AI-native version control for agentic workflows. Structured checkpoints, spec-driven development, and multi-agent coordination.
Project description
writ-vcs
AI-native version control for agentic development.
Structured checkpoints, spec-driven development, and multi-agent coordination for agentic AI workflows.
Install
pip install writ-vcs
Quick start
# Human sets up the project (once)
writ init
# Agents work. Each agent uses three commands:
writ spec add "task description" # create a task
writ seal -s "what I did" # checkpoint work
writ spec done # mark task complete
# Human commits everything to git (once)
writ finish
git push
That's the full workflow. writ init detects your environment and sets up everything automatically. Agents discover writ via MCP tools, slash commands, or CLI. writ finish converges overlapping work and commits to git.
Python SDK
import writ
repo = writ.Repository.open(".")
ctx = repo.context() # full project state
repo.seal(summary="work done", agent_id="worker-3") # checkpoint (auto-scoped)
repo.finish() # converge + commit
CLI
writ init # guided project setup
writ context # full project state (one call)
writ context --format toon # token-optimized output
writ spec add "JWT-based auth with token refresh" # create a spec
writ seal -s "added auth" --spec auth # structured checkpoint
writ spec done # mark spec complete
writ status # fleet overview
writ finish # converge + commit to git
writ log # seal history
writ verify # cryptographic chain validation
Features
- Structured context in one call.
writ contextreturns specs, seals, working state, file contention, integration risk. One call, one structured response. - Convergence engine. Merges overlapping agent work using genesis trees as base. Auto resolves non-conflicting changes. Escalates real conflicts with confidence scores.
- Cryptographic integrity. BLAKE3 hash chains and Ed25519 signatures on every seal.
writ verifyvalidates the full history. - Spec-driven workflow. Specs are structured requirements that agents work against. Task tracking with lifecycle, agent claiming, and genesis snapshots.
- Git round trip.
writ finishconverges outstanding work and commits to git with full provenance. - MCP server. Native MCP server built in Rust. 21 tools available through the protocol agents already speak.
- TOON format. Token-optimized output that saves 12% over JSON per call. Spec-scoped context saves 65% at fleet scale.
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-0.1.1.tar.gz.
File metadata
- Download URL: writ_vcs-0.1.1.tar.gz
- Upload date:
- Size: 637.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
56f985debac26809460cdaef0b1f8026730969f8f7accca0c2b2509f3c2675f3
|
|
| MD5 |
da8cc7088b35fd26e3764c16d0e0f23e
|
|
| BLAKE2b-256 |
881e3c5c915d5d50535ce26a9adde26c0e3f81a7da81154e0dce39a25eb80359
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1.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-0.1.1.tar.gz -
Subject digest:
56f985debac26809460cdaef0b1f8026730969f8f7accca0c2b2509f3c2675f3 - Sigstore transparency entry: 1217964059
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.
File metadata
- Download URL: writ_vcs-0.1.1-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 |
48ea264e3053527fdc229f1858c60692eb129e35c9cb6bcdf23d2ba98e4ed608
|
|
| MD5 |
6d6d2e06f6bf3b887efa90f6e8945eb4
|
|
| BLAKE2b-256 |
f1a2236d2bfc6839b66f006fca4b21f3755aa63996442248c9f20f15ed7a9ec2
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1-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-0.1.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl -
Subject digest:
48ea264e3053527fdc229f1858c60692eb129e35c9cb6bcdf23d2ba98e4ed608 - Sigstore transparency entry: 1217964064
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.
File metadata
- Download URL: writ_vcs-0.1.1-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 |
4740cf6092b6cff03bfedf62f555574f788c0da63d1c9288d0003fd388c1f605
|
|
| MD5 |
9649b12b96733e84f58884bc5fa305c5
|
|
| BLAKE2b-256 |
0dd18b0ed9bfa3e7fdbc14b6acb20a41c8d341cffbe4a726d4734025d2bca7d4
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1-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-0.1.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl -
Subject digest:
4740cf6092b6cff03bfedf62f555574f788c0da63d1c9288d0003fd388c1f605 - Sigstore transparency entry: 1217964075
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.1-cp38-abi3-win_amd64.whl.
File metadata
- Download URL: writ_vcs-0.1.1-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 |
55f466d7abf1529b8d60b25e685701b1d22f0f52b151f3d6d0b914d4d0535230
|
|
| MD5 |
bcd6664ec30c9f09593643bc93dcf40e
|
|
| BLAKE2b-256 |
e7d4953c2c598bf2a0c5d143c767dff037ff2a442b60b51911bbb5bf8875c756
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1-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-0.1.1-cp38-abi3-win_amd64.whl -
Subject digest:
55f466d7abf1529b8d60b25e685701b1d22f0f52b151f3d6d0b914d4d0535230 - Sigstore transparency entry: 1217964065
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.1-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: writ_vcs-0.1.1-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 |
c132108d7395e9f26f34236690c1ef6e988d378d9d26d10dd9d42d8d846cd8b0
|
|
| MD5 |
f2cb9616c61ffe5fcd95d4c4c75a0941
|
|
| BLAKE2b-256 |
3e6a4b81e5d1f0b30c35b01c4f7706d279e89bc5b60e9959f025329d4bbab570
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1-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-0.1.1-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl -
Subject digest:
c132108d7395e9f26f34236690c1ef6e988d378d9d26d10dd9d42d8d846cd8b0 - Sigstore transparency entry: 1217964070
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.
File metadata
- Download URL: writ_vcs-0.1.1-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 |
bc76be9f1786e0a8cf1ee7c3c7237eec272f68ce085c00eeeb14c73e75b11b62
|
|
| MD5 |
17fbc7fe02d4338c8e811d7e840ea267
|
|
| BLAKE2b-256 |
34bac4e81e7175e2314a6a3e4dee207479904bc293d096bf3efd0e0feeebe24e
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1-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-0.1.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl -
Subject digest:
bc76be9f1786e0a8cf1ee7c3c7237eec272f68ce085c00eeeb14c73e75b11b62 - Sigstore transparency entry: 1217964062
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.1-cp38-abi3-macosx_11_0_arm64.whl.
File metadata
- Download URL: writ_vcs-0.1.1-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 |
a74f009a5254b298027a3bd2d960a4418867339f1b9b08141f980a81265c8187
|
|
| MD5 |
2f69f4d048b102bbe2cef387d92571da
|
|
| BLAKE2b-256 |
7b7e88739ae4221cdeaa88a5d7241e511cdc401e5c863e5979709d8da3967ed4
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1-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-0.1.1-cp38-abi3-macosx_11_0_arm64.whl -
Subject digest:
a74f009a5254b298027a3bd2d960a4418867339f1b9b08141f980a81265c8187 - Sigstore transparency entry: 1217964076
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type:
File details
Details for the file writ_vcs-0.1.1-cp38-abi3-macosx_10_12_x86_64.whl.
File metadata
- Download URL: writ_vcs-0.1.1-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 |
b7635439fe4a7d8f93e4889b0921fb80e19c02ab50b608ca8b38c568c65a92a8
|
|
| MD5 |
d94c12b02469570bc5ed09d1033f17f0
|
|
| BLAKE2b-256 |
3ba9302ae01d2e755c7cb64d6095e275b325e0c8a605dc0fbcff6fc805a22534
|
Provenance
The following attestation bundles were made for writ_vcs-0.1.1-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-0.1.1-cp38-abi3-macosx_10_12_x86_64.whl -
Subject digest:
b7635439fe4a7d8f93e4889b0921fb80e19c02ab50b608ca8b38c568c65a92a8 - Sigstore transparency entry: 1217964072
- Sigstore integration time:
-
Permalink:
andrew-garfield101/writ@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Branch / Tag:
refs/tags/v0.1.1 - Owner: https://github.com/andrew-garfield101
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@a0493e306e1b810ec645ddead22ece7ef7976a8f -
Trigger Event:
push
-
Statement type: