Agent skill

Natural

by NPC-Worldwide in NPC-Worldwide/npcpy

Render the provided prompt template with Jinja context and send it to the active NPC's LLM.

MITAuto-check passedAI & LLM Engineering

Install Natural

skills CLI
$ npx skills add NPC-Worldwide/npcpy --skill natural -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install NPC-Worldwide/npcpy natural --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-src

Use ~/.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/

Facts

Skill name
natural
GitHub stars
1.5k
Token cost
~161 tokens
SKILL.md length
39 words
Files
2
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

Render the provided prompt template with Jinja context and send it to the active NPC's LLM.

  • Tasks that involve Prompt engineering
  • SKILL.md covers Inputs, Steps and Usage
  • Runs Python scripts from its folder
  • Tasks that involve MCP servers

What it does

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.

When your agent uses it

  • Tasks that involve Prompt engineering
  • Tasks that involve MCP servers

Example prompts

  • “output”
  • “/natural”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit cd8324c. 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 (Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

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.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~161

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

The full file from NPC-Worldwide/npcpy at commit cd8324c, republished under its MIT licence (© NPC-Worldwide). 39 words, ~161 tokens.

Download SKILL.mdSave it as .claude/skills/natural/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
natural
description
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'].

natural

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'].

Inputs

  • prompt
  • system (default: '')

Steps

Usage

/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

Files

SKILL.md and 1 other file in skills/natural of NPC-Worldwide/npcpy.

  • SKILL.md
  • render_and_send.py

Open the folder on GitHubat commit cd8324c

Compare with similar skills

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.

Natural compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Natural this skillNPC-Worldwide/npcpy1.5k—~161Automated safety check: PassMIT
Opikcomet-ml/opik-mcp220—~2.1kAutomated safety check: PassApache-2.0
Flow SwarmLeoYeAI/openclaw-master-skills2.2k—~5.3kAutomated safety check: PassMIT
Agent Frameworkjihadkhawaja/Egroo178—~1.9kAutomated safety check: PassApache-2.0
HegelionHmbown/Hegelion173—~359Automated safety check: PassMIT
Opik Instrumentcomet-ml/opik-mcp220—~2.7kAutomated safety check: NotesApache-2.0

Similar skills

  • Opik

    comet-ml/opik-mcp

    Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST).

    220 GitHub stars~2.1k tokensUpdated yesterday
    AI & LLM EngineeringAuto-check passed
  • Flow Swarm

    LeoYeAI/openclaw-master-skills

    Multi-agent swarm orchestration via RuFlo + Claude Code. An agent skill from LeoYeAI/openclaw-master-skills.

    2.2k GitHub stars~5.3k tokensUpdated 2 mo ago
    Agent WorkflowsAuto-check passed
  • Agent Framework

    jihadkhawaja/Egroo

    Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET).

    178 GitHub stars~1.9k tokensUpdated 6 mo ago
    AI & LLM EngineeringAuto-check passed
  • Hegelion

    Hmbown/Hegelion

    Dialectical reasoning and autocoding via Hegelion MCP tools.

    173 GitHub stars~359 tokensUpdated 6 mo ago
    AI & LLM EngineeringAuto-check passed
  • Opik Instrument

    comet-ml/opik-mcp

    Add Opik tracing to an existing app and verify a real trace lands.

    220 GitHub stars~2.7k tokensUpdated yesterday
    AI & LLM EngineeringAuto-check: notes
  • Setup

    guaardvark/guaardvark

    Connect this agent to a running Guaardvark (self-hosted AI studio) and check what it can do right now.

    257 GitHub stars~1.2k tokensUpdated today
    AI & LLM EngineeringAuto-check passed

Questions about Natural

What does Natural do?

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.

When should I use Natural?

Natural fits situations like: tasks that involve Prompt engineering; tasks that involve MCP servers.

How do I install Natural in Claude Code?

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.

How do I install Natural in Codex?

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.

Can I use Natural 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 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.

What does Natural need to run?

Going by SKILL.md and its folder, Natural needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Natural access the network?

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.

Is Natural 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 Natural use?

Natural is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Natural use?

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.

What are the alternatives to Natural?

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.

Who maintains Natural?

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.