Holder Kit

Analyse, transform and import Holder data with Python.

Holder Kit gives Python programs direct access to Holder projects, cards, connections, tags and milestones.

Typical uses include:

Data analysis — load Holder data into pandas and explore it with familiar Python tools.
Bulk import and transformation — create or modify large collections of cards programmatically.
Machine learning — extract Holder content for classification, clustering, embeddings, ranking and other experiments.
Graph analysis — export explicit connections between cards to NetworkX.
Dataset and corpus preparation — turn a Holder knowledge base into structured Python records for further processing.
Offline automation — perform maintenance, migration and batch operations without running the Holder daemon.

The base package exposes ordinary Python records and has no data-science dependencies. pandas and NetworkX integrations are available as optional extras.

A typical workflow looks like this:

AI generated image

You make a new project, or clone an existing one.
You do work and analysis.
You push your experiment, or discard it.

A first example

import holderkit

with holderkit.create("Research") as project:
    card = project.create_card(
        "Interesting question",
        "Something worth investigating.",
    )

    print(project.cards.to_records(include_content=True))

Or clone an existing Holder project and explore its cards:

with holderkit.clone("git@example.org:research.git") as project:
    for card in project.cards.to_records(include_content=True):
        print(card["title"], card["content"])

Replace the example URL with your project's Git remote. Holder Kit chooses local storage automatically. These examples need Git installed.

When your experiment is ready, publish it while the project is open with project.push(remote_url="git@example.org:research.git", branch="experiments/results"). Use project.close() to keep your work, or project.discard(confirm=True) to remove it locally. See Publishing and finishing a project.

Follow the walkthrough to create connected cards, add tags and milestones, and analyse detached records with pandas and NetworkX.

Installation

Holder Kit is currently in early development.

The Python distribution is named holder-kit and the import package is holderkit.

See Building Holder Kit for installing the current version from source.

Ubuntu packages are also available as python3-holder-kit for supported Holder package repositories.

How Holder Kit fits into Holder

Holder Kit is a Python binding over libholder, running Holder directly inside the Python process. This makes it suitable for scripts, notebooks, data analysis and applications that want to embed Holder functionality.

To control a running Holder installation through the Framework API, use holder-python.

Holder Kit is part of Holder and is released with it, at the same version.

Examples

The repository includes examples covering:

card creation and lifecycle;
detached Python records;
pandas analysis;
connection graphs;
tag analysis;
milestone and calendar analysis;
creating projects, retaining local edits and explicitly finishing an experiment.

See the examples/ directory.

Documentation

Status

Holder Kit is under active development. The current API covers projects, cards, explicit connections, tags, milestones and analytical exports, with more of the libholder API to follow.

Licence

See LICENSE.

Metadata

Release files for holder-kit 0.2.5

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for holder-kit 0.2.5
File	Size	Uploaded
holder_kit-0.2.5.tar.gz	4.8 MB	Oct 12, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for holder-kit 0.2.5
File	Interpreter	ABI	Platform	Reset
holder_kit-0.2.5-cp315-cp315-win_amd64.whl 5.5 MB Oct 13, 2026	CPython 3.15	CPython 3.15	Windows x86-64	Details
holder_kit-0.2.5-cp315-cp315-manylinux_2_39_x86_64.whl 10.3 MB Oct 13, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.39+ x86-64	Details
holder_kit-0.2.5-cp315-cp315-macosx_15_0_arm64.whl 4.6 MB Oct 13, 2026	CPython 3.15	CPython 3.15	macOS 15.0+ ARM64	Details
holder_kit-0.2.5-cp314-cp314-win_amd64.whl 5.5 MB Oct 12, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
holder_kit-0.2.5-cp314-cp314-manylinux_2_39_x86_64.whl 10.3 MB Oct 12, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.39+ x86-64	Details
holder_kit-0.2.5-cp314-cp314-macosx_15_0_arm64.whl 4.6 MB Oct 12, 2026	CPython 3.14	CPython 3.14	macOS 15.0+ ARM64	Details
holder_kit-0.2.5-cp313-cp313-win_amd64.whl 5.3 MB Oct 12, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
holder_kit-0.2.5-cp313-cp313-manylinux_2_39_x86_64.whl 10.3 MB Oct 12, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.39+ x86-64	Details
holder_kit-0.2.5-cp313-cp313-macosx_15_0_arm64.whl 4.6 MB Oct 12, 2026	CPython 3.13	CPython 3.13	macOS 15.0+ ARM64	Details
holder_kit-0.2.5-cp312-cp312-win_amd64.whl 5.3 MB Oct 12, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
holder_kit-0.2.5-cp312-cp312-manylinux_2_39_x86_64.whl 10.3 MB Oct 12, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.39+ x86-64	Details
holder_kit-0.2.5-cp312-cp312-macosx_15_0_arm64.whl 4.6 MB Oct 12, 2026	CPython 3.12	CPython 3.12	macOS 15.0+ ARM64	Details
holder_kit-0.2.5-cp311-cp311-win_amd64.whl 5.3 MB Oct 12, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
holder_kit-0.2.5-cp311-cp311-manylinux_2_39_x86_64.whl 10.3 MB Oct 12, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.39+ x86-64	Details
holder_kit-0.2.5-cp311-cp311-macosx_15_0_arm64.whl 4.6 MB Oct 12, 2026	CPython 3.11	CPython 3.11	macOS 15.0+ ARM64	Details
holder_kit-0.2.5-cp310-cp310-win_amd64.whl 5.3 MB Oct 12, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
holder_kit-0.2.5-cp310-cp310-manylinux_2_39_x86_64.whl 10.3 MB Oct 12, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.39+ x86-64	Details
holder_kit-0.2.5-cp310-cp310-macosx_15_0_arm64.whl 4.6 MB Oct 12, 2026	CPython 3.10	CPython 3.10	macOS 15.0+ ARM64	Details

Total release size: 126.5 MB

Release files / holder_kit-0.2.5.tar.gz

Download URL	holder_kit-0.2.5.tar.gz
Size	4.8 MB
Tags	Source
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Publishing platform: GitHub Actions
Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

Workflow

Publishing configuration: github.com/HolderTeam/holder/blob/9f3155a328431c6a5bde1b6194895834ac751437/.github/workflows/release-kit-pypi.yml
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Size	5.5 MB
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Release files / holder_kit-0.2.5-cp315-cp315-macosx_15_0_arm64.whl

Download URL	holder_kit-0.2.5-cp315-cp315-macosx_15_0_arm64.whl
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Release files / holder_kit-0.2.5-cp314-cp314-win_amd64.whl

Download URL	holder_kit-0.2.5-cp314-cp314-win_amd64.whl
Size	5.5 MB
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Publishing platform: GitHub Actions
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Download URL	holder_kit-0.2.5-cp314-cp314-manylinux_2_39_x86_64.whl
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Publishing repository: github.com/HolderTeam/holder
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Publishing platform: GitHub Actions
Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

Workflow

Publishing configuration: github.com/HolderTeam/holder/blob/9f3155a328431c6a5bde1b6194895834ac751437/.github/workflows/release-kit-pypi.yml
Publishing logs: github.com/HolderTeam/holder/actions/runs/38249169547/attempts/1

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Release files / holder_kit-0.2.5-cp313-cp313-win_amd64.whl

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Size	5.3 MB
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Publishing platform: GitHub Actions
Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

Workflow

Publishing configuration: github.com/HolderTeam/holder/blob/9f3155a328431c6a5bde1b6194895834ac751437/.github/workflows/release-kit-pypi.yml
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Release files / holder_kit-0.2.5-cp313-cp313-manylinux_2_39_x86_64.whl

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Publishing repository: github.com/HolderTeam/holder
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Release files / holder_kit-0.2.5-cp313-cp313-macosx_15_0_arm64.whl

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Publishing repository: github.com/HolderTeam/holder
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Release files / holder_kit-0.2.5-cp312-cp312-win_amd64.whl

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Publishing repository: github.com/HolderTeam/holder
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Release files / holder_kit-0.2.5-cp311-cp311-win_amd64.whl

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Size	5.3 MB
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Publishing repository: github.com/HolderTeam/holder
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Release files / holder_kit-0.2.5-cp311-cp311-manylinux_2_39_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

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Release files / holder_kit-0.2.5-cp311-cp311-macosx_15_0_arm64.whl

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Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

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Publishing configuration: github.com/HolderTeam/holder/blob/9f3155a328431c6a5bde1b6194895834ac751437/.github/workflows/release-kit-pypi.yml
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Release files / holder_kit-0.2.5-cp310-cp310-manylinux_2_39_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

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Publishing configuration: github.com/HolderTeam/holder/blob/9f3155a328431c6a5bde1b6194895834ac751437/.github/workflows/release-kit-pypi.yml
Publishing logs: github.com/HolderTeam/holder/actions/runs/38249169547/attempts/1

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Release files / holder_kit-0.2.5-cp310-cp310-macosx_15_0_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/HolderTeam/holder
Publishing commit: github.com/HolderTeam/holder/tree/9f3155a328431c6a5bde1b6194895834ac751437

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Publishing configuration: github.com/HolderTeam/holder/blob/9f3155a328431c6a5bde1b6194895834ac751437/.github/workflows/release-kit-pypi.yml
Publishing logs: github.com/HolderTeam/holder/actions/runs/38249169547/attempts/1

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SHA-256 checksum: e078204f44bb7271f63bd8ab47b0b8909206a753fb1b794b5c082444398d9747 Verifying attestations

Release history Release notifications | RSS feed

This release

0.2.5 This release

Oct 12, 2026 19 release files

0.0.2

Oct 5, 2026 16 release files

0.0.1

Oct 5, 2026 16 release files

holder-kit 0.2.5

Holder Kit

A first example

Installation

How Holder Kit fits into Holder

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1 maintainer

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Release files for holder-kit 0.2.5

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Release files / holder_kit-0.2.5.tar.gz

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Release files / holder_kit-0.2.5-cp315-cp315-win_amd64.whl

Release files / holder_kit-0.2.5-cp315-cp315-manylinux_2_39_x86_64.whl

Release files / holder_kit-0.2.5-cp315-cp315-macosx_15_0_arm64.whl

Release files / holder_kit-0.2.5-cp314-cp314-win_amd64.whl

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Release files / holder_kit-0.2.5-cp313-cp313-win_amd64.whl

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Release files / holder_kit-0.2.5-cp313-cp313-manylinux_2_39_x86_64.whl

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Release files / holder_kit-0.2.5-cp313-cp313-macosx_15_0_arm64.whl

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Release files / holder_kit-0.2.5-cp312-cp312-win_amd64.whl

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Release files / holder_kit-0.2.5-cp312-cp312-manylinux_2_39_x86_64.whl

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