MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzigsexp), and the invariants around parsing, formatting, and freeing.
$ npx skills add atopile/atopile --skill sexp -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install atopile/atopile sexp --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/atopile/atopile.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/sexp .claude/skills/sexp && 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 "sexp" agent skill from https://github.com/atopile/atopile/tree/main/.claude/skills/sexp into .claude/skills/sexp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sexp", 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/atopile/atopile/tree/main/.claude/skills/sexpType 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 atopile/atopile --skill sexp -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install atopile/atopile sexp --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atopile/atopile.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/sexp .agents/skills/sexp && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sexp" agent skill from https://github.com/atopile/atopile/tree/main/.claude/skills/sexp into .agents/skills/sexp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sexp", 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 atopile/atopile --skill sexp -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install atopile/atopile sexp --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atopile/atopile.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/sexp .cursor/skills/sexp && 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 "sexp" agent skill from https://github.com/atopile/atopile/tree/main/.claude/skills/sexp into .cursor/skills/sexp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sexp", 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/atopile/atopile.git --path .claude/skills/sexp--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 atopile/atopile --skill sexp -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install atopile/atopile sexp --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atopile/atopile.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/sexp .gemini/skills/sexp && 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 "sexp" agent skill from https://github.com/atopile/atopile/tree/main/.claude/skills/sexp into .gemini/skills/sexp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sexp", 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 atopile/atopile sexpInstalls 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 atopile/atopile --skill sexp -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/atopile/atopile.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/sexp .github/skills/sexp && 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 "sexp" agent skill from https://github.com/atopile/atopile/tree/main/.claude/skills/sexp into .github/skills/sexp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sexp", 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 atopile/atopile --skill sexp -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install atopile/atopile sexp --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/atopile/atopile.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/sexp .opencode/skills/sexp && 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 "sexp" agent skill from https://github.com/atopile/atopile/tree/main/.claude/skills/sexp into .opencode/skills/sexp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sexp", 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.
sexpHow the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzigsexp), and the invariants around parsing, formatting, and freeing.
Sexp is an agent skill from atopile/atopile. How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzigsexp), and the invariants around parsing, formatting, and freeing. Use when working with KiCad file parsing, S-expression generation, or layout sync.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Python. The repository describes itself as: Design circuit boards with code! ✨ Get software-like design reuse 🚀, validation, version control and collaboration in hardware; starting with electronics ⚡️. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 619eda7. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Sexp loads about 1k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 329 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.
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.
The full file from atopile/atopile at commit 619eda7, republished under its MIT licence (© atopile). 329 words, ~1,017 tokens.
.claude/skills/sexp/SKILL.md (or your agent's skills folder).The sexp subsystem provides:
pyzig_sexp extension module.Source-of-truth docs and code:
src/faebryk/core/zig/README.md (high-level overview)src/faebryk/core/zig/src/sexp/* (tokenizer/AST/structure)src/faebryk/core/zig/src/python/sexp/sexp_py.zig (Python API + critical memory rules)from pathlib import Path
from faebryk.libs.kicad.fileformats import kicad
pcb = kicad.loads(kicad.pcb.PcbFile, Path("board.kicad_pcb"))
_text = kicad.dumps(pcb)src/faebryk/core/zig/src/sexp/tokenizer.zig (tokenization + line/column tracking)src/faebryk/core/zig/src/sexp/ast.zig (SExp tree + KiCad pretty formatting)src/faebryk/core/zig/src/sexp/structure.zig (decode/encode + error context)src/faebryk/core/zig/src/sexp/kicad/* (typed KiCad models)src/faebryk/core/zig/src/python/sexp/init.zig (exports PyInit_pyzig_sexp)src/faebryk/core/zig/src/python/sexp/sexp_py.zig (module + type binding generation)src/faebryk/core/zig/gen/sexp/*.pyisrc/faebryk/libs/kicad/fileformats.py (namespaces modules + caching + loads/dumps)src/faebryk/libs/kicad/fileformats.py (primary integration layer)src/faebryk/exporters/pcb/kicad/*src/faebryk/exporters/pcb/layout/layout_sync.pysrc/atopile/kicad_plugin/*SExp parsing/formatting (tokenizer.zig, ast.zig)structure.zig + sexp/kicad/*.zig)pcb, netlist) with:loads(data: str) -> Filedumps(file: File) -> strFile.free(...) for releasing Zig-owned allocationsfaebryk.libs.kicad.fileformats.kicad wraps these modules and provides kicad.loads(...)/kicad.dumps(...).src/faebryk/core/zig/src/sexp/*src/faebryk/core/zig/src/python/sexp/sexp_py.zigato dev compile (imports faebryk.core.zig)src/faebryk/core/zig/gen/sexp/*.pyi update accordinglysrc/faebryk/libs/kicad/fileformats.py if needed.kicad_pcb / .kicad_sch, dump it, and ensure KiCad accepts it (formatting-sensitive).zig test src/faebryk/core/zig/src/sexp/ast.zigzig test src/faebryk/core/zig/src/sexp/structure.zigfaebryk.libs.kicad.fileformats.kicad unless you explicitly need the raw module API.kicad.loads(...): path-based loads are cached and returned by reference (mutations are shared).The Python bindings duplicate the input S-expression string into a persistent allocator because parsed structs contain pointers into the input buffer.
Implications:
loads(...) of large files can grow memory if you never call free(...) on the returned *File.free(...) cached objects unless you also invalidate the cache.© atopile, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/sexp of atopile/atopile.
Open the folder on GitHubat commit 619eda7
Sexp 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 |
|---|---|---|---|---|---|---|
| Sexp this skillatopile/atopile | 4k | — | ~1k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| PDF Processinganthropics/skills | 180k | 47 repos | ~2k | Automated safety check: Pass | Proprietary | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Manim Video Productionbrowser-use/video-use | 29k | 6 repos | ~3k | Automated safety check: Pass | MIT | |
| PPT Masterhugohe3/ppt-master | 59k | 1 repos | ~2.5k | Automated safety check: Pass | MIT |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/skills
Handles everyday PDF jobs in Python and on the command line: extract text and tables, merge, split, rotate, watermark, fill forms, encrypt and OCR.
PleasePrompto/notebooklm-skill
Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.
browser-use/video-use
Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories.
hugohe3/ppt-master
Generates editable PowerPoint decks, rebuilds slides from images, fills .pptx templates and polishes existing presentations through routed workflows.
zLanqing/codex-claude-academic-skills
Machine learning in Python with scikit-learn. An agent skill from zLanqing/codex-claude-academic-skills.
atopile/atopile
Reference for the .ato declarative DSL: type system, connection semantics, constraint model, and standard library.
atopile/atopile
How the atopile compiler builds and links TypeGraphs from .ato (ANTLR front-end → AST → TypeGraph → Linker → DeferredExecutor), plus the key invariants and test entrypoints.
atopile/atopile
Instructions for electronics-specific logic and build processes: netlists, PCBs, build steps, and exporters.
atopile/atopile
How FabLL (faebryk.core.node) maps Python node/trait declarations into the TypeGraph + instance graph, including field/trait invariants and instantiation patterns.
atopile/atopile
How Faebryk's TypeGraph works (GraphView + Zig edges), how to traverse/resolve references, and how FabLL types/traits map onto edge types.
atopile/atopile
How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup.
Works with
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzigsexp), and the invariants around parsing, formatting, and freeing. Sexp is an agent skill from atopile/atopile. How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzigsexp), and the invariants around parsing, formatting, and freeing.
Sexp fits situations like: working with KiCad file parsing; S-expression generation.
Run `npx skills add atopile/atopile --skill sexp -a claude-code`. Or copy the skill folder (.claude/skills/sexp in atopile/atopile) into .claude/skills/sexp in your project. Claude Code loads it when a task matches its description.
Run `npx skills add atopile/atopile --skill sexp -a codex`. Or copy the skill folder (.claude/skills/sexp in atopile/atopile) into .agents/skills/sexp in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add atopile/atopile --skill sexp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sexp, .gemini/skills/sexp, .github/skills/sexp and .opencode/skills/sexp in your project.
SKILL.md names no scripts, command-line tools or credentials: Sexp is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
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.
Sexp is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Sexp: MCP Server Builder (anthropics/skills, 180k stars), PDF Processing (anthropics/skills, 180k stars), NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars) and Manim Video Production (browser-use/video-use, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
atopile (a GitHub organization) maintains it in atopile/atopile, which has 3,980 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on June 13, 2026.
Source: atopile/atopile on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.