OpenSpace is a skill-management layer for AI agents that stores, retrieves, evaluates, shares, and improves reusable workflows. It is intended for people using multiple coding agents who want skills to be reused and refined based on task outcomes. The catalogue provides 200 skills for use with OpenSpace and the agents it supports.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add HKUDS/OpenSpace --skill verified-script-executiongit clone --depth 1 https://github.com/HKUDS/OpenSpaceWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/hkuds/openspace/verified-script-execution)<a href="https://agentmods.dev/skills/hkuds/openspace/verified-script-execution"><img src="https://agentmods.dev/badge/skills/hkuds/openspace/verified-script-execution.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00018 | $0.01052 |
| Opus 5 | $0.00009 | $0.00526 |
| Sonnet 5 | $0.00004 | $0.00210 |
| Haiku 4.5 | $0.00002 | $0.00105 |
Grade A, and why
verified-script-execution scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Verified Script Execution Workflow
When execute_code_sandbox or shell_agent fails repeatedly, use this manual fallback pattern to reliably create and verify files through explicit shell commands.
When to Activate This Pattern
- After 3+ consecutive failures with
execute_code_sandbox - When
shell_agentproduces repeated errors without progress - For critical deliverables (PDFs, Word docs, reports) that must be created reliably
- When working directory confusion causes file creation failures
Step 1: Verify Working Directory
Always confirm your current location before creating any files:
pwd
ls -la
This ensures you're writing to the correct workspace directory and reveals any existing files that might conflict.
Step 2: Create Scripts via Heredoc
Use shell heredoc syntax to create scripts with proper escaping. Choose the heredoc delimiter style based on your needs:
For literal content (no variable expansion):
cat > script_name.sh << 'EOF'
#!/bin/bash
# Your script content here
# Variables like $VAR will NOT be expanded
echo "Literal text with $symbols"
EOF
For content requiring variable expansion:
cat > script_name.sh << EOF
#!/bin/bash
OUTPUT_DIR="$PWD/output"
# Variables WILL be expanded
echo "Working in $OUTPUT_DIR"
EOF
Key escaping rules:
- Use
<< 'EOF'(quoted delimiter) to prevent variable expansion and command substitution - Use
<< EOF(unquoted delimiter) when you need shell variables expanded - Escape single quotes inside quoted heredoc as
'\'' - For nested heredocs, use different delimiters (e.g.,
EOFandINNER)
Step 3: Make Executable and Run with Explicit Path
chmod +x script_name.sh
./script_name.sh
Or use the explicit full path for certainty:
bash /full/path/to/script_name.sh
Step 4: Verify Output
Always verify file creation and inspect content:
# Check file exists and see size
ls -lh expected_output.pdf
ls -lh expected_output.docx
# For PDFs, verify structure and page count
pdfinfo expected_output.pdf
# For Word docs, inspect internal structure
unzip -l expected_output.docx | head -20
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 158 lines · 18 tokens per session scan A 387a8d1637b7
verified-script-execution is a skill published in the GitHub repository HKUDS/OpenSpace (7,510 stars, last pushed 25d ago), licensed MIT. It adds 18 tokens to every session and 1,052 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
material-ui-nextjs
Integrates Material UI with Next.js App and Pages routers using @mui/material-nextjs, Emotion cache providers, next/font, CSS layers with Tailwind/CSS Modules, Link component prop patterns, CSS theme variables SSR notes, and App Router useSearchParams + Suspense. Use when setting up or debugging MUI in a Next.js app.
RootCauseAnalysis
Structured incident investigation using Five Whys, Fishbone, blameless Postmortem, Fault Tree, Kepner-Tregoe, and FMEA — traces failures to systemic root causes rather than blaming humans. USE WHEN root cause, RCA, 5 whys, fishbone, postmortem, incident analysis, fault tree, why does this keep failing, blameless…
Vitals
Read-only macOS performance inspection: a deterministic CLI gathers the numbers, Interpretation.md turns them into a diagnosis instead of a data dump.
benchmark-workflow
Run, diagnose, or change Xberg extraction benchmarks, quality scoring, benchmark fixtures, artifact contracts, and independently sourced ground truth. Load for the Benchmarks workflow or benchmark-harness work, not ordinary unit tests.
debugging-executions
Debug failed or wrong-output workflow executions using executions tools. Load when the user reports execution failures, unexpected node output, empty parameter values after a successful run, or a node showing a red or failed expression error.
ai-development-guide
Applies language-agnostic and backend technical decision criteria, anti-pattern detection, debugging, and quality gates. Use when reviewing general/backend implementation choices, code smells, failures, or implementation completeness.