capture.bin | head -50

7. Reducing template compile times

cpp
// 1. Explicit instantiation — compile once, use everywhere
// header.h
template <typename T>
T transform(T x);

extern template int transform<int>(int);    // suppress instantiation

// impl.cpp
#include "header.h"
template int transform<int>(int);           // instantiate here only

// 2. Prefer function templates over class templates when possible
// (functions instantiate lazily; class templates instantiate eagerly)

// 3. Use concepts to short-circuit failed substitutions
// (concept check is faster than full substitution failure)

// 4. Split heavy template headers from lightweight ones
// - Put type definitions in forward_decls.h
// - Put template implementations in impl.h (include only where needed)

// 5. Use if constexpr instead of specialization
template <typename T>
void process(T x) {
    if constexpr (std::is_integral_v<T>) {
        handle_int(x);
    } else {
        handle_other(x);
    }
}

Related skills

  • Use skills/build-systems/build-acceleration for ccache and PCH to reduce overall compile time
  • Use skills/compilers/clang for Clang-specific diagnostics and concept error output
  • Use skills/low-level-programming/cpp-coroutines for another advanced C++20 feature

관련 작업

같은 저장소의 Skills

더 많은 Skills

모든 Skills
mohitmishra786
커뮤니티

core-dumps

Core dump analysis skill for production crash triage. Use when loading core files in GDB or LLDB, enabling core dump generation on Linux/macOS, mapping symbols with debuginfo or debuginfod, or extracting backtraces from crashes without re-running the program. Activates on queries about core files, ulimit, coredumpctl, debuginfod, crash triage, or analyzing segfaults from production binaries.

설치 수
2
GitHub Stars
267
업데이트
6월 27일
mohitmishra786
커뮤니티

custom-allocators

Custom allocator skill for memory allocation strategies. Use when implementing pool/slab/arena allocators, tuning jemalloc/mimalloc, writing Rust GlobalAlloc, or benchmarking allocator performance. Activates on queries about jemalloc, mimalloc, tcmalloc, arena allocator, GlobalAlloc, or fragmentation.

설치 수
2
GitHub Stars
267
업데이트
6월 27일
mohitmishra786
커뮤니티

ebpf

eBPF skill for Linux observability and networking. Use when writing eBPF programs with libbpf or bpftrace, attaching kprobes/tracepoints/XDP hooks, debugging verifier errors, working with eBPF maps, or achieving CO-RE portability across kernel versions. Activates on queries about eBPF, bpftool, bpftrace, XDP programs, libbpf, verifier errors, eBPF maps, or kernel tracing with BPF.

설치 수
2
GitHub Stars
267
업데이트
6월 27일
mohitmishra786
커뮤니티

flamegraphs

Flamegraph generation and interpretation skill. Use when converting perf, Valgrind Callgrind, or other profiler output into SVG flamegraphs using Brendan Gregg's FlameGraph tools, or when reading flamegraphs to identify performance bottlenecks. Activates on queries about flamegraphs, stackcollapse, flamegraph.svg, identifying hot frames, wide vs tall frames, or performance visualisation.

설치 수
2
GitHub Stars
267
업데이트
6월 27일