Who is hukair-codetalk for?

hukair-codetalk is an open-source project built for developers.

Is hukair-codetalk free?

Yes — hukair-codetalk is open source under the AGPL-3.0 license and free to use.

What platforms does hukair-codetalk run on?

hukair-codetalk runs on the command line.

Is hukair-codetalk still active?

The GitHub repository shows 279 commits in the last 90 days.

What are alternatives to hukair-codetalk?

Similar projects tracked by PulseGate include Track Debug, ZenPress, and StarPulse.

Is hukair-codetalk open source?

Yes — hukair-codetalk is open source under the AGPL-3.0 license, developed on GitHub.

Back to the index

hukair-codetalk

PyPIInfrastructure

hukair-codetalk creates verifiable code decision provenance by linking git history with AI coding sessions from Claude, Cursor, or Codex. It generates auditable "why" explanations, technical debt maps, and decision influence graphs. A local-first tool for developers who want to maintain understandable, traceable codebases when using AI assistants.

Open SourceAGPL-3.0CLI

Visit PyPI

3stars

5features

2026since

Overview

5 features

hukair-codetalk sits in PulseGate's Developer Tools category. It focuses on understanding and tracing why specific code decisions were made across git history and AI coding sessions. It is built as an open-source project for developers. The project is open source (AGPL-3.0). It runs on the command line.

hukair-codetalk first shipped in 2026. The project is developed in the open on GitHub with 279 commits in the last 90 days. Among its 5 catalogued features are git integration, decision mapping, and code provenance. It exposes integrations via an MCP server.

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

Git integration
Decision mapping
Code provenance
Local-first
Influence graphs

Built with & integrations

AI providers

anthropic

Connectors

MCP

Runs on

CLI

Trust & compliance

License

AGPL-3.0

Verified signals

HTTPSOpen Source GitHub · ★ 3Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed22 Jul · 21:57 UTC
hukair-codetalk verified against its public source
Source: PulseGate · Open

Frequently asked questions about hukair-codetalk

What is hukair-codetalk?: Hukair-codetalk focuses on understanding and tracing why specific code decisions were made across git history and AI coding sessions. It is catalogued under Developer Tools on PulseGate.
Who is hukair-codetalk for?: hukair-codetalk is an open-source project built for developers.
Is hukair-codetalk free?: Yes — hukair-codetalk is open source under the AGPL-3.0 license and free to use.
What platforms does hukair-codetalk run on?: hukair-codetalk runs on the command line.
Is hukair-codetalk still active?: The GitHub repository shows 279 commits in the last 90 days.
What are alternatives to hukair-codetalk?: Similar projects tracked by PulseGate include Track Debug, ZenPress, and StarPulse.Track Debug ZenPress StarPulse
How long has hukair-codetalk been around?: hukair-codetalk first shipped in 2026.
Is hukair-codetalk open source?: Yes — hukair-codetalk is open source under the AGPL-3.0 license, developed on GitHub.

At a glance

Platforms: Cli
Languages: Chinese
Open source: Yes · ★ 3
License: AGPL-3.0
First seen: 22 Jul 2026
Built for: developers
Model: Open source
Solves: Understanding and tracing why specific code decisions were made across git history and AI coding sessions.

Registered as

GitHub: HUKAIR/CodeTalk
PyPI: hukair-codetalk

Developer

Hukair

Solo developer

GitHub

Open source

View on GitHub

Stars: 3
Forks: 0
Open issues: 2
Last commit: 22 Jul 2026
Commits 90d: 279
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.3.1 · 22 Jul 2026

Live coverage

Identity confidence: Low · 64
Indexed: 22 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 22 Jul 2026

Identity audit (13)

Slug: hukair-codetalk-pypi-org
Lifecycle state recorded: 22 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 22 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: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 5 Aug 2026
Canonical URL: https://pypi.org/project/hukair-codetalk

Ship this? Send a correction — no account, and you get a link to follow it.

Also in Developer Tools

Same category — not a similarity match