Test Runner
noumena-labs/Sipp
Runs the narrowest relevant tests to validate changes. An agent skill from noumena-labs/Sipp.
Write, run, test and package Edge Python programs with the edge CLI.
Install Edge Python
$ npx skills add dylan-sutton-chavez/edge-python --skill edge-python -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dylan-sutton-chavez/edge-python edge-python --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/dylan-sutton-chavez/edge-python.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skill .claude/skills/edge-python && 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 "edge-python" agent skill from https://github.com/dylan-sutton-chavez/edge-python/tree/main/skill into .claude/skills/edge-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edge-python", 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/dylan-sutton-chavez/edge-python/tree/main/skillType 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 dylan-sutton-chavez/edge-python --skill edge-python -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dylan-sutton-chavez/edge-python edge-python --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylan-sutton-chavez/edge-python.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skill .agents/skills/edge-python && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "edge-python" agent skill from https://github.com/dylan-sutton-chavez/edge-python/tree/main/skill into .agents/skills/edge-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edge-python", 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 dylan-sutton-chavez/edge-python --skill edge-python -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dylan-sutton-chavez/edge-python edge-python --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylan-sutton-chavez/edge-python.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skill .cursor/skills/edge-python && 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 "edge-python" agent skill from https://github.com/dylan-sutton-chavez/edge-python/tree/main/skill into .cursor/skills/edge-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edge-python", 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/dylan-sutton-chavez/edge-python.git --path skill--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 dylan-sutton-chavez/edge-python --skill edge-python -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dylan-sutton-chavez/edge-python edge-python --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylan-sutton-chavez/edge-python.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skill .gemini/skills/edge-python && 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 "edge-python" agent skill from https://github.com/dylan-sutton-chavez/edge-python/tree/main/skill into .gemini/skills/edge-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edge-python", 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 dylan-sutton-chavez/edge-python edge-pythonInstalls 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 dylan-sutton-chavez/edge-python --skill edge-python -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dylan-sutton-chavez/edge-python.git skills-src && mkdir -p .github/skills && cp -r skills-src/skill .github/skills/edge-python && 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 "edge-python" agent skill from https://github.com/dylan-sutton-chavez/edge-python/tree/main/skill into .github/skills/edge-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edge-python", 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 dylan-sutton-chavez/edge-python --skill edge-python -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dylan-sutton-chavez/edge-python edge-python --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylan-sutton-chavez/edge-python.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skill .opencode/skills/edge-python && 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 "edge-python" agent skill from https://github.com/dylan-sutton-chavez/edge-python/tree/main/skill into .opencode/skills/edge-python/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "edge-python", 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.
Facts
- Skill name
edge-python- GitHub stars
- 271
- Token cost
- ~12k tokens
- SKILL.md length
- 5,578 words
- Files
- 7
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Write, run, test and package Edge Python programs with the edge CLI.
- Works in 4 steps: Write or edit the .py files. → Run the entry point with edge run main.py. → Add tests in *_test.py files and run… → …
- Editing .py files in an Edge Python project
- SKILL.md covers The working loop, CLI reference, The Python delta and Imports, plus 1 more section
- Runs Rust scripts from its folder; calls cargo; reaches cdn.edgepython.com and edgepython.com; needs EDGE_TOKEN and GITHUB_TOKEN
What it does
Edge Python is an agent skill from dylan-sutton-chavez/edge-python. Write, run, test and package Edge Python programs with the edge CLI. Use when editing .py files in an Edge Python project or when the user asks for Edge Python code.
Its SKILL.md is about 12k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files.
It sits in Security. It works with Python, WebAssembly and Rust. The repository describes itself as: Single-pass SSA compiler and tiered register VM for a sandboxed Python subset, with NaN-boxed values, inline caches, memoization, mark-sweep GC and snapshots. One WebAssembly…
When your agent uses it
- Editing .py files in an Edge Python project
- The user asks for Edge Python code
Example prompts
- “/edge-python”
Requirements
- Python 3
- A credential in EDGE_TOKEN
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Write or edit the .py files.
- Run the entry point with edge run main.py.
- Add tests in *_test.py files and run edge test.
- Pack a release with edge build when the program must run elsewhere.
What it can do on your machine
Read from SKILL.md and the folder at commit 44d6fc1. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Ships script files (Rust), which the agent can run.
Shell commands in SKILL.md call:
cargo
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
cdn.edgepython.comedgepython.comchat.edgepython.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
EDGE_TOKENGITHUB_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Edge Python loads about 12k tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 5,578 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.
Safety
Auto-check passed
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.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 5,578 words (~11,568 tokens).
“This document is self-verifying and its examples follow the cells v1 grammar. A python or yml block followed immediately by a text block is a runnable cell, and the skill crate beside it in the repository executes every cell through…”
- name
- edge-python
Files
SKILL.md and 6 other files in skill of dylan-sutton-chavez/edge-python.
- SKILL.md
- Cargo.toml
- src/cell.rs
- src/main.rs
- src/markdown.rs
- src/runner.rs
- tests.rs
Open the folder on GitHubat commit 44d6fc1
Compare with similar skills
Edge Python 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 |
|---|---|---|---|---|---|---|
| Edge Python this skilldylan-sutton-chavez/edge-python | 271 | — | ~12k | Automated safety check: Pass | Custom licence | |
| Test Runnernoumena-labs/Sipp | 121 | — | ~854 | Automated safety check: Pass | Apache-2.0 | |
| Daemon Devnteract/nteract | 178 | — | ~3k | Automated safety check: Pass | BSD-3-Clause | |
| Check Loanwordayutaz/piper-plus | 218 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Check Runtime Parityayutaz/piper-plus | 218 | — | ~972 | Automated safety check: Pass | MIT | |
| Prepare Releaseayutaz/piper-plus | 218 | — | ~2k | Automated safety check: Pass | MIT |
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Prepare Release
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9 パッケージ × 5 レジストリの version bump と関連ファイル更新 (Cargo.lock / package-lock.json / Swift checksum / CHANGELOG 昇格) を 1 コマンドで適用案にする read-mostly skill。release-prep (確認用) の続きに呼び、 実 bump 差分の markdown 提案 + 順序付き…
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Related
Works with
Categories
Questions about Edge Python
What does Edge Python do?
Write, run, test and package Edge Python programs with the edge CLI. Edge Python is an agent skill from dylan-sutton-chavez/edge-python. Write, run, test and package Edge Python programs with the edge CLI.
When should I use Edge Python?
Edge Python fits situations like: editing .py files in an Edge Python project; the user asks for Edge Python code.
How do I install Edge Python in Claude Code?
Run `npx skills add dylan-sutton-chavez/edge-python --skill edge-python -a claude-code`. Or copy the skill folder (skill in dylan-sutton-chavez/edge-python) into .claude/skills/edge-python in your project. Claude Code loads it when a task matches its description.
How do I install Edge Python in Codex?
Run `npx skills add dylan-sutton-chavez/edge-python --skill edge-python -a codex`. Or copy the skill folder (skill in dylan-sutton-chavez/edge-python) into .agents/skills/edge-python in your project. Codex loads it when a task matches its description.
Can I use Edge Python in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add dylan-sutton-chavez/edge-python --skill edge-python -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/edge-python, .gemini/skills/edge-python, .github/skills/edge-python and .opencode/skills/edge-python in your project.
What does Edge Python need to run?
Going by SKILL.md and its folder, Edge Python needs Rust for the scripts in its folder, the command-line tools its instructions call (cargo) and credentials named EDGE_TOKEN and GITHUB_TOKEN. Our summary lists: Python 3; A credential in EDGE_TOKEN.
Does Edge Python access the network?
SKILL.md names 3 domains. In commands or code: cdn.edgepython.com, edgepython.com and chat.edgepython.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Edge Python safe to install?
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.
What licence does Edge Python use?
Edge Python has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Edge Python use?
About 12k tokens (SKILL.md is roughly 46k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Edge Python?
Skills that share tags, products or a category with Edge Python: Test Runner (noumena-labs/Sipp, 121 stars), Daemon Dev (nteract/nteract, 178 stars), Check Loanword (ayutaz/piper-plus, 218 stars) and Check Runtime Parity (ayutaz/piper-plus, 218 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Edge Python?
dylan-sutton-chavez (a GitHub user) maintains it in dylan-sutton-chavez/edge-python, which has 271 GitHub stars. The repository was last updated on October 7, 2026.
Source: dylan-sutton-chavez/edge-python on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.