agentmods.dev

lians-integrate

lians-integrate is a command for Claude Code from ebeirne/Lians2. It costs 17 tokens per session (531 once invoked), scanned A, a copy of lians-integrate, Apache-2.0.

A command for adding Lians as the memory service for an AI agent. Lians stores and recalls information across conversations or runs.

In plain words
What is it for?
Finding the agent loop, installing the right Lians package, and connecting memory recall before model calls and memory storage after responses.
Why use it?
It provides a step-by-step way to add memory while keeping changes small and testing the integration first; TDD means writing or running tests before implementation.

Command for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the lians plugin — 4 commands, 1 agent shipped together

not rated 0 1mo ago A scan 17 tokens copy · 100% Apache-2.0
View the source file ebeirne/Lians2 lians.ai
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/ebeirne/lians2/lians-integrate
Clone the repo
git clone --depth 1 https://github.com/ebeirne/Lians2

Made for: Claude Code.

Or install lians, the plugin that ships this one along with the rest of its 4 commands, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for lians-integrate

README.md
[![agentmods](https://agentmods.dev/badge/commands/ebeirne/lians2/lians-integrate.svg)](https://agentmods.dev/commands/ebeirne/lians2/lians-integrate)
Your own site
<a href="https://agentmods.dev/commands/ebeirne/lians2/lians-integrate"><img src="https://agentmods.dev/badge/commands/ebeirne/lians2/lians-integrate.svg" alt="Measured on agentmods" height="20"></a>
Per session 17 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 531 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00017 $0.00531
Opus 5 $0.00009 $0.00266
Sonnet 5 $0.00003 $0.00106
Haiku 4.5 $0.00002 $0.00053

Measured 5d ago against content hash b63e11b7fef8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

lians-integrate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to lians-integrate — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

integrations/lians-plugin/commands/lians-integrate.md · 49 lines

What it actually says

/lians-integrate

Integrate Lians as the memory layer for the agent in this repository. Work test-first and keep the diff minimal — you are adding a memory layer, not rewriting the app.

Procedure

  1. Survey. Identify the agent loop: where the model is called, where context is assembled, and where turns complete. Detect the framework (or honor the one named in $ARGUMENTS). If none, use the raw harness.

  2. Branch. Create a feature branch lians-integration before editing.

  3. Add the dependency. Choose the matching extra:

    • pip install lians-sdk[langchain] / [langgraph] / [crewai] / [openai-agents] / [autogen]
    • raw / unknown framework → pip install lians-sdk and use the harness.

  4. Wire it. Prefer the harness for raw loops:

    from lians import LiansClient, LiansMemoryHarness
harness = LiansMemoryHarness(
    LiansClient(base_url=os.environ["LIANS_URL"], api_key=os.environ["LIANS_API_KEY"]),
    agent_id="<this-agent>",
    domain="finance",          # or healthcare / legal
)
# before model call:  context = harness.recall_context(user_query)
# after model call:    harness.remember(response)
# or both at once:     answer = harness.run_turn(user_query, generate=call_model)

    For a framework, import its integration module instead (from lians.langchain_integration import build_tools, etc.).

  5. Test. Add a test that proves recall-before/remember-after works and that a superseding write hides the stale fact. Use LocalLiansClient so the test needs no server or API key. Run the suite.

  6. Report. Summarize the diff, the env vars required (LIANS_URL, LIANS_API_KEY, LIANS_AGENT_ID), and how to verify locally.

Do not commit. Leave the branch for the user to review. If tests fail, stop and report — do not mark the integration done.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 49 lines · 17 tokens per session scan A b63e11b7fef8

Subscribe to this mod's changes

lians-integrate is a command published in the GitHub repository ebeirne/Lians2 (0 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 17 tokens to every session and 531 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to lians-integrate, differing in 4 lines, and is treated as a copy.

Memory and contextagent-memoryai-agentsaudit-trailbitemporalcompliancegdpr
Related

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kaeru

kaeru re-entry ritual — load process state + epistemic state for an initiative.

LamantinAI/kaeru · 16 tokens

tree-ring-certify

Generate Tree Ring harness or recall-quality evidence without confusing it with the full framework release suite.

TerminallyLazy/Tree-Ring-Memory · 17 tokens

tree-ring-recall

Recall durable Tree Ring Memory context before starting or resuming work.

TerminallyLazy/Tree-Ring-Memory · 12 tokens

tree-ring-update

Check for or install a verified Tree Ring Memory CLI update without changing installation scope.

TerminallyLazy/Tree-Ring-Memory · 15 tokens