Observed since 20 Oct, 23:23 UTC
No superseded metadata states collected. Unchanged observations do not create new revisions.
Python-native database-truth verification for CrewAI and LangGraph (AgentSkeptic kernel).
First-party Python verification kernel and agentskeptic.verify() integration surface.
Canonical integrator guide: ../docs/integrate.md. LangGraph checkpoint trust statute + capability matrix: ../docs/integrator-verification.md#langgraph-checkpoint-trust.
LM-assisted tools.json drafting from OpenAI/bootstrap inputs ships as POST /api/integrator/registry-draft on the canonical website (DraftEngine in website/src/lib/registry-draft/) — see ../docs/registry-draft.md. The small emit_tools_json helper in this package is template-only, not a second draft stack.
pip install -e ".[dev]"
pytest
Parity vectors live under tests/parity_vectors/; regenerate with Node (after npm run build):
node ../scripts/emit-python-parity-goldens.mjs
Cold-path smoke (from repository root; copies partner fixtures + schemas/ into the image):
docker build -f python/Dockerfile -t agentskeptic-py-verify .
PyPI releases: the repository version is the single source of truth; release.yml runs semantic-release (tag + npm), then .github/workflows/release-package.yml publishes the wheel on v*.*.* tag pushes with Trusted Publishing (see root CONTRIBUTING.md).
pypistats · 62 observations shown. Missing days are unknown. Source category: overall: without mirrors.
| Date / source period | Value | Observed at |
|---|---|---|
| 2026-10-20 – 2026-10-20 | 4 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-18 – 2026-10-18 | 4 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-17 – 2026-10-17 | 13 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-16 – 2026-10-16 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-15 – 2026-10-15 | 6 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-14 – 2026-10-14 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-13 – 2026-10-13 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-12 – 2026-10-12 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-10 – 2026-10-10 | 17 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-09 – 2026-10-09 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-06 – 2026-10-06 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-04 – 2026-10-04 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-03 – 2026-10-03 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-02 – 2026-10-02 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-10-01 – 2026-10-01 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-30 – 2026-09-30 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-28 – 2026-09-28 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-27 – 2026-09-27 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-26 – 2026-09-26 | 3 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-23 – 2026-09-23 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-22 – 2026-09-22 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-21 – 2026-09-21 | 138 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-20 – 2026-09-20 | 8 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-17 – 2026-09-17 | 41 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-16 – 2026-09-16 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-14 – 2026-09-14 | 6 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-13 – 2026-09-13 | 55 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-11 – 2026-09-11 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-09 – 2026-09-09 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-08 – 2026-09-08 | 81 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-07 – 2026-09-07 | 13 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-06 – 2026-09-06 | 48 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-03 – 2026-09-03 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-09-01 – 2026-09-01 | 3 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-31 – 2026-08-31 | 3 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-30 – 2026-08-30 | 4 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-28 – 2026-08-28 | 8 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-27 – 2026-08-27 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-25 – 2026-08-25 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-24 – 2026-08-24 | 6 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-23 – 2026-08-23 | 4 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-22 – 2026-08-22 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-21 – 2026-08-21 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-19 – 2026-08-19 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-17 – 2026-08-17 | 9 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-15 – 2026-08-15 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-14 – 2026-08-14 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-13 – 2026-08-13 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-11 – 2026-08-11 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-09 – 2026-08-09 | 9 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-08 – 2026-08-08 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-06 – 2026-08-06 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-05 – 2026-08-05 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-04 – 2026-08-04 | 4 | 2026-10-21T09:23:23.2099018Z |
| 2026-08-02 – 2026-08-02 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-07-30 – 2026-07-30 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-07-29 – 2026-07-29 | 2 | 2026-10-21T09:23:23.2099018Z |
| 2026-07-28 – 2026-07-28 | 5 | 2026-10-21T09:23:23.2099018Z |
| 2026-07-27 – 2026-07-27 | 3 | 2026-10-21T09:23:23.2099018Z |
| 2026-07-25 – 2026-07-25 | 4 | 2026-10-21T09:23:23.2099018Z |
| 2026-07-24 – 2026-07-24 | 1 | 2026-10-21T09:23:23.2099018Z |
| 2026-07-23 – 2026-07-23 | 7 | 2026-10-21T09:23:23.2099018Z |
| Version | Published | Direct dependencies | Open version |
|---|---|---|---|
| 8.8.3 | 26 May 2026 | 10 |
This describes our collected data; it is not a security assessment.
Observed since 20 Oct, 23:23 UTC
No superseded metadata states collected. Unchanged observations do not create new revisions.
package:27557907f37a1cf0a57b3fdce0a4212a04c37fc5a65bcd63c37684f572ff5b60