cursor-build-loop

cursor-build-loop is a skill for Claude Code from BuildGreatProducts/product-os-public. It costs 131 tokens per session (858 once invoked), scanned A, original, no licence file.

A workflow for building software features with Cursor, an AI coding editor, through repeated building, review, testing, and fixing. It can be used in any codebase.

In plain words
What is it for?
Use it to implement the next task, continue a plan, or build a feature through a structured build-and-test loop.
Why use it?
It gives feature work a defined cycle for checking and correcting the result. This reduces the chance of stopping after code is written but before it is reviewed and tested.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the productos plugin — 38 skills shipped together

Good fit Use it to implement the next task, continue a plan, or build a feature through a structured build-and-test loop.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/buildgreatproducts/product-os-public/cursor-build-loop
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.

Any agent
npx skills add BuildGreatProducts/product-os-public --skill cursor-build-loop
Clone the repo
git clone --depth 1 https://github.com/BuildGreatProducts/product-os-public

Made for: Claude Code.

Or install productos, the plugin that ships this one along with the rest of its 38 skills.

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 cursor-build-loop

README.md
[![agentmods](https://agentmods.dev/badge/skills/buildgreatproducts/product-os-public/cursor-build-loop/github.svg)](https://agentmods.dev/skills/buildgreatproducts/product-os-public/cursor-build-loop)
Your own site
<a href="https://agentmods.dev/skills/buildgreatproducts/product-os-public/cursor-build-loop"><img src="https://agentmods.dev/badge/skills/buildgreatproducts/product-os-public/cursor-build-loop/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 cursor-build-loop

Your own site · 80×15
<a href="https://agentmods.dev/skills/buildgreatproducts/product-os-public/cursor-build-loop"><img src="https://agentmods.dev/badge/skills/buildgreatproducts/product-os-public/cursor-build-loop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 131 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 858 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 $0.00131 $0.00858
Opus 5 $0.00066 $0.00429
Sonnet 5 $0.00026 $0.00172
Haiku 4.5 $0.00013 $0.00086

Measured 11d ago against content hash 54b5e12c7fe6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

cursor-build-loop 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 11d 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.

skills/cursor-build-loop/SKILL.md · 36 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 11d ago First seen · 36 lines · 131 tokens per session scan A 54b5e12c7fe6

Subscribe to this mod's changes

cursor-build-loop is a skill published in the GitHub repository BuildGreatProducts/product-os-public (12 stars, last pushed 12d ago), with no licence file. It adds 131 tokens to every session and 858 once invoked, about $0.0007 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.

Related

Other skills, from other repositories

research-engineer

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.

davila7/claude-code-templates · 43 tokens

tika-eval-compare

Compare extracts from two Tika builds over a corpus to detect regressions in content, encoding, exceptions, and embedded-document handling. Use for "compare before/after extracts", "eval this change against the corpus".

apache/tika · 50 tokens

neuron-evaluation-engineer

Create and run AI evaluations with datasets, assertions, and output drivers in Neuron AI. Use this skill whenever the user mentions evaluation, testing AI systems, creating evaluators, dataset-driven testing, assertion-based validation, or wants to measure AI system performance. Also trigger for tasks involving…

neuron-core/neuron-ai · 77 tokens

jetson-validate-image

Use after jetson-flash-image to run static BSP checks, on-target smoke/regression tests on a flashed DUT, or both. Not for build or flash steps. Triggers: validate bsp, on-target validation.

NVIDIA/skills · 50 tokens

atmos-validation

Validate Atmos projects, components, arbitrary JSON Schema inputs, EditorConfig, and GitHub Actions; use affected-file selection and native CI annotations.

cloudposse/atmos · 31 tokens

skill-benchmark

Benchmark AI skill effectiveness by measuring implementation quality against legacy constraints.

HoangNguyen0403/agent-skills-standard · 16 tokens