Opik
comet-ml/opik-mcp
Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST).
Render the provided prompt template with Jinja context and send it to the active NPC's LLM.
$ npx skills add NPC-Worldwide/npcpy --skill natural -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install NPC-Worldwide/npcpy natural --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/NPC-Worldwide/npcpy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/natural .claude/skills/natural && 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 "natural" agent skill from https://github.com/NPC-Worldwide/npcpy/tree/main/skills/natural into .claude/skills/natural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "natural", 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/NPC-Worldwide/npcpy/tree/main/skills/naturalType 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 NPC-Worldwide/npcpy --skill natural -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install NPC-Worldwide/npcpy natural --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NPC-Worldwide/npcpy.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/natural .agents/skills/natural && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "natural" agent skill from https://github.com/NPC-Worldwide/npcpy/tree/main/skills/natural into .agents/skills/natural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "natural", 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 NPC-Worldwide/npcpy --skill natural -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install NPC-Worldwide/npcpy natural --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NPC-Worldwide/npcpy.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/natural .cursor/skills/natural && 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 "natural" agent skill from https://github.com/NPC-Worldwide/npcpy/tree/main/skills/natural into .cursor/skills/natural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "natural", 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/NPC-Worldwide/npcpy.git --path skills/natural--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 NPC-Worldwide/npcpy --skill natural -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install NPC-Worldwide/npcpy natural --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NPC-Worldwide/npcpy.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/natural .gemini/skills/natural && 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 "natural" agent skill from https://github.com/NPC-Worldwide/npcpy/tree/main/skills/natural into .gemini/skills/natural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "natural", 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 NPC-Worldwide/npcpy naturalInstalls 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 NPC-Worldwide/npcpy --skill natural -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/NPC-Worldwide/npcpy.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/natural .github/skills/natural && 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 "natural" agent skill from https://github.com/NPC-Worldwide/npcpy/tree/main/skills/natural into .github/skills/natural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "natural", 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 NPC-Worldwide/npcpy --skill natural -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install NPC-Worldwide/npcpy natural --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NPC-Worldwide/npcpy.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/natural .opencode/skills/natural && 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 "natural" agent skill from https://github.com/NPC-Worldwide/npcpy/tree/main/skills/natural into .opencode/skills/natural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "natural", 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.
naturalRender the provided prompt template with Jinja context and send it to the active NPC's LLM.
Natural is an agent skill from NPC-Worldwide/npcpy. Render the provided prompt template with Jinja context and send it to the active NPC's LLM. The rendered text becomes the user prompt; the LLM response is placed in context['output'].
Its SKILL.md is about 160 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `render_and_send.py`).
It sits in AI & LLM Engineering, covering Prompt engineering and MCP servers. It works with Model Context Protocol, Ollama, Perplexity and Python. The repository describes itself as: The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more. The licence is MIT.
Read from SKILL.md and the folder at commit cd8324c. 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.
Ships script files (Python), which the agent can run.
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.
Natural loads about 161 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 39 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 NPC-Worldwide/npcpy at commit cd8324c, republished under its MIT licence (© NPC-Worldwide). 39 words, ~161 tokens.
.claude/skills/natural/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Render the provided prompt template with Jinja context and send it to the active NPC's LLM. The rendered text becomes the user prompt; the LLM response is placed in context['output'].
promptsystem (default: '')render_and_send → render_and_send.py/run_jinx jinx_ref=natural input_values={"prompt": "<value>", "system": ""}© NPC-Worldwide, 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 1 other file in skills/natural of NPC-Worldwide/npcpy.
Open the folder on GitHubat commit cd8324c
Natural 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 |
|---|---|---|---|---|---|---|
| Natural this skillNPC-Worldwide/npcpy | 1.5k | — | ~161 | Automated safety check: Pass | MIT | |
| Opikcomet-ml/opik-mcp | 220 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Flow SwarmLeoYeAI/openclaw-master-skills | 2.2k | — | ~5.3k | Automated safety check: Pass | MIT | |
| Agent Frameworkjihadkhawaja/Egroo | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| HegelionHmbown/Hegelion | 173 | — | ~359 | Automated safety check: Pass | MIT | |
| Opik Instrumentcomet-ml/opik-mcp | 220 | — | ~2.7k | Automated safety check: Notes | Apache-2.0 |
comet-ml/opik-mcp
Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST).
LeoYeAI/openclaw-master-skills
Multi-agent swarm orchestration via RuFlo + Claude Code. An agent skill from LeoYeAI/openclaw-master-skills.
jihadkhawaja/Egroo
Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET).
Hmbown/Hegelion
Dialectical reasoning and autocoding via Hegelion MCP tools.
comet-ml/opik-mcp
Add Opik tracing to an existing app and verify a real trace lands.
guaardvark/guaardvark
Connect this agent to a running Guaardvark (self-hosted AI studio) and check what it can do right now.
Categories
Render the provided prompt template with Jinja context and send it to the active NPC's LLM. Natural is an agent skill from NPC-Worldwide/npcpy. Render the provided prompt template with Jinja context and send it to the active NPC's LLM.
Natural fits situations like: tasks that involve Prompt engineering; tasks that involve MCP servers.
Run `npx skills add NPC-Worldwide/npcpy --skill natural -a claude-code`. Or copy the skill folder (skills/natural in NPC-Worldwide/npcpy) into .claude/skills/natural in your project. Claude Code loads it when a task matches its description.
Run `npx skills add NPC-Worldwide/npcpy --skill natural -a codex`. Or copy the skill folder (skills/natural in NPC-Worldwide/npcpy) into .agents/skills/natural 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 NPC-Worldwide/npcpy --skill natural -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/natural, .gemini/skills/natural, .github/skills/natural and .opencode/skills/natural in your project.
Going by SKILL.md and its folder, Natural needs Python for the scripts in its folder. 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.
Natural is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 161 tokens (SKILL.md is roughly 644 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 Natural: Opik (comet-ml/opik-mcp, 220 stars), Flow Swarm (LeoYeAI/openclaw-master-skills, 2.2k stars), Agent Framework (jihadkhawaja/Egroo, 178 stars) and Hegelion (Hmbown/Hegelion, 173 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
NPC-Worldwide (a GitHub organization) maintains it in NPC-Worldwide/npcpy, which has 1,514 GitHub stars. The repository was last updated on October 6, 2026.
Source: NPC-Worldwide/npcpy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.