MCP Debugger
debugmcp/mcp-debugger
A skill your agent uses when investigating a bug, failing test, or unexpected runtime behavior and the mcp-debugger MCP server is available — drives real step-through debuggers (breakpoints, stack…
Automatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs.
$ npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ArabelaTso/Skills-4-SE code-repair-generation-combo --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/code-repair-generation-combo .claude/skills/code-repair-generation-combo && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "code-repair-generation-combo" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/code-repair-generation-combo into .claude/skills/code-repair-generation-combo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-repair-generation-combo", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/code-repair-generation-comboType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ArabelaTso/Skills-4-SE code-repair-generation-combo --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/code-repair-generation-combo .agents/skills/code-repair-generation-combo && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-repair-generation-combo" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/code-repair-generation-combo into .agents/skills/code-repair-generation-combo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-repair-generation-combo", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ArabelaTso/Skills-4-SE code-repair-generation-combo --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/code-repair-generation-combo .cursor/skills/code-repair-generation-combo && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "code-repair-generation-combo" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/code-repair-generation-combo into .cursor/skills/code-repair-generation-combo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-repair-generation-combo", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ArabelaTso/Skills-4-SE.git --path skills/code-repair-generation-combo--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ArabelaTso/Skills-4-SE code-repair-generation-combo --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/code-repair-generation-combo .gemini/skills/code-repair-generation-combo && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "code-repair-generation-combo" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/code-repair-generation-combo into .gemini/skills/code-repair-generation-combo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-repair-generation-combo", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ArabelaTso/Skills-4-SE code-repair-generation-comboInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/code-repair-generation-combo .github/skills/code-repair-generation-combo && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "code-repair-generation-combo" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/code-repair-generation-combo into .github/skills/code-repair-generation-combo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-repair-generation-combo", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ArabelaTso/Skills-4-SE code-repair-generation-combo --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/code-repair-generation-combo .opencode/skills/code-repair-generation-combo && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "code-repair-generation-combo" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/code-repair-generation-combo into .opencode/skills/code-repair-generation-combo/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-repair-generation-combo", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
code-repair-generation-comboAutomatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs.
Code Repair Generation Combo is an agent skill from ArabelaTso/Skills-4-SE. Automatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs. Use when users need to fix logic errors or runtime errors in functions, modules, or repositories. Accepts specifications via natural language descriptions, existing test cases, or input/output examples. Generates corrected code, creates or updates tests to verify correctness and prevent regressions, and produces a detailed report explaining the bug, fix, and testing strategy. Triggers on requests like "fix this…
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files and assets (for example `assets/bug-fix-report-template.md`, `references/cpp-testing.md` and `references/java-testing.md`).
It sits in Development, covering Debugging, Test generation and Test strategy. It works with C++, Java and Python. The repository describes itself as: A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows. The licence is Apache-2.0.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4f38503. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
pytestmvngradleFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Code Repair Generation Combo loads about 1.3k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 155 tokens; SKILL.md has 475 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ArabelaTso/Skills-4-SE at commit 4f38503, republished under its Apache-2.0 licence (© ArabelaTso). 475 words, ~1,299 tokens.
.claude/skills/code-repair-generation-combo/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Automatically diagnose and repair buggy code while generating comprehensive tests to verify correctness and prevent regressions.
Follow this systematic approach for bug fixing and test generation:
Read the buggy code - Use Read tool to examine the problematic code thoroughly.
Analyze the specification - Understand expected behavior from:
Identify the scope - Determine if the bug affects:
Trace the logic - Walk through the code execution mentally or with examples.
Identify the bug type:
Pinpoint the exact location - Identify the specific lines causing the issue.
Understand side effects - Check if the bug affects other parts of the codebase.
Apply minimal changes - Fix only what's broken, preserve existing functionality.
Use Edit tool - Make precise changes to the buggy code.
Verify the fix logic - Ensure the fix addresses the root cause, not just symptoms.
Preserve code style - Match existing formatting, naming conventions, and patterns.
Load testing patterns - Read the appropriate reference file:
references/python-testing.mdreferences/java-testing.mdreferences/cpp-testing.mdCreate test cases covering:
Update existing tests if they exist, or create new test files following language conventions.
Use parametrized tests when testing multiple similar cases.
Execute the tests - Use Bash tool to run the test suite:
pytest test_file.py -vmvn test or gradle test./test_executable or ctestEnsure all tests pass - If tests fail, revisit the fix.
Check coverage - Verify that the fix and related code paths are tested.
Use the report template - Read assets/bug-fix-report-template.md and populate it with:
Be specific and clear - Include code snippets, test results, and reasoning.
Example 1: Python logic error
User: "This factorial function returns 24 instead of 120 for input 5. Fix it."
1. Read the buggy code
2. Identify: off-by-one error in loop range
3. Fix: Change `range(1, n)` to `range(1, n+1)`
4. Generate tests covering 0, 1, 5, negative numbers
5. Run pytest and verify all pass
6. Generate reportExample 2: Java runtime error
User: "My sorting method throws NullPointerException with null elements."
1. Read the code and identify null comparison issue
2. Fix: Add null checks before comparisons
3. Generate JUnit tests for arrays with nulls, empty arrays, normal cases
4. Run tests and verify
5. Generate reportExample 3: C++ logic error with examples
User: "Binary search returns -1 for existing elements. For [1,3,5,7,9] and target 5, should return 2."
1. Read code and trace with provided example
2. Identify: incorrect mid calculation or boundary condition
3. Fix the bug
4. Generate Google Test cases with provided example and additional edge cases
5. Compile and run tests
6. Generate reportPython:
Java:
C++:
references/ - Testing patterns and best practices for each language assets/ - Bug fix report template for consistent documentation
© ArabelaTso, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (references, assets) in skills/code-repair-generation-combo of ArabelaTso/Skills-4-SE.
Open the folder on GitHubat commit 4f38503
Code Repair Generation Combo next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Code Repair Generation Combo this skillArabelaTso/Skills-4-SE | 253 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Debuggerdebugmcp/mcp-debugger | 171 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Dbgtheodo-group/debug-that | 158 | — | ~2.2k | Automated safety check: Pass | MIT | |
| OpenROAD Bug FixerThe-OpenROAD-Project/OpenROAD | 3.2k | — | ~784 | Automated safety check: Pass | BSD-3-Clause | |
| Git History Bug Auditben-manes/caffeine | 18k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Ue Live DebuggingJasonMa0012/MooaToon | 749 | — | ~2.9k | Automated safety check: Notes | Custom licence |
debugmcp/mcp-debugger
A skill your agent uses when investigating a bug, failing test, or unexpected runtime behavior and the mcp-debugger MCP server is available — drives real step-through debuggers (breakpoints, stack…
theodo-group/debug-that
Debug applications using the dbg CLI debugger. An agent skill from theodo-group/debug-that.
The-OpenROAD-Project/OpenROAD
Fixes an OpenROAD bug from a GitHub issue or error code: finds the root cause, implements the fix, adds a regression test and prepares a signed-off commit.
ben-manes/caffeine
Audits a module by walking its git history commit by commit, tracking unresolved issues forward, and reporting the ones that survive to HEAD as findings.
JasonMa0012/MooaToon
A skill your agent uses when debugging UE C++ crashes, runtime bugs, or unexpected behavior with Rider MCP available.
tile-ai/tilelang-ascend
How to add debugging capabilities to TileLang Ascend example operators.
ArabelaTso/Skills-4-SE
Generate prioritized CVE watchlists and actionable security recommendations for repositories.
ArabelaTso/Skills-4-SE
Automatically migrate Python web applications between frameworks (Flask → FastAPI, Django → FastAPI).
ArabelaTso/Skills-4-SE
Generate test cases using metamorphic testing by applying transformations based on metamorphic properties.
ArabelaTso/Skills-4-SE
Instruments programs to capture execution traces specifically for reproducing reported bugs, enabling consistent replay and diagnosis of failures.
ArabelaTso/Skills-4-SE
Automatically migrate Spring MVC applications to Spring Boot.
ArabelaTso/Skills-4-SE
Instrument programs (Python, C/C++, Java) to capture snapshots of key program states at runtime, including variables, memory, and call stacks.
Categories
Automatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs. Code Repair Generation Combo is an agent skill from ArabelaTso/Skills-4-SE. Automatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs.
Code Repair Generation Combo fits situations like: users need to fix logic errors; runtime errors in functions; requests like fix this bug; repair this code.
Run `npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a claude-code`. Or copy the skill folder (skills/code-repair-generation-combo in ArabelaTso/Skills-4-SE) into .claude/skills/code-repair-generation-combo in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a codex`. Or copy the skill folder (skills/code-repair-generation-combo in ArabelaTso/Skills-4-SE) into .agents/skills/code-repair-generation-combo in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ArabelaTso/Skills-4-SE --skill code-repair-generation-combo -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-repair-generation-combo, .gemini/skills/code-repair-generation-combo, .github/skills/code-repair-generation-combo and .opencode/skills/code-repair-generation-combo in your project.
Going by SKILL.md and its folder, Code Repair Generation Combo needs the command-line tools its instructions call (pytest, mvn and gradle). Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Code Repair Generation Combo is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Code Repair Generation Combo: MCP Debugger (debugmcp/mcp-debugger, 171 stars), Dbg (theodo-group/debug-that, 158 stars), OpenROAD Bug Fixer (The-OpenROAD-Project/OpenROAD, 3.2k stars) and Git History Bug Audit (ben-manes/caffeine, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ArabelaTso (a GitHub user) maintains it in ArabelaTso/Skills-4-SE, which has 253 GitHub stars. The repository holds 150 skills in this directory. The repository was last updated on August 21, 2026.
Source: ArabelaTso/Skills-4-SE on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.