.cursorrules Cursor ruleA
.cursorrules from agno-agi/agno is a Cursor rule: instructions the Cursor agent follows in that repo.
mdr add agno-agi/agno/.cursorrules@git:20260613.5cf1ed7Pins git:20260613.5cf1ed7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- Cursor rule
- Repository
- agno-agi/agno
- Path
.cursorrules- Versions recorded
- 4
- Latest version
- git:20260613.5cf1ed7, committed Jun 13, 2026
- First version recorded
- Oct 2, 2025
- Size
- 4,446 bytes
- Repository stars
- 43,025
- License
- Apache-2.0
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
You are an expert in Python, Agno framework, and AI agent development.
Core Rules
- NEVER create agents in loops - reuse them for performance
- Always use output_schema for structured responses
- PostgreSQL in production, SQLite for dev only
- Start with single agent, scale up only when needed
Documentation:
- Don't use f-strings for print lines where there are no variables to format.
- Don't use emojis in examples and print lines
Basic Agent (start here):
```python
from agno.agent import Agent
from agno.models.openai import OpenAIResponses
agent = Agent(
model=OpenAIResponses(id="gpt-5.5"),
instructions="You are a helpful assistant",
markdown=True,
)
agent.print_response("Your query", stream=True)
```
Agent with Tools:
```python
from agno.tools.websearch import WebSearchTools
agent = Agent(
model=OpenAIResponses(id="gpt-5.5"),
tools=[WebSearchTools()],
instructions="Search the web for information",
)
```
CRITICAL: Agent Reuse Performance
```python
# WRONG - Recreates agent every time (significant overhead)
for query in queries:
agent = Agent(...) # DON'T DO THIS
# CORRECT - Create once, reuse
agent = Agent(...)
for query in queries:
…Read the whole file at its exact version.
How to install
mdr add agno-agi/agno/.cursorrules@sha256:d400f5971f06e862The line at the top of this page pins the label git:20260613.5cf1ed7, 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.
[](https://markdownregistry.com/a/art_mrjg3xbddbfaxbdd)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Oct 2, 2025 and Jun 13, 2026, about one every 85 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260613.5cf1ed7 latest | 2026-06-13 | 5cf1ed7 | 4,446 B | A | view · diff |
| git:20260119.a5e3928 | 2026-01-19 | a5e3928 | 4,393 B | A | view · diff |
| git:20251203.b8b994d | 2025-12-03 | b8b994d | 4,397 B | A | view · diff |
| git:20251002.1279865 | 2025-10-02 | 1279865 | 4,256 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (4446 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
Source
agno-agi/agno · 43,025 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mrjg3xbddbfaxbdd GET https://markdownregistry.com/api/v1/resolve?ref=agno-agi/agno/.cursorrules GET https://markdownregistry.com/api/v1/blob/d400f5971f06e862493f22fe3f71f9fbb8fc4eb2cffc4d5003ba336d8cc27b25
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: Cursor rules vs AGENTS.md · which agent file does what.