Who should use guimiran-spectra?

guimiran-spectra is an open-source project built for AI developers and engineers.

What platforms does guimiran-spectra run on?

guimiran-spectra runs on the command line.

Is guimiran-spectra still maintained?

Unverified. guimiran-spectra has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

Who makes guimiran-spectra?

guimiran-spectra is developed by GuiMiran.

How long has guimiran-spectra been around?

guimiran-spectra first shipped in 2026.

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guimiran-spectra

Name: guimiran-spectra
Author: GuiMiran

PyPIInfrastructure

guimiran-spectra is a CLI tool that facilitates spec-driven development for agentic AI projects. It helps developers define, validate, and enforce specifications for AI agents, streamlining the development process for complex agentic systems.

CC-BY-NC-ND-4.0CLI

Visit PyPI

Overview

3 features

In the CLI tools & terminal space, guimiran-spectra takes a focused approach. Enabling developers to implement and validate spec-driven development workflows for agentic AI systems. guimiran-spectra is an open-source project aimed at AI developers and engineers. guimiran-spectra is available on the command line.

GuiMiran builds and maintains guimiran-spectra, and it first shipped in 2026. Key capabilities include spec-driven development, AI agent integration, and specification validation.

Summary written by a language model from the project’s public pages.

Spec-driven development
AI agent integration
Specification validation

Built with & integrations

Runs on

CLI

Trust & compliance

License

CC-BY-NC-ND-4.0

Verified signals

HTTPS

Indexing history

What PulseGate has recorded for this listing

Indexed1 Jul · 01:11 UTC
guimiran-spectra verified via PyPI Bulk Enumerator
Source: PyPI Bulk Enumerator · Open

Frequently asked questions about guimiran-spectra

What does guimiran-spectra do?: Enabling developers to implement and validate spec-driven development workflows for agentic AI systems. It is catalogued under CLI tools & terminal on PulseGate.
Who should use guimiran-spectra?: guimiran-spectra is an open-source project built for AI developers and engineers.
What platforms does guimiran-spectra run on?: guimiran-spectra runs on the command line.
Is guimiran-spectra still maintained?: Unverified. guimiran-spectra has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
Who makes guimiran-spectra?: guimiran-spectra is developed by GuiMiran.
How long has guimiran-spectra been around?: guimiran-spectra first shipped in 2026.

At a glance

Platforms: CLI
Languages: English
License: CC-BY-NC-ND-4.0
First seen: 1 Jul 2026
Built for: AI developers and engineers
Model: Open source
Solves: Enabling developers to implement and validate spec-driven development workflows for agentic AI systems.

Registered as

PyPI: guimiran-spectra

Developer

GuiMiran

Index record

Indexed: 1 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 1 Jul 2026

Identity audit (12)

Slug: guimiran-spectra-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 1 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Recorded source: taxonomy-pass-b.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/guimiran-spectra

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