Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Code Execution · taracodlabs | DecimalAI

codingby taracodlabs

Code Execution

taracodlabs/code_execution

Source taracodlabs/aiden ↗License AGPL-3.0

Running scripts and code on Windows

SkillScore77Maintained

Automatic

Coding pack

Last verified 8/14/2026

What it changes

Passed 16 of 21 test cases with the skill, and 3 of 21 without it.

Without skill14%

With skill77%

Checks it passed that the model alone missed

Uses dir command instead of ls.
Verifies python is in PATH before running.
Uses dir instead of ls for folder listing.

and 20 more in the full report

14 fixed3 passed either way5 still failing0 broke

Pass-rate lift: +64 pp
Tokens: +2%
Agent turns: 0%
Response time: -11%

Model gemini-3.6-flashMeasured 8/14/2026v117 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/taracodlabs-code-execution/SKILL.md https://app.decimal.ai/s/taracodlabs-code-execution/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add taracodlabs-code-execution, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/taracodlabs-code-execution/ and pins it in .decimal/skills.lock

decimalai skills add taracodlabs-code-execution

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/taracodlabs-code-execution/SKILL.md https://app.decimal.ai/s/taracodlabs-code-execution/SKILL.md

Raw file: /s/taracodlabs-code-execution/SKILL.md ↗ · machine-readable summary at /s/taracodlabs-code-execution.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 14

Prompt

I need to execute `data_cleaner.py` in my DevOS workspace on Windows. The script creates a temporary file `clean.tmp`. Provide the full execution and cleanup command sequence.

What was checked, without and with the skill
Checked	Without skill	With skill
Verifies python is in PATH before execution.	Missed	Passed
Captures both stdout and stderr from execution.	Missed	Passed
Cleans up clean.tmp after execution completes.	Passed	Passed

case-18 · gemini-3.6-flash · 8/14/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md10 linessingle file

Code Execution

When executing code on Windows:

Use PowerShell syntax for shell commands
Full paths always: C:\Users<you>\DevOS\workspace\
For Python: verify python is in PATH first with shell_exec
For Node.js: check node version before running
Always capture and return stdout + stderr
Clean up temp files after execution
Never use Linux commands: use dir not ls, type not cat

Track record

Benchmark

16 / 21

test cases passed, vs 3 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

taracodlabs / aiden

skills/code_execution/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Code Execution

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills