AI-native version control for agentic workflows — structured checkpoints, spec-driven development, and multi-agent coordination
Project description
writ — AI-native version control
Structured checkpoints, spec-driven development, and multi-agent coordination for agentic AI workflows.
Install
pip install writ-vcs
Quick start
import writ
# One-command setup (detects git, imports baseline, creates .writignore)
result = writ.Repository.install(".")
# Or manual init
repo = writ.Repository.init(".")
# Create a seal (structured checkpoint)
repo.seal(
summary="implemented auth module",
agent_id="implementer",
agent_type="agent",
spec_id="auth",
status="in-progress",
)
# Get structured context (optimized for LLM consumption)
ctx = repo.context()
# Spec-driven workflow
repo.add_spec("auth", "Authentication", "JWT-based auth system")
repo.update_spec("auth", status="complete")
Agent SDK
Higher-level abstractions for common agent patterns:
from writ.sdk import Agent, Phase, Pipeline
with Agent("implementer", spec_id="auth") as agent:
ctx = agent.context # project state loaded automatically
# ... do work ...
agent.seal("implemented token refresh")
CLI
writ install # one-command project setup
writ seal -s "added auth" --agent impl --spec auth # structured checkpoint
writ context # LLM-optimized project state
writ log # seal history
writ bridge export --branch writ/output # export to git
Links
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file writ_vcs-0.1.0.tar.gz.
File metadata
- Download URL: writ_vcs-0.1.0.tar.gz
- Upload date:
- Size: 635.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e82e828db410a5daabbe3cfb06b999c94cc51478c13984e30ae48934f5d3a4b1
|
|
| MD5 |
3b5d94bbd2faba939dc2d5ba262fc66b
|
|
| BLAKE2b-256 |
4596eae66033c828f8112e04b96ac075b6d41c893a0058050597915743c7d06e
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0.tar.gz:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0.tar.gz -
Subject digest:
e82e828db410a5daabbe3cfb06b999c94cc51478c13984e30ae48934f5d3a4b1 - Sigstore transparency entry: 1217650117
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.
File metadata
- Download URL: writ_vcs-0.1.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
- Upload date:
- Size: 7.5 MB
- Tags: PyPy, manylinux: glibc 2.17+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
894cea64ac6267d888b7bbc7ae36a46c1f333c10f51ad645c658fc337d8d707e
|
|
| MD5 |
63d723c492670a3983cf44e3d837051a
|
|
| BLAKE2b-256 |
615f26f7c76118ae2c1024be1b92687aaf75241280380a5af4bd54ec334e55c7
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl -
Subject digest:
894cea64ac6267d888b7bbc7ae36a46c1f333c10f51ad645c658fc337d8d707e - Sigstore transparency entry: 1217650128
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.
File metadata
- Download URL: writ_vcs-0.1.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
- Upload date:
- Size: 7.5 MB
- Tags: PyPy, manylinux: glibc 2.17+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
30159a188c5a0954f74c852ddbf49bde4edf3fc93ae304c74418a7c451ee3c43
|
|
| MD5 |
7db9e59506dac0f47bbdb58f403a31f5
|
|
| BLAKE2b-256 |
ff14d69e3b1e7c6f333fb161921225c50e4cd7227f97399936dc6f9de61e6a9b
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl -
Subject digest:
30159a188c5a0954f74c852ddbf49bde4edf3fc93ae304c74418a7c451ee3c43 - Sigstore transparency entry: 1217650120
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.0-cp38-abi3-win_amd64.whl.
File metadata
- Download URL: writ_vcs-0.1.0-cp38-abi3-win_amd64.whl
- Upload date:
- Size: 7.2 MB
- Tags: CPython 3.8+, Windows x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
45814ace8da3b58338074eead76e9a2c29519709344401d647511a4367c3a611
|
|
| MD5 |
509e835abb9b8c075b9bbd0b56c62679
|
|
| BLAKE2b-256 |
a5d5a590c59f6e8def3daafdf4013b56050fa1540578a09f8b6ee84048d54e6b
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0-cp38-abi3-win_amd64.whl:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0-cp38-abi3-win_amd64.whl -
Subject digest:
45814ace8da3b58338074eead76e9a2c29519709344401d647511a4367c3a611 - Sigstore transparency entry: 1217650131
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 7.8 MB
- Tags: CPython 3.8+, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
26e032ef1b055f42c928b5295ff6f9c6698998784b6691ed4bbaa611a396ff34
|
|
| MD5 |
1278830b6c03032f8e78757bf3820133
|
|
| BLAKE2b-256 |
f5ef1c7dba52ea582524b13b7f74d5b7291aeb9512a0765024379358b90b3a63
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl -
Subject digest:
26e032ef1b055f42c928b5295ff6f9c6698998784b6691ed4bbaa611a396ff34 - Sigstore transparency entry: 1217650123
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.
File metadata
- Download URL: writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
- Upload date:
- Size: 7.5 MB
- Tags: CPython 3.8+, manylinux: glibc 2.17+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2da8b36270b7d36349c084601b8cacd6a14c17ea4cd603c3800c0ba7c6b87f37
|
|
| MD5 |
c1bf525c67ff16482b778e9ac1fe2fb1
|
|
| BLAKE2b-256 |
a60a5fd65c888423e876a71eec81bab23e49e834bcc647ce9b742c6b1b4dc8ef
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl -
Subject digest:
2da8b36270b7d36349c084601b8cacd6a14c17ea4cd603c3800c0ba7c6b87f37 - Sigstore transparency entry: 1217650137
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.0-cp38-abi3-macosx_11_0_arm64.whl.
File metadata
- Download URL: writ_vcs-0.1.0-cp38-abi3-macosx_11_0_arm64.whl
- Upload date:
- Size: 6.8 MB
- Tags: CPython 3.8+, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ab33a5468565f9618ec96ad855ad0ccad0001e1b83d069b035f3fa0a00dc3d6f
|
|
| MD5 |
1c1fd1c55d9439fe2ed9e443666dab8c
|
|
| BLAKE2b-256 |
bd66b860443ed436b628d3ec8f76474fc9805d055d068b21c6cdde15a8585226
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0-cp38-abi3-macosx_11_0_arm64.whl:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0-cp38-abi3-macosx_11_0_arm64.whl -
Subject digest:
ab33a5468565f9618ec96ad855ad0ccad0001e1b83d069b035f3fa0a00dc3d6f - Sigstore transparency entry: 1217650143
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.0-cp38-abi3-macosx_10_12_x86_64.whl.
File metadata
- Download URL: writ_vcs-0.1.0-cp38-abi3-macosx_10_12_x86_64.whl
- Upload date:
- Size: 7.3 MB
- Tags: CPython 3.8+, macOS 10.12+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ef4a6f5dcf5890a60553248d0ac7e9f797cc89d46b7b9f531fce08c41d11bca9
|
|
| MD5 |
cc0d4d1aaf5b7e940c4c22875c196e75
|
|
| BLAKE2b-256 |
89e889d88d284d4b867e9f09a98f73ec5affe3d5081c0a5b2a68b7002d3ca46e
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.0-cp38-abi3-macosx_10_12_x86_64.whl:
Publisher:
release.yml on andrew-garfield101/writ
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
writ_vcs-0.1.0-cp38-abi3-macosx_10_12_x86_64.whl -
Subject digest:
ef4a6f5dcf5890a60553248d0ac7e9f797cc89d46b7b9f531fce08c41d11bca9 - Sigstore transparency entry: 1217650149
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Branch / Tag:
refs/tags/v0.1.0 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@2151a092f9c486b5ef35088e55b7e5fba8ce15de -
Trigger Event:
push
-
Statement type: