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Code Execution — measured AI agent skill | DecimalAI

taracodlabs/code_execution

NewSkillScoreMaintained

Running scripts and code on Windows

codingby taracodlabs

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

decimalai skills pull taracodlabs-code-execution

Get this skill — curl · raw file

curl -fsSL 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 ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

—+2% tokens0% turns77% of whole cases pass with skill (17/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	512%	0%
case-02	✗→✓	▲ Improved	272%	0%
case-07	✗→✓	▲ Improved	-28%	0%
case-08	✗→✓	▲ Improved	26%	0%
case-10	✗→✓	▲ Improved	-20%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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

Skill contents

SKILL.md

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

Want to see if taracodlabs/code_execution would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.