Ue Live Debugging
JasonMa0012/MooaToon
A skill your agent uses when debugging UE C++ crashes, runtime bugs, or unexpected behavior with Rider MCP available.
Fallback ladder for failed sandboxed code runs, plus the habit of fixing the working directory first so generated files land in the right place.
$ npx skills add HKUDS/OpenSpace --skill code-execution-fallback -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HKUDS/OpenSpace code-execution-fallback --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/HKUDS/OpenSpace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/benchmarks/gdpval/skills/code-execution-fallback .claude/skills/code-execution-fallback && 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-execution-fallback" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/code-execution-fallback into .claude/skills/code-execution-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-execution-fallback", 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/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/code-execution-fallbackType 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 HKUDS/OpenSpace --skill code-execution-fallback -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HKUDS/OpenSpace code-execution-fallback --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/benchmarks/gdpval/skills/code-execution-fallback .agents/skills/code-execution-fallback && 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-execution-fallback" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/code-execution-fallback into .agents/skills/code-execution-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-execution-fallback", 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 HKUDS/OpenSpace --skill code-execution-fallback -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HKUDS/OpenSpace code-execution-fallback --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/benchmarks/gdpval/skills/code-execution-fallback .cursor/skills/code-execution-fallback && 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-execution-fallback" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/code-execution-fallback into .cursor/skills/code-execution-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-execution-fallback", 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/HKUDS/OpenSpace.git --path benchmarks/gdpval/skills/code-execution-fallback--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 HKUDS/OpenSpace --skill code-execution-fallback -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HKUDS/OpenSpace code-execution-fallback --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/benchmarks/gdpval/skills/code-execution-fallback .gemini/skills/code-execution-fallback && 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-execution-fallback" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/code-execution-fallback into .gemini/skills/code-execution-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-execution-fallback", 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 HKUDS/OpenSpace code-execution-fallbackInstalls 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 HKUDS/OpenSpace --skill code-execution-fallback -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .github/skills && cp -r skills-src/benchmarks/gdpval/skills/code-execution-fallback .github/skills/code-execution-fallback && 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-execution-fallback" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/code-execution-fallback into .github/skills/code-execution-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-execution-fallback", 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 HKUDS/OpenSpace --skill code-execution-fallback -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HKUDS/OpenSpace code-execution-fallback --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/OpenSpace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/benchmarks/gdpval/skills/code-execution-fallback .opencode/skills/code-execution-fallback && 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-execution-fallback" agent skill from https://github.com/HKUDS/OpenSpace/tree/main/benchmarks/gdpval/skills/code-execution-fallback into .opencode/skills/code-execution-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-execution-fallback", 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-execution-fallbackFallback ladder for failed sandboxed code runs, plus the habit of fixing the working directory first so generated files land in the right place.
The first technique is workspace anchoring: at the start of a task the agent records its working directory, using `os.getcwd()` in Python or `pwd` in a shell, and then writes files with absolute or explicitly relative paths. This stops output from ending up in odd places when the agent switches between tools.
When `execute_code_sandbox` fails, the skill escalates in three levels. Level 1 retries with simpler code, fewer dependencies and explicit error handling. Level 2 runs the same script through `run_shell` in a quoted heredoc with imports inline. Level 3 passes multi-step work that needs error recovery to `shell_agent`. A decision tree and a table pair failures with remedies, for example installing a missing package through the shell for `ModuleNotFoundError` and using `shell_agent` with progress tracking for timeouts.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 3827781. 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:
pythonpython3From 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 Execution Fallback and Path Anchoring loads about 1.1k tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 273 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 HKUDS/OpenSpace at commit 3827781, republished under its MIT licence (© HKUDS). 273 words, ~1,099 tokens.
.claude/skills/code-execution-fallback/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.This skill provides a robust pattern for executing code when the primary method fails, combined with proper workspace path management to prevent file location errors.
Always establish and verify your working directory at the start of any task:
# At the beginning of any code execution
import os
workspace_path = os.getcwd()
print(f"Working directory: {workspace_path}")# In shell scripts
pwd
echo "Current directory: $(pwd)"Why: Prevents files from being written to unexpected locations when agents switch between tools.
When execute_code_sandbox fails, follow this escalation pattern:
run_shell with HeredocWhen sandbox execution repeatedly fails, switch to shell execution:
python3 << 'EOF'
import os
import pandas as pd
# Your code here
data = {"col1": [1, 2, 3], "col2": ["a", "b", "c"]}
df = pd.DataFrame(data)
df.to_csv("output.csv", index=False)
print("File written successfully")
EOFKey points:
<< 'EOF' (quoted) to prevent variable expansionshell_agentFor complex multi-step tasks with error recovery needs:
Task: Create a data processing pipeline that reads CSV, transforms data, and outputs Excel
Requirements:
- Handle missing values
- Apply transformations
- Write to ./output/ directory
- Retry on transient errorsAlways use absolute or explicitly relative paths:
# BAD - relies on implicit working directory
df.to_csv("output/data.csv")
# GOOD - explicit path anchoring
import os
base_path = os.getcwd()
output_dir = os.path.join(base_path, "output")
os.makedirs(output_dir, exist_ok=True)
df.to_csv(os.path.join(output_dir, "data.csv"))# BAD
cd some_dir && python script.py
# GOOD
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
cd "$SCRIPT_DIR"
python script.pyexecute_code_sandbox fails?
├── Yes, with syntax/import errors → Fix code, retry Level 1
├── Yes, with timeout/resource errors → Use Level 2 (run_shell heredoc)
├── Yes, with unknown/unclear errors → Use Level 3 (shell_agent)
└── No, success → Verify output file exists at expected path| Error Type | Likely Cause | Recommended Fallback |
|---|---|---|
| ModuleNotFoundError | Missing packages | run_shell with pip install first |
| Timeout | Long-running operation | shell_agent with progress tracking |
| PermissionError | Wrong directory | Verify workspace path, use explicit paths |
| Unknown error | Sandbox limitations | run_shell or shell_agent |
# Step 1: Anchor workspace
import os
workspace = os.getcwd()
print(f"Workspace: {workspace}")
# Step 2: Create output directory explicitly
output_path = os.path.join(workspace, "deliverables")
os.makedirs(output_path, exist_ok=True)
# Step 3: Generate content with error handling
try:
# Your generation logic here
with open(os.path.join(output_path, "report.txt"), "w") as f:
f.write("Content here")
print(f"Success: File written to {output_path}")
except Exception as e:
print(f"Error: {e}")
# Signal to escalate to run_shell or shell_agent
raise../output/file.txt without contextexecute_code_sandbox without changing approachAfter any code execution:
© HKUDS, MIT. 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 1 other file in benchmarks/gdpval/skills/code-execution-fallback of HKUDS/OpenSpace.
Open the folder on GitHubat commit 3827781
Code Execution Fallback and Path Anchoring 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 Execution Fallback and Path Anchoring this skillHKUDS/OpenSpace | 7.7k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Ue Live DebuggingJasonMa0012/MooaToon | 749 | — | ~2.9k | Automated safety check: Notes | Custom licence | |
| Python Script Runnercongchuanling-dot/Cohort | 199 | — | ~577 | Automated safety check: Notes | MIT | |
| Smart File Writerforyourhealth111-pixel/Vibe-Skills | 3.6k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Batch Filesgithub/awesome-copilot | 40k | 1 repos | ~4.3k | Automated safety check: Pass | MIT | |
| MCP DeveloperJeffallan/claude-skills | 12k | — | ~1.5k | Automated safety check: Pass | MIT |
JasonMa0012/MooaToon
A skill your agent uses when debugging UE C++ crashes, runtime bugs, or unexpected behavior with Rider MCP available.
congchuanling-dot/Cohort
Runs a Python script with checks first: confirms the interpreter version, compiles it for syntax errors, verifies imports, then explains any traceback in plain language.
foryourhealth111-pixel/Vibe-Skills
Diagnoses why a file write failed (permissions, disk space, path length, locks, read-only mounts) before retrying, instead of repeating the same call blindly.
github/awesome-copilot
Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts.
Jeffallan/claude-skills
Builds and debugs MCP servers and clients in TypeScript or Python, from tool and resource definitions to transport setup and inspector-based protocol checks.
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…
HKUDS/OpenSpace
Walks through producing a master audio track plus stems in Python, from checking a reference file and timing sections by BPM to effects, a zip archive and final verification.
HKUDS/OpenSpace
Handle cascading data retrieval tool failures by falling back to embedded knowledge generation
HKUDS/OpenSpace
Gives an agent a workaround when its code-execution sandbox keeps failing: save the Python script to a file and run it through the shell instead.
HKUDS/OpenSpace
A recovery routine for agents whose sandboxed code runner keeps failing: save the Python script to disk, then run it through the shell and read the output.
HKUDS/OpenSpace
Fallback workflow for executing Python code when executecodesandbox fails repeatedly
HKUDS/OpenSpace
Generate documents with writefile when retrieval tools fail, with explicit guardrails against task context drift
Categories
Fallback ladder for failed sandboxed code runs, plus the habit of fixing the working directory first so generated files land in the right place. getcwd()` in Python or `pwd` in a shell, and then writes files with absolute or explicitly relative paths. This stops output from ending up in odd places when the agent switches between tools.
Code Execution Fallback and Path Anchoring fits situations like: A sandboxed code execution tool keeps failing with import or timeout errors; generating CSV or Excel output that has to land in the right folder; working in an agent runtime that offers both a code sandbox and a shell tool.
Run `npx skills add HKUDS/OpenSpace --skill code-execution-fallback -a claude-code`. Or copy the skill folder (benchmarks/gdpval/skills/code-execution-fallback in HKUDS/OpenSpace) into .claude/skills/code-execution-fallback in your project. Claude Code loads it when a task matches its description.
Run `npx skills add HKUDS/OpenSpace --skill code-execution-fallback -a codex`. Or copy the skill folder (benchmarks/gdpval/skills/code-execution-fallback in HKUDS/OpenSpace) into .agents/skills/code-execution-fallback 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 HKUDS/OpenSpace --skill code-execution-fallback -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-execution-fallback, .gemini/skills/code-execution-fallback, .github/skills/code-execution-fallback and .opencode/skills/code-execution-fallback in your project.
Going by SKILL.md and its folder, Code Execution Fallback and Path Anchoring needs the command-line tools its instructions call (python and python3). Our summary lists: An agent runtime with `execute_code_sandbox`, `run_shell` and `shell_agent` tools.
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 Execution Fallback and Path Anchoring is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Code Execution Fallback and Path Anchoring: Ue Live Debugging (JasonMa0012/MooaToon, 749 stars), Python Script Runner (congchuanling-dot/Cohort, 199 stars), Smart File Writer (foryourhealth111-pixel/Vibe-Skills, 3.6k stars) and Batch Files (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
HKUDS (a GitHub organization) maintains it in HKUDS/OpenSpace, which has 7,743 GitHub stars. The repository holds 199 skills in this directory. The repository was last updated on August 12, 2026.
Source: HKUDS/OpenSpace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.