Skill Creator
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
Author, configure, and distribute Agent Skills for a Great Docs site.
$ npx skills add pymc-labs/pathmc --skill author-skills -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pymc-labs/pathmc author-skills --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/pymc-labs/pathmc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/author-skills .claude/skills/author-skills && 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 "author-skills" agent skill from https://github.com/pymc-labs/pathmc/tree/main/.agents/skills/author-skills into .claude/skills/author-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "author-skills", 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/pymc-labs/pathmc/tree/main/.agents/skills/author-skillsType 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 pymc-labs/pathmc --skill author-skills -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pymc-labs/pathmc author-skills --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pymc-labs/pathmc.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/author-skills .agents/skills/author-skills && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "author-skills" agent skill from https://github.com/pymc-labs/pathmc/tree/main/.agents/skills/author-skills into .agents/skills/author-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "author-skills", 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 pymc-labs/pathmc --skill author-skills -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pymc-labs/pathmc author-skills --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pymc-labs/pathmc.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/author-skills .cursor/skills/author-skills && 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 "author-skills" agent skill from https://github.com/pymc-labs/pathmc/tree/main/.agents/skills/author-skills into .cursor/skills/author-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "author-skills", 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/pymc-labs/pathmc.git --path .agents/skills/author-skills--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 pymc-labs/pathmc --skill author-skills -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pymc-labs/pathmc author-skills --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pymc-labs/pathmc.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/author-skills .gemini/skills/author-skills && 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 "author-skills" agent skill from https://github.com/pymc-labs/pathmc/tree/main/.agents/skills/author-skills into .gemini/skills/author-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "author-skills", 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 pymc-labs/pathmc author-skillsInstalls 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 pymc-labs/pathmc --skill author-skills -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pymc-labs/pathmc.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/author-skills .github/skills/author-skills && 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 "author-skills" agent skill from https://github.com/pymc-labs/pathmc/tree/main/.agents/skills/author-skills into .github/skills/author-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "author-skills", 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 pymc-labs/pathmc --skill author-skills -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pymc-labs/pathmc author-skills --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pymc-labs/pathmc.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/author-skills .opencode/skills/author-skills && 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 "author-skills" agent skill from https://github.com/pymc-labs/pathmc/tree/main/.agents/skills/author-skills into .opencode/skills/author-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "author-skills", 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.
author-skillsAuthor, configure, and distribute Agent Skills for a Great Docs site.
Author Skills is an agent skill from pymc-labs/pathmc. Author, configure, and distribute Agent Skills for a Great Docs site. Covers the three scenarios: automatic skill generation, adding a single hand-written skill, and distributing multiple named skills with a switcher page. Use when creating, editing, or configuring SKILL.md files for package documentation.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/config-reference.md` and `references/skill-anatomy.md`). Compatibility notes: Requires Great Docs =0.8, Quarto CLI installed.
It sits in Agent Workflows, covering Skill authoring and Static sites and blogs. The repository describes itself as: Structural causal models with Bayesian estimation and interventional simulation via a concise DSL. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e3b9467. 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.
Shell commands in SKILL.md call:
npxpipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npx and pip, which can reach the network depending on how they are called.
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.
Requires Great Docs >=0.8, Quarto CLI installed.
From compatibility in the SKILL.md frontmatter.
Author Skills loads about 2.6k tokens when it runs, and up to ~4.7k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 927 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 pymc-labs/pathmc at commit e3b9467, republished under its MIT licence (© pymc-labs). 927 words, ~2,626 tokens.
.claude/skills/author-skills/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Skill for creating and distributing Agent Skills through a Great
Docs documentation site. An Agent Skill is a structured Markdown
file (SKILL.md) that gives AI coding agents context about a
package, its API, and best practices.
Great Docs supports three scenarios for skills, each with a different level of effort and control.
Great Docs generates a skill.md automatically from your
package metadata, API reference sections, and great-docs.yml
config. This is the zero-effort default.
How it works: during great-docs build, the tool reads your
pyproject.toml (for name, description, license, Python version),
your API reference sections, and any skill.* config keys. It
produces a skill file with installation instructions, an API
overview, gotchas, best practices, and resource links.
Config options that enrich the auto-generated skill:
# great-docs.yml
skill:
enabled: true # default; set false to skip
well_known: true # publish to .well-known/agent-skills/
gotchas:
- "Column expressions are lazy; call .collect() to materialize."
- "Method chaining returns a new object; the original is not mutated."
best_practices:
- "Prefer method chaining over intermediate variables."
decision_table:
- need: "Create a table from a dict"
use: "GT(data)"
- need: "Format currency values"
use: "fmt_currency()"
extra_body: "skills/extra-skill-content.md"When to use this scenario: you want a skill page with minimal effort and are satisfied with auto-generated content derived from your API reference.
Write a SKILL.md by hand (or with LLM assistance) and point
great-docs.yml at it. Great Docs copies it into the build and
generates the Skills page from it.
Directory layout:
project-root/
├── skills/
│ └── my-package/
│ ├── SKILL.md
│ └── references/
│ ├── api-patterns.md
│ └── gotchas.md
└── great-docs.ymlConfig:
# great-docs.yml
skill:
file: skills/my-package/SKILL.mdGreat Docs copies the file to <docs>/skill.md, places it
under .well-known/agent-skills/<name>/SKILL.md, and generates
the Skills page with install instructions and the full skill
content.
When to use this scenario: you want full editorial control over the skill content, including custom sections, curated examples, and reference files that go beyond what automatic generation can produce.
Distribute several focused skills from a single site. Each skill
gets its own panel on the Skills page (with a switcher bar) and
its own entry in .well-known/agent-skills/index.json for
npx skills add discovery.
Directory layout:
project-root/
├── skills/
│ ├── my-package/
│ │ ├── SKILL.md
│ │ └── references/
│ ├── write-guides/
│ │ ├── SKILL.md
│ │ └── references/
│ └── review-code/
│ ├── SKILL.md
│ └── references/
└── great-docs.ymlConfig:
# great-docs.yml
skill:
skills:
- name: my-package
file: skills/my-package/SKILL.md
- name: write-guides
file: skills/write-guides/SKILL.md
- name: review-code
file: skills/review-code/SKILL.mdThe first entry becomes the primary skill.md at the site root.
All entries appear in the switcher bar and are individually
installable via npx skills add.
When to use this scenario: your project has distinct focus-area skills (e.g., one for general usage, one for contributing, one for configuration) and you want users to install exactly what they need.
Create a hand-written skill in three steps:
mkdir -p skills/my-package/references
cat > skills/my-package/SKILL.md << 'SKILL_EOF'
---
name: my-package
description: >
Use the my-package Python library. Covers installation, core API,
and common patterns.
license: MIT
compatibility: Requires Python >=3.11.
metadata:
author: your-name
version: "1.0"
tags:
- python
- my-package
---
# my-package
Short description of what the package does and when to use it.
## Installation
```bash
pip install my-package| Need | Use |
|---|---|
| Create a widget | Widget() |
| Style a widget | widget.style() |
Widget(): Create a new widget.Widget.style(): Apply styling to a widget..render() to produce output.
Then add one line to `great-docs.yml`:
```yaml
skill:
file: skills/my-package/SKILL.mdRun great-docs build and verify the Skills page.
skills/author-skills/
├── SKILL.md
└── references/
├── skill-anatomy.md
└── config-reference.mdEvery SKILL.md starts with YAML frontmatter:
---
name: my-package
description: >
One-paragraph description of the skill (max 1024 characters).
license: MIT
compatibility: Requires Python >=3.11.
metadata:
author: your-github-handle
version: "1.0"
tags:
- python
- relevant-topic
---The required and optional keys are documented in the
references/skill-anatomy.md companion file.
A well-structured skill follows this outline:
# Package Name
Opening paragraph (what, when, why).
## Installation
pip install command.
## When to use what
Decision table mapping needs to API calls.
## API overview
Sections matching your API reference, with one-line summaries.
## Gotchas
Numbered list of common pitfalls.
## Best practices
Bullet list of recommended patterns.
## Resources
Links to docs, llms.txt, and source code.Place companion Markdown files in a references/ subdirectory
alongside the SKILL.md. These files are copied into
.well-known/agent-skills/<name>/references/ and are available
to agents that install the skill.
Use reference files for content that is too detailed for the main SKILL.md: style guides, checklists, pattern libraries, and decision matrices.
Follow these guidelines when writing skill content:
{python} vs
{.python}).skills/<name>/ directory with a SKILL.md.references/ subdirectory with companion
files.skill.file in great-docs.yml to point at the SKILL.md.great-docs build and check the Skills page.great-docs build to generate the automatic skill.md.<docs>/skill.md into
skills/<name>/SKILL.md.skill.file in great-docs.yml.Create a second skills/<name>/ directory with its SKILL.md.
Replace the skill.file key with skill.skills in
great-docs.yml:
skill:
skills:
- name: original-skill
file: skills/original-skill/SKILL.md
- name: new-skill
file: skills/new-skill/SKILL.mdRebuild. The Skills page now shows a switcher bar with both skills.
Verify your skill is discoverable:
# Check the published skill
great-docs check-skill
# List all skills in the .well-known manifest
great-docs list-skills
# Test npx installation (after deploying)
npx skills add <site-url>Great Docs publishes skills at two well-known paths for
auto-discovery by npx skills add and other agent tooling:
<site>/.well-known/agent-skills/<name>/SKILL.md
<site>/.well-known/agent-skills/index.jsonThe index.json manifest lists all skills with their name,
description, and relative path. In multi-skill mode, each skill
gets its own entry.
The root-level <site>/skill.md always contains the primary
skill (the first entry in skill.skills, or the only skill).
skill.skills overrides skill.file. If both are set,
skill.skills takes precedence and skill.file is ignored.name field must be unique. Each skill in
skill.skills needs a distinct name. Duplicates cause the
later entry to overwrite the earlier one in .well-known/.references/. Only files under
the references/ subdirectory (relative to the SKILL.md) are
copied into .well-known/. Files elsewhere are ignored.name
field becomes a URL path segment
(.well-known/agent-skills/<name>/), and hyphens are the
standard web convention for URL slugs. Match the directory
name: skills/my-skill/ with name: my-skill.skill.skills is special. It becomes
the primary skill.md at the site root and is the default
panel shown on the Skills page.skill.enabled: false to disable entirely. This
suppresses both automatic generation and hand-written skill
processing.© pymc-labs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in .agents/skills/author-skills of pymc-labs/pathmc.
Open the folder on GitHubat commit e3b9467
Author Skills 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 |
|---|---|---|---|---|---|---|
| Author Skills this skillpymc-labs/pathmc | 132 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Skill CreatorAzure/azqr | 796 | 89 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 | |
| Claude Code Skill Developer Guidediet103/claude-code-infrastructure-showcase | 10k | 11 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Darwin Skill Optimizeralchaincyf/darwin-skill | 6.2k | 1 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Claude Code Command Developmentanthropics/claude-plugins-official | 38k | 10 repos | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| Claude Code Plugin Structureanthropics/claude-plugins-official | 38k | 10 repos | ~3.4k | Automated safety check: Pass | Apache-2.0 |
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
diet103/claude-code-infrastructure-showcase
A guide to creating and managing Claude Code skills with auto-activation: skill-rules.json triggers, hooks, enforcement levels, YAML frontmatter and progressive disclosure.
alchaincyf/darwin-skill
Scores SKILL.md files on a nine-dimension rubric, then improves them in a keep-or-revert loop with independent judge agents, test prompts, git history and human checkpoints.
anthropics/claude-plugins-official
Explains how to write Claude Code slash commands: Markdown files with YAML frontmatter, arguments, file references, bash context and interactive prompts.
anthropics/claude-plugins-official
Explains the directory layout, plugin.json manifest and component organization of a Claude Code plugin, including auto-discovery and portable paths.
rohitg00/ai-engineering-from-scratch
Evaluates an Agent Skill bundle before release for structure, trigger quality, artifact improvement, script correctness, safety, installed-tree integrity and host portability.
pymc-labs/pathmc
Generate documentation sites for Python packages with Great Docs.
pymc-labs/pathmc
Configure a Great Docs documentation site through great-docs.yml.
pymc-labs/pathmc
Review and improve Python docstrings for Great Docs API reference generation.
pymc-labs/pathmc
Write and maintain narrative user-guide pages for a Great Docs site.
pymc-labs/pathmc
Autonomous bug-fix workflow. An agent skill from pymc-labs/pathmc.
pymc-labs/pathmc
Bayesian path analysis (observed-variable SEM) in PyMC. An agent skill from pymc-labs/pathmc.
Categories
Author, configure, and distribute Agent Skills for a Great Docs site. Author Skills is an agent skill from pymc-labs/pathmc. Author, configure, and distribute Agent Skills for a Great Docs site.
Author Skills fits situations like: configuring SKILL.md files for package documentation; tasks that involve Skill authoring; tasks that involve Static sites and blogs.
Run `npx skills add pymc-labs/pathmc --skill author-skills -a claude-code`. Or copy the skill folder (.agents/skills/author-skills in pymc-labs/pathmc) into .claude/skills/author-skills in your project. Claude Code loads it when a task matches its description.
Run `npx skills add pymc-labs/pathmc --skill author-skills -a codex`. Or copy the skill folder (.agents/skills/author-skills in pymc-labs/pathmc) into .agents/skills/author-skills 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 pymc-labs/pathmc --skill author-skills -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/author-skills, .gemini/skills/author-skills, .github/skills/author-skills and .opencode/skills/author-skills in your project.
Going by SKILL.md and its folder, Author Skills needs the command-line tools its instructions call (npx and pip). Our summary lists: Python 3; Node.js. Compatibility (from SKILL.md): Requires Great Docs >=0.8, Quarto CLI installed..
SKILL.md contains no URLs. Its commands use npx and pip, which can reach the network depending on how they are called. 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.
Author Skills is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Author Skills: Skill Creator (Azure/azqr, 796 stars), Claude Code Skill Developer Guide (diet103/claude-code-infrastructure-showcase, 10k stars), Darwin Skill Optimizer (alchaincyf/darwin-skill, 6.2k stars) and Claude Code Command Development (anthropics/claude-plugins-official, 38k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
pymc-labs (a GitHub organization) maintains it in pymc-labs/pathmc, which has 132 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 2, 2026.
Source: pymc-labs/pathmc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.