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LangChain integration for the Agent Skills format (https://agentskills.io)

Project description

agentskills-langchain

PyPI Python 3.12+ License: MIT

LangChain integration for the Agent Skills SDK — turn a skill registry into LangChain tools.

Generates a set of LangChain StructuredTool instances from a SkillRegistry, ready to be passed to any LangChain agent.

Installation

pip install agentskills-langchain

Requires Python 3.12+. Installs agentskills-core and langchain-core as dependencies.

Usage

from agentskills_core import SkillRegistry
from agentskills_fs import LocalFileSystemSkillProvider
from agentskills_langchain import get_tools, get_tools_usage_instructions

# Set up registry
provider = LocalFileSystemSkillProvider(Path("./skills"))
registry = SkillRegistry()
await registry.register("incident-response", provider)

# Build tools + system prompt
tools = get_tools(registry)
catalog = await registry.get_skills_catalog(format="xml")
instructions = get_tools_usage_instructions()
system_prompt = f"{catalog}\n\n{instructions}"

Pass tools to your LangChain agent and inject system_prompt into the system message. The catalog tells the agent what skills exist; the usage instructions tell it how to use the tools.

Generated Tools

Tool Parameters Description
get_skill_metadata skill_id Get structured metadata (name, description, etc.)
get_skill_body skill_id Load the full markdown instructions
get_skill_reference skill_id, name Read a reference document
get_skill_script skill_id, name Read a script
get_skill_asset skill_id, name Read an asset

All tools are async-compatible (StructuredTool with coroutine).

API

get_tools(registry: SkillRegistry) -> list[StructuredTool]

Returns a list of LangChain structured tools bound to the given registry.

get_tools_usage_instructions() -> str

Returns a markdown string explaining the progressive-disclosure workflow — read metadata, then body, then fetch resources on demand. Designed for system-prompt injection alongside the skill catalog.

Example

See examples/langchain/ for a full working demo.

Error Handling

Scenario Exception
Skill not found in registry SkillNotFoundError
Resource not found in skill ResourceNotFoundError
Provider errors (HTTP, filesystem) AgentSkillsError

All exceptions inherit from AgentSkillsError (from agentskills-core).

Note: Binary content (scripts, assets, references) is decoded as UTF-8 with errors="replace". Non-decodable bytes are replaced with the Unicode replacement character (�).

License

MIT

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