ai-workspace-framework-core: Agent for Claude Code

.cursor/agents/interpreter.md

interpreter is an agent for Claude Code, Cursor from matiaszaldarriaga/ai-workspace-framework-core. It costs 27 tokens per session (141 once invoked), scanned A, original, no licence file.

A scientific and technical results interpreter that examines plots first and produces a human-readable RESULTSREVIEW document.

In plain words
What is it for?
Use it to review experiment or analysis results and create a document for people who need to understand the findings.
Why use it?
It helps turn plotted results into a written review without requiring the reader to interpret every chart unaided.

Agent for Claude CodeCursor

Written for Cursor and Claude Code: installed under .cursor/, but also a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

This is matiaszaldarriaga/ai-workspace-framework-core's own configuration. It tells Claude Code and Cursor how to work on ai-workspace-framework-core itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-workspace-framework-core configures →

Reuse

Borrowing it

Nothing to install: this file belongs to matiaszaldarriaga/ai-workspace-framework-core. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/matiaszaldarriaga/ai-workspace-framework-core/main/.cursor/agents/interpreter.md
Clone the repo
git clone --depth 1 https://github.com/matiaszaldarriaga/ai-workspace-framework-core

Made for: Claude Code, 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 interpreter

README.md
[![agentmods](https://agentmods.dev/badge/agents/matiaszaldarriaga/ai-workspace-framework-core/interpreter/github.svg)](https://agentmods.dev/agents/matiaszaldarriaga/ai-workspace-framework-core/interpreter)
Your own site
<a href="https://agentmods.dev/agents/matiaszaldarriaga/ai-workspace-framework-core/interpreter"><img src="https://agentmods.dev/badge/agents/matiaszaldarriaga/ai-workspace-framework-core/interpreter/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for interpreter

Your own site · 80×15
<a href="https://agentmods.dev/agents/matiaszaldarriaga/ai-workspace-framework-core/interpreter"><img src="https://agentmods.dev/badge/agents/matiaszaldarriaga/ai-workspace-framework-core/interpreter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 27 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 141 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00027 $0.00141
Opus 5 $0.00014 $0.00071
Sonnet 5 $0.00005 $0.00028
Haiku 4.5 $0.00003 $0.00014

Measured 9d ago against content hash 0f572751e468, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

interpreter 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 9d 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/agents/interpreter.md · 17 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. 9d ago First seen · 17 lines · 27 tokens per session scan A 0f572751e468

Subscribe to this mod's changes

interpreter is an agent published in the GitHub repository matiaszaldarriaga/ai-workspace-framework-core (3 stars, last pushed 6mo ago), with no licence file. It adds 27 tokens to every session and 141 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 2026-08-31.

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