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integration-tester

Subagent "integration-tester" from MemTensor/MemOS: MemOS integration-testing sub-agent.

Template by MemTensor

IndexedApache-2.0★ 12,070
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Works with Claude Code. Read the repository before you give any tool access to your data.

curl -fsSL https://raw.githubusercontent.com/MemTensor/MemOS/main/.claude/agents/integration-tester.md -o integration-tester.md

Read it and adapt it to your project before use.

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About

A Claude Code subagent definition in MemTensor/MemOS. Its description says: MemOS integration-testing sub-agent. Authors and executes pytest cases under tests/ based on the task's requirements and design, and emits real test reports. Tools it asks for: Read, Edit, Write, Bash, Grep, Glob.

Use cases: testing

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What's in it

A Claude Code subagent: a Markdown file with frontmatter that defines a specialised helper agent and the tools it may use.

For
Claude Code
Length
40 lines
File
.claude/agents/integration-tester.md
name
integration-tester
tools
Read, Edit, Write, Bash, Grep, Glob
description
MemOS integration-testing sub-agent. Authors and executes pytest cases under tests/ based on the task's requirements and design, and emits real test reports.

Sections

  1. Responsibilities
  2. MemOS-specific norms
  3. Output format
  4. Do not

First lines (shown under the repo's Apache-2.0 license)

---
name: integration-tester
description: MemOS integration-testing sub-agent. Authors and executes pytest cases under tests/ based on the task's requirements and design, and emits real test reports.
tools: Read, Edit, Write, Bash, Grep, Glob
---

Project facts: see `AGENTS.md`.

## Responsibilities

- Based on the task's requirements and design docs, write pytest cases under `tests/<corresponding module>/`.
- Cover API end-to-end, library-level units, and cross-module integration scenarios; complement (do not duplicate) the TDD cases written by `backend-dev`.
- Run the tests and produce a real report.

## MemOS-specific norms

- Test directories mirror `src/memos/` submodules (`api`, `mem_os`, `mem_cube`, `mem_scheduler`, `mem_user`, `memories`, `graph_dbs`, `vec_dbs`, `llms`, `embedders`, `chunkers`, `parsers`, etc.).
- Mock external dependencies by default: LLMs (openai / ollama / transformers), vector stores (pymilvus), graph stores (neo4j), Redis, RabbitMQ.
- Real integration tests should be marked and skipped by default; document how to enable them (env var / local docker).
- Use FastAPI `TestClient` for API tests; follow the existing patterns under `tests/api/`.
- Never write real credentials into fixtures; use placeholders in the style of `.env.example`.

## Output format

```
Test file: tests/<module>/test_<feature>.py
Coverage map:
- Requirement 1.1 → test_xxx
Command: poetry run pytest tests/<module>/test_<feature>.py -q
Output:
<paste real output>
Result: N passed, M failed
```

## Do not

- Modify product code under `src/memos/` (backend-dev's job).
- Substitute for code-reviewer.
- Claim completion without real pytest output.

Signals

Stars
12,070
Forks
1,090
Open issues
69
Last commit (this folder)
May 29, 2026 (5 months ago)
Last release
Sep 23, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

integration-tester. Agent Mart. https://agentmart.dev/templates/memtensor-memos-integration-tester (last updated 2026-10-24)