ForceInjection

ForceInjection/AI-fundamentals

Skill Claude CodeCodex

Extract text from PDF files, translate it to a target language, and save the result as a Markdown file. Use this skill when the user wants to translate a PDF document or asks to "convert PDF to Chinese".

ForceInjection/forceinjection.github.io

Skill Claude CodeCodex

Extract text from PDF files, translate it to a target language, and save the result as a Markdown file. Use this skill when the user wants to translate a PDF document or asks to "convert PDF to Chinese".

ForceInjection/forceinjection.github.io

Command Claude Code

Implement tasks from an OpenSpec change (Experimental).

ForceInjection/forceinjection.github.io

Command Claude Code

Archive a completed change in the experimental workflow.

ForceInjection/forceinjection.github.io

Command Claude Code

Enter explore mode - think through ideas, investigate problems, clarify requirements.

ForceInjection/forceinjection.github.io

Command Claude Code

Propose a new change - create it and generate all artifacts in one step.

ForceInjection/forceinjection.github.io

Command Claude Code

Sync delta specs from a change to main specs.

ForceInjection/forceinjection.github.io

Command Claude Code

Update a change - revise existing planning artifacts and keep them coherent (Experimental).

ForceInjection/forceinjection.github.io

Skill Claude Code

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

ForceInjection/forceinjection.github.io

Skill Claude Code

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

ForceInjection/forceinjection.github.io

Skill Claude Code

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

ForceInjection/forceinjection.github.io

Skill Claude Code

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

ForceInjection/forceinjection.github.io

Skill Claude Code

Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.

ForceInjection/forceinjection.github.io

Skill Claude Code

Update an OpenSpec change by revising its existing planning artifacts and keeping them coherent with one another. Use when the user wants to revise a change's plan, fold new decisions into it, or reconcile its artifacts after an edit. Never edits code.

ForceInjection/cuda-code-skill

Skill Claude CodeCodex

Generates optimized CUDA kernel code based on performance analysis reports or algorithm type. Reads NCU analysis reports (e.g. analysis.md) and optionally existing kernel code, then produces high-quality compilable .cu files with applied optimizations. Use when the user provides an NCU analysis report or requests CUDA…

ForceInjection/cuda-code-skill

Skill Claude CodeCodex

Debugs CUDA kernel errors using compute-sanitizer (memcheck, racecheck, initcheck, synccheck), cuda-gdb (non-interactive batch backtrace), and cuobjdump (PTX/SASS/register analysis). Use when a CUDA kernel crashes (segfault, illegal memory access), produces wrong results, hangs, or when the user asks to debug or…

ForceInjection/cuda-code-skill

Skill Claude CodeCodex

CUDA kernel development, debugging, performance optimization, linear algebra, and multi-GPU communication for Claude Code. Use when writing, debugging, or optimizing CUDA code, GPU kernels, parallel algorithms, or CUDA library calls. Covers cuBLAS/cuBLASLt GEMM operations, CUDA Math API (half, bfloat16, FP8, FP6…

ForceInjection/cuda-code-skill

Skill Claude CodeCodex

Orchestrates a full profiling-driven CUDA kernel optimization loop (write → validate → profile → analyze → optimize) until performance converges or no further gains are possible. Capabilities include generating reference implementations, writing initial kernels via cuda-code-generator, running correctness validation…

ForceInjection/cuda-code-skill

Skill Claude CodeCodex

Curated index of NVIDIA official CUDA Samples with code patterns, GitHub permalinks, and key snippets. Use when looking for working CUDA code examples, GPU kernel patterns (reduction, scan, GEMM, transpose, histogram), Tensor Core WMMA usage, CUDA Graphs API, cuBLAS/cuFFT/cuSPARSE library integration, stream/event…

ForceInjection/cuda-code-skill

Skill Claude CodeCodex

Compiles, validates, and benchmarks a CUDA kernel (.cu file) against a Python reference (ref.py). Auto-detects GPU arch and infers dimension args from the extern "C" void solve(...) signature. Runs benchmark.py to: compile with nvcc, optionally validate outputs (exits on failure), benchmark both kernel and reference…

ForceInjection/cuda-code-skill

Skill Claude CodeCodex

Profiles a CUDA kernel with NCU and analyzes the resulting .ncu-rep report to diagnose performance bottlenecks and generate optimization recommendations. Use when the user provides a .cu file or a .ncu-rep file and asks for performance analysis, NCU profiling, or bottleneck diagnosis. If given a .cu file, runs NCU via…