002_DSPy_LM_Unified_Interface

002_DSPy_LM_Unified_Interface is a cursor rule for Cursor from AIFlowML/cursor_rules. It costs 23 tokens per session (2,212 once invoked), scanned A, original, no licence file.

Rules for using DSPy’s dspy.LM() interface, a common way to connect DSPy programs to language-model providers.

In plain words
What is it for?
Use it when configuring DSPy to work with language models from different providers.
Why use it?
A shared interface reduces the need to learn a different connection pattern for every provider.

Cursor rule for Cursor

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 rules/aiflowml/cursor_rules/002_dspy_lm_unified_interface
Clone the repo
git clone --depth 1 https://github.com/AIFlowML/cursor_rules

Made for: Cursor.

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 002_DSPy_LM_Unified_Interface

README.md
[![agentmods](https://agentmods.dev/badge/rules/aiflowml/cursor_rules/002_dspy_lm_unified_interface.svg)](https://agentmods.dev/rules/aiflowml/cursor_rules/002_dspy_lm_unified_interface)
Your own site
<a href="https://agentmods.dev/rules/aiflowml/cursor_rules/002_dspy_lm_unified_interface"><img src="https://agentmods.dev/badge/rules/aiflowml/cursor_rules/002_dspy_lm_unified_interface.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,212 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found 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 $0.00023 $0.02212
Opus 5 $0.00012 $0.01106
Sonnet 5 $0.00005 $0.00442
Haiku 4.5 $0.00002 $0.00221

Measured 3d ago against content hash 5e63e5b8d7d9, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

002_DSPy_LM_Unified_Interface 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 3d 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.

.cursor/rules/DSPy_3/002_DSPy_LM_Unified_Interface.mdc · 325 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 3d ago First seen · 325 lines · 23 tokens per session scan A 5e63e5b8d7d9

Subscribe to this mod's changes

002_DSPy_LM_Unified_Interface is a cursor rule published in the GitHub repository AIFlowML/cursor_rules (25 stars, last pushed 1y ago), with no licence file. It adds 23 tokens to every session and 2,212 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.