lcp_tool_creation SKILL.md skillB

lcp_tool_creation from parisneo/lollms_client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add parisneo/lollms_client/lcp_tool_creation@git:20261012.529309e

Pins git:20261012.529309e in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
parisneo/lollms_client
Path
skills/lcp_tool_creation/SKILL.md
Versions recorded
1
Latest version
git:20261012.529309e, committed Oct 12, 2026
Size
12,127 bytes
Repository stars
13
License
Apache-2.0

Step-by-step guide to writing LCP tools: schema-driven docstrings, return contracts, requesting privileges via the confirmation handler, and asking the user for keys, text, or choices with the user-interaction protocol. Includes a complete worked use case.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Building LCP Tools — A Practical Creation Guide

This skill teaches you **how to write LCP tools**, not how the engine works. For the binding internals (discovery, AST schema generation, mounting APIs), see the companion skill `lcp_tool_development`.

An LCP tool is a plain Python function named `tool_*` in a `.py` file placed in a tools folder. That's it. No classes, no registration calls, no YAML — the function name, type annotations, defaults, and docstring *are* the tool.

---

## 1. Your First Tool in 60 Seconds

Create `my_tools/greeting.py`:

```python
from typing import Dict

def tool_greet(name: str, excitement_level: int = 1) -> Dict:
    """
    Greets a person with an adjustable level of enthusiasm.

    Args:
        name (str): The name of the person to greet.
        excitement_level (int): Number of exclamation marks to add (1-5).
    """
    level = max(1, min(5, int(excitement_level)))
    return {"success": True, "output": f"Hello, {name}{'!' * level}"}
```

---

## 2. The Docstring IS the Schema

The engine reads your source with `ast` — there is no config file. Three rules:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add parisneo/lollms_client/lcp_tool_creation@sha256:8767752a57d9a92a

The line at the top of this page pins the label git:20261012.529309e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mpw47ghmkpm7yv5e.svg)](https://markdownregistry.com/a/art_mpw47ghmkpm7yv5e)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 12, 2026.

versioncommittedcommitsizeaudit
git:20261012.529309e latest2026-10-12 529309e 12,127 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12127 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

parisneo/lollms_client · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mpw47ghmkpm7yv5e
GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/lcp_tool_creation
GET https://markdownregistry.com/api/v1/blob/8767752a57d9a92affcb4b767c3dcfafed16d2b21e64d873c8dac9bd5ee66439

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from parisneo/lollms_client

Lollms Artifacts and Surgical Patching SKILL.md skill
parisneo/lollms_client · skills/artifacts_and_patching/SKILL.md · Teaches the model how to formulate strategic <coding_plan> blocks, apply indentation-agnostic Aider search/replace…
v1.0.0 · audit A · 13 stars
assumption_fixing_and_rapid_execution SKILL.md skill
parisneo/lollms_client · skills/assumption_fixing_and_rapid_execution/SKILL.md
git:20261013.137c2c2 · audit C · 13 stars
async_multi_agent_coordination SKILL.md skill
parisneo/lollms_client · skills/async_multi_agent_coordination/SKILL.md · Patterns and Python implementations for spawning multiple asynchronous worker instances, coordinating them via atomic…
git:20260920.17e6935 · audit B · 13 stars
bibliography_and_research SKILL.md skill
parisneo/lollms_client · skills/bibliography_and_research/SKILL.md · Methodology for searching academic papers, extracting citations, structuring bibliographies, and synthesizing research…
git:20260928.96e9de4 · audit A · 13 stars
canvas_tts_video_recording SKILL.md skill
parisneo/lollms_client · skills/canvas_tts_video_recording/SKILL.md
git:20260827.208f16d · audit C · 13 stars
client_creation_and_profiles SKILL.md skill
parisneo/lollms_client · skills/client_creation_and_profiles/SKILL.md · Authoritative doctrine for configuring and instantiating LollmsClient across all modalities using the Two-Tier Profile…
git:20260924.391072e · audit B · 13 stars
Lollms Cognitive Persistent Memory SKILL.md skill
parisneo/lollms_client · skills/cognitive_memory/SKILL.md · Teaches the model about the persistent tiered memory system (Level 1 Working, Level 2 Deep, Level 3 Archive), proactive…
v1.0.0 · audit A · 13 stars
LoLLMS Connection Bindings SKILL.md skill
parisneo/lollms_client · skills/connection_bindings/SKILL.md · Teaches how to use LoLLMS connection bindings to send messages to communication services (Discord, Telegram, Slack…
v1.0.0 · audit A · 13 stars
deep_websearch_and_extraction SKILL.md skill
parisneo/lollms_client · skills/deep_websearch_and_extraction/SKILL.md · Protocol for multi-source web searches, page content scraping, evidence corroboration, and factual synthesis.
git:20260928.96e9de4 · audit A · 13 stars
desktop_automation SKILL.md skill
parisneo/lollms_client · skills/desktop_automation/SKILL.md · Vision-driven desktop automation loop for inspecting screens, locating UI elements, typing, and clicking.
git:20260928.96e9de4 · audit A · 13 stars
Lollms Discussion and Chat SKILL.md skill
parisneo/lollms_client · skills/discussion_and_chat/SKILL.md · Teaches the model how to manage stateful discussions, track conversational trees/branches, navigate alternative sibling…
v1.0.0 · audit A · 13 stars
document_analysis_and_extraction SKILL.md skill
parisneo/lollms_client · skills/document_analysis_and_extraction/SKILL.md · In-depth workflow for extracting text, tables, schemas, and applying corrections or comments to PDF, Word, Excel, and…
git:20261103.d81e853 · audit A · 13 stars

Every file in parisneo/lollms_client

Browse by kind, by grade B, or by owner.