custom-allocators
Custom allocator skill for memory allocation strategies. Use when implementing…
C++ template skill for reading template errors and optimizing compile times. Use when deciphering template error stacks, setting -ftemplate-backtrace-limit, writing concepts and requires-clauses, understanding SFINAE vs concepts, or profiling template instantiation bottlenecks
$ npx -y skills add mohitmishra786/low-level-dev-skills --skill cpp-templates --agent claude-codeHow it fires
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C++ template skill for reading template errors and optimizing compile times. Use when deciphering template error stacks, setting -ftemplate-backtrace-limit, writing concepts and requires-clauses, understanding SFINAE vs concepts, or profiling template instantiation bottlenecks
name: cpp-templates description: C++ template skill for reading template errors and optimizing compile times. Use when deciphering template error stacks, setting -ftemplate-backtrace-limit, writing concepts and requires-clauses, understanding SFINAE vs concepts, or profiling template instantiation bottlenecks with Templight. Activates on queries about C++ templates, template error messages, concepts, requires expressions, SFINAE, template metaprogramming, or slow template compilation.
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.
Template errors print full instantiation chains. Strategy: read from the bottom up.
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
# 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
SFINAE (Substitution Failure Is Not An Error) silently removes overloads that fail substitution:
#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.
#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 << ' ';
}// 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>;
};| Aspect | SFINAE | Concepts | |--------|--------|---------| | Syntax | Complex, verbose | Clean, readable | | Error messages | Cryptic wall-of-text | Clear constraint failure | | Compile time | Can be slow (many substitutions) | Generally faster | | C++ version | C++11 | C++20 | | Short-circuit | No | Yes (concept subsumption) | | Use in `if constexpr` | Awkward | Natural | | Overload ranking | Manually via priority | Automatic by constraint specificity |
Migration: replace `enable_if` with concept constraints; replace `void_t` helpers with `requires`.
# 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// 1. Explicit instantiation — compile once, use everywhere // header.h template <typename T> T transform(T x); extern template int transform<int>(int); // sup
A curated suite of AI agent skills for systems and low-level programming — C/C++, Rust, Zig, GPU, bare-metal firmware, Linux kernel/driver development, computer architecture, compiler internals, HPC, and more.
Repo: mohitmishra786/low-level-dev-skills
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