code-execution
Skill623 starsChanged 10 months agoMITView on GitHub
Run programs, shell commands, and scripts — compile and execute code, test programs in installed languages, work with files in the workspace
6 other projects use a version of this.
Adopted by
Most recently taken up by
- OpenxIntelligence/Coding-Agent-Skillstheir own version, first seen Nov 1, 2026
- I-Onlabs/claude-code-skillstheir own version, first seen Oct 25, 2026
- nek1987/auto-agent-harnesstheir own version, first seen Oct 11, 2026
- QuixiAI/agi-memoryword for word, first seen Oct 8, 2026
- ariana-dot-dev/cloud-sandbox-vm-skillstheir own version, first seen Jun 13, 2026
- rm2thaddeus/Aitor_Skillstheir own version, first seen Jan 22, 2026
Used with
Projects with it also use code-transfer, timeline-creator and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
nek1987Skillcode-transfer
Transfer code between files with line-based precision. Use when users request copying code from one location to another, moving functions or classes between files, extracting code blocks, or inserting code at specific line numbers.
Also in 3 projects that use this
nek1987Skilltimeline-creator
Create HTML timelines and project roadmaps with Gantt charts, milestones, phase groupings, and progress indicators. Use when users request timelines, roadmaps, Gantt charts, project schedules, or milestone visualizations.
Also in 3 projects that use this
coffeefuelbumpSkillcsv-data-summarizer
Analyzes CSV files, generates summary stats, and plots quick visualizations using Python and pandas.
Also in 3 projects that use this
ArogyaReddySkillchangelog-generator
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Also in 4 projects that use this
LangChainSkillfile-organizer
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.
Also in 3 projects that use this
GoogleSkillalgorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
Also in 4 projects that use this
- +1 more from nek1987
Other versions6 projects use a version of this.
Word for word · 1
- QuixiAI/agi-memory★ 623100% same
Edited · 0
None found.
Wrote their own version · 5
- I-Onlabs/claude-code-skills★ 4same name
- nek1987/auto-agent-harness★ 4same name
- OpenxIntelligence/Coding-Agent-Skills★ 4same name
- rm2thaddeus/Aitor_Skills★ 4same name
- ariana-dot-dev/cloud-sandbox-vm-skills★ 2same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository42 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- audio-analysisSkill
- calendarSkill
- connector-action-authorizationSkill
- core-memorySkill
- cost-reportSkill
- councilSkill
- crm-lookupSkill
- daily-briefingSkill
- delegationSkill
- email-digestSkill
- expense-captureSkill
- github-issuesSkill
- gmail-actionsSkill
- gmail-connector-setupSkill
- home-assistantSkill
- host-nodeSkill
- humanizerSkill
- image-genSkill
- inbox-triageSkill
- integration-connector-setupSkill
- knowledge-ingestSkill
- meeting-follow-upSkill
- meeting-prepSkill
- memory-exchangeSkill
- notionSkill
- operationsSkill
- outreachSkill
- personal-notesSkill
- researchSkill
- self-inspectionSkill
- self-reflectionSkill
- skill-authoringSkill
- speechSkill
- spotifySkill
- travel-prepSkill
- trelloSkill
- twitter-x-actionsSkill
- twitter-x-connector-setupSkill
- weatherSkill
- weekly-reviewSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
All four tools use the operator-selected execution profile.
- Distinctive: line 22
Use this skill to actually run things: compile a program, execute a script, test code someone shares with you, check what a command …
- Very specific: line 46
When a language or binary is missing from PATH, say so plainly and name what you checked (which <name>).
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Code Execution
All four tools use the operator-selected execution profile. Do not ask for or
invent a backend argument—the public tool schemas stay stable. If a result says
the selected SSH or remote-Docker profile is unavailable, report its exact
recovery step; never retry by assuming local placement. run_script requires
the same workspace-relative file to exist on the remote target. Remote
execute_code persists picklable session variables, reports unpicklable names,
and cannot call the local tool_use bridge; call that tool directly instead.
Use this skill to actually run things: compile a program, execute a script, test code someone shares with you, check what a command outputs, or work with files. Running code is how claims about code become knowledge — a program that compiles and passes its tests teaches you more than any amount of reading it.
Choosing the tool
safe_shell— one shell command with guarded defaults. The right first reach for compiling, running installed binaries, checking versions, and inspecting the environment (which,ls, language toolchains on PATH).execute_code— run a code snippet directly in a supported runtime without touching the filesystem.run_script— a saved multi-step script when the work has real structure.write_file+safe_shell— the classic loop for languages the runtime doesn't embed: write the source file, invoke its compiler or interpreter from the shell, read the output.
Practice
- State what you ran and show the real output — including failures. A compile error is a finding, not an embarrassment.
- Working files belong in the workspace directory; clean up what has no lasting value.
- When a language or binary is missing from PATH, say so plainly and name
what you checked (
which <name>). Absence of a toolchain is a fact about the environment, never something to paper over with imagined output. - Long or destructive operations deserve a sentence of intent before you run them.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

