driftshield
Find where an AI agent first went wrong.
DriftShield reconstructs a failed agent run as a decision graph, shows where reasoning first drifted and matches the failure against known community signatures. It reads Claude Code, Codex CLI, Claude Desktop, Codex Desktop, OpenClaw, CrewAI and LangChain transcripts.
pip install driftshield-sdk
driftshield analyze session.jsonl
The distribution is called driftshield-sdk on PyPI because the name
driftshield was already too close to an unrelated project. The import
package and the command are still driftshield.
The library surface is two calls:
from driftshield import analyse_run, submit
run = analyse_run(open("session.jsonl", "rb").read(), source="session.jsonl")
print(run.qualification_state, run.findings)
receipt = submit(run) # community lane: redacted, no key needed
analyse_run works offline and touches nothing outside the process. submit
is the only call that sends anything off the machine, and it only ever sends
run.redacted_transcript.
Documentation, the self hosted web UI and the full CLI reference live in the repository: https://github.com/tborys/driftshield
Licensed under AGPL-3.0-or-later.
1 maintainer
Metadata
1 maintainer
Release files for driftshield-sdk 0.2.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| driftshield_sdk-0.2.1.tar.gz | 290.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| driftshield_sdk-0.2.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 492.6 kB
Release files / driftshield_sdk-0.2.1.tar.gz
| Download URL | driftshield_sdk-0.2.1.tar.gz |
|---|---|
| Size | 290.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
a8a6a2eae44174015bb2e33495119a96e3052898a0c73b42c843b7aa68280860
|
|
BLAKE2b-256 checksum How to use checksums |
8a343b633bbf4ad488388a726c11a9e20510a5518fcf7a646d2a6da8e1e2e8b4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 10, 2026.
Transparency logRelease files / driftshield_sdk-0.2.1-py3-none-any.whl
| Download URL | driftshield_sdk-0.2.1-py3-none-any.whl |
|---|---|
| Size | 202.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
f733027abc5664b58544e85bbe0f254397fdaf4ede085faf3a464e1213e6a583
|
|
BLAKE2b-256 checksum How to use checksums |
b86348d042abaccf7add8e41aed957b1f23ea81a98bca27535f42cb0fb11dff6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Sep 10, 2026.
Transparency log
