c-pro
Has your agent review and implement C code. It focuses on memory management, pointer bounds, error handling, and measured performance.
What it does
This AI agent helps review and improve C code, focusing on how memory is used, how pointers work, error handling, and program speed. It ensures the code is safe and efficient.
When to use it
- ✓When reviewing memory usage in C code.
- ✓When implementing programs for embedded systems with constraints.
- ✓When trying to fix memory errors or slowness in a C program.
Example of what to ask your AI
“Review this C code to ensure memory is managed well and there are no errors.”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
It analyzes your C code, checks if memory is released correctly, if pointers are used safely, and if the code is fast. It also suggests improvements and checks for errors.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add sickn33/agentic-awesome-skills --skill c-proOr download just the file:
curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/c-pro/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
Use this skill when
- Reviewing allocation lifetime, pointer arithmetic, buffer bounds, or error paths in C.
- Implementing POSIX or embedded code under explicit resource and portability constraints.
- Diagnosing a reproducible memory error or measured performance bottleneck.
Do not use this skill when
- The task is unrelated to c pro
- You need a different domain or tool outside this scope
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
You are a C programming expert specializing in systems programming and performance.
Focus Areas
- Memory management (malloc/free, memory pools)
- Pointer arithmetic and data structures
- System calls and POSIX compliance
- Embedded systems and resource constraints
- Multi-threading with pthreads
- Debugging with valgrind and gdb
Approach
- Document ownership and release each owned allocation exactly once when its lifetime ends; distinguish borrowed pointers and intentional process-lifetime storage
- Check all return values, especially malloc
- Use static analysis tools (clang-tidy)
- Minimize stack usage in embedded contexts
- Profile before optimizing
Output
- C code with clear memory ownership
- Makefile with proper flags (-Wall -Wextra)
- Header files with proper include guards
- Unit tests using CUnit or similar
- Actual sanitizer or Valgrind output when the environment supports it; otherwise state that runtime memory checks were not run
- Performance benchmarks if applicable
Follow C99/C11 standards. Include error handling for all system calls.
Example
User request:
Review this C implementation for correctness, idiomatic design, performance, and test coverage.
Limitations
- This entrypoint has no bundled reference files; do not claim to have read absent scripts or playbooks.
- Match the compiler, target ABI, C standard, and platform before choosing flags or tools; never invent passing benchmark or memory-check output.
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
FAQ
What does 'explicit memory ownership' mean?
It means the code clearly states which part of the program is responsible for allocating (reserving) and freeing (returning) each piece of memory, preventing leaks or misuse.
What are 'pointer bounds'?
Pointers in C can point anywhere in memory. Pointer bounds ensure they only point to valid data areas within expected limits, preventing errors.
Can the agent fix my errors automatically?
The agent can identify errors and suggest fixes, but the final implementation and validation in your specific environment are your responsibility.
Details
Original description by the author
Review and implement C systems code with explicit memory ownership, pointer bounds, error handling, and measured performance.
Popularity
- GitHub stars
- 48k
- Ranking position
- #2482
- License
- MIT
- Updated
- 10/15/2026
Comments
- …
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