repo-ser is an open-source project built for developers.

Yes — repo-ser is open source under the MIT license and free to use.

What platforms does repo-ser run on?

repo-ser runs on the command line.

Is repo-ser still active?

The GitHub repository shows 3 commits in the last 90 days.

What projects are similar to repo-ser?

Similar projects tracked by PulseGate include EfficiencyNext Data Connector, System Information Widgets, and CKB.

Who develops repo-ser?

repo-ser is developed by vnparmane.

When did repo-ser launch?

repo-ser first shipped in 2026.

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repo-ser

Name: repo-ser
Author: vnparmane

PyPIInfrastructure

repo-ser is a Python CLI tool that produces deterministic serializations of code repositories. It is designed specifically for LLM workflows, generating consistent manifests and serialized outputs that can be reliably used by agents, RAG systems, or other LLM tooling. Licensed under MIT and hosted on GitHub.

Open SourceMITCLI

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Overview

4 features

repo-ser is a Developer Tools project. It focuses on serializing code repositories in a deterministic, reproducible way for use in LLM agent and RAG workflows. repo-ser is an open-source project aimed at developers. The project is open source (MIT). It runs on the command line.

It is developed by vnparmane, and it first shipped in 2026. Development happens publicly on GitHub with 3 commits in the last 90 days. Key capabilities include Repository Serialization, Deterministic Output, and LLM Workflow Support.

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

Repository Serialization
Deterministic Output
LLM Workflow Support
Manifest Generation

Built with & integrations

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed26 Jul · 08:50 UTC
repo-ser verified against its public source
Source: PulseGate · Open

Frequently asked questions about repo-ser

What is repo-ser?: Repo-ser focuses on serializing code repositories in a deterministic, reproducible way for use in LLM agent and RAG workflows. It is catalogued under Developer Tools on PulseGate.
Who is repo-ser for?: repo-ser is an open-source project built for developers.
Is repo-ser free?: Yes — repo-ser is open source under the MIT license and free to use.
What platforms does repo-ser run on?: repo-ser runs on the command line.
Is repo-ser still active?: The GitHub repository shows 3 commits in the last 90 days.
What projects are similar to repo-ser?: Similar projects tracked by PulseGate include EfficiencyNext Data Connector, System Information Widgets, and CKB.EfficiencyNext Data Connector System Information Widgets CKB
Who develops repo-ser?: repo-ser is developed by vnparmane.
When did repo-ser launch?: repo-ser first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 26 Jul 2026
Built for: developers
Model: Open source
Solves: Serializing code repositories in a deterministic, reproducible way for use in LLM agent and RAG workflows.

Registered as

GitHub: vnparmane/repo-ser
PyPI: repo-ser

Developer

vnparmane

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 20 Jul 2026
Commits 90d: 3
Contributors: 1
Authorship: Solo
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 26 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 26 Jul 2026

Identity audit (13)

Slug: repo-ser-pypi-org
Lifecycle state recorded: 26 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 26 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: 26 Jul 2026
Canonical URL: https://pypi.org/project/repo-ser

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