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brief-spec

PyPIInfrastructure

No liveness check has reached it yet; it is registered on GitHub and PyPI and has been in the index since 9 Oct 2026. How this is checked

brief-spec is an open-source Python package for defining type-aware delivery contracts used by AI coding harnesses. It helps developers specify requirements and verify implementation evidence in agent-assisted software projects.

Inferred · not functionally tested

Open SourceMITCLISelf-hosted
Visit PyPI
29stars
78forks
5features
2026since

Overview

5 features

Purpose: Defining and verifying evidence-backed delivery contracts for AI-assisted software development.

Inferred · not functionally tested

Audience: developers building or using AI coding harnesses

Inferred · not functionally tested

Functions: code_generation

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

In the Frameworks & SDKs space, brief-spec takes a focused approach. Inferred · not functionally tested: It focuses on defining and verifying evidence-backed delivery contracts for AI-assisted software development. Inferred · not functionally tested: brief-spec is an open-source project aimed at developers building or using AI coding harnesses. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: It runs on the command line, and it can be self-hosted.

Luan Moreno Maciel builds and maintains brief-spec, and it first shipped in 2026. The project is developed in the open on GitHub with 29 stars and 99 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include typed contracts, evidence tracking, and requirement validation.

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

Tasks: Inferred · not functionally tested

  • Typed contracts
  • Evidence tracking
  • Requirement validation
  • AI harness support
  • Python package

Topics: Inferred · not functionally tested

Tags
ai-coding-harnessesdelivery-contractstype-validationevidence-tracking
AI capabilities
CodeStructured

JSON profile · Text profile · Access guide

Built with & integrations

Written with
Claude Code
Connectors
github
Runs on
CLISelf-hosted
Written with — evidence
Claude Code
commit 3781d0d36f16 · since Sep 2026

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHub · ★ 29Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed8 Oct · 21:13 UTC
    brief-spec seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about brief-spec

What does brief-spec do?
Inferred · not functionally tested: Brief-spec focuses on defining and verifying evidence-backed delivery contracts for AI-assisted software development. It is catalogued under Frameworks & SDKs on PulseGate.
Who should use brief-spec?
Inferred · not functionally tested: brief-spec is an open-source project built for developers building or using AI coding harnesses.
Is brief-spec free?
Basis unknown · not verified: Yes — brief-spec is open source under the MIT license and free to use.
What platforms does brief-spec run on?
Basis unknown · not verified: brief-spec runs on the command line. It can also be self-hosted.
Is brief-spec still maintained?
The GitHub repository shows 99 commits in the last 90 days.
What projects are similar to brief-spec?
Similar projects tracked by PulseGate include hiapp, poolster, and volatouch.hiapppoolstervolatouch
Who develops brief-spec?
brief-spec is developed by Luan Moreno Maciel.
When did brief-spec launch?
brief-spec first shipped in 2026.

Also in Frameworks & SDKs

Same category — not a similarity match