Skip to main content

kestrel-feature-reflection

Agent self-reflection and self-improvement for Kestrel Sovereign.

Installation

uv pip install kestrel-feature-reflection

The package registers ReflectionFeature through the kestrel_sovereign.features entry point group.

Development

uv sync --extra test
uv run --extra test pytest

Metadata

Release files for kestrel-feature-reflection 0.3.2

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

Source distribution (sdist)

Source distribution for kestrel-feature-reflection 0.3.2
File Size Uploaded
kestrel_feature_reflection-0.3.2.tar.gz 265.7 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for kestrel-feature-reflection 0.3.2
File Interpreter ABI Platform
kestrel_feature_reflection-0.3.2-py3-none-any.whl Python 3 none any Details

Total release size: 338.6 kB

Release files / kestrel_feature_reflection-0.3.2.tar.gz

Download URL kestrel_feature_reflection-0.3.2.tar.gz
Size 265.7 kB
Tags Source
SHA-256 checksum
How to use checksums
ab5e69d397a2d4b4305290118433a7118e4a0f7c2cbf812cf79a0d2081c88ad0
BLAKE2b-256 checksum
How to use checksums
34f545ff86464613f43cfa6e11eb4b750a4d716abf6ff0db184bac511c4c0632
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 Oct 19, 2026.

Transparency log

Release files / kestrel_feature_reflection-0.3.2-py3-none-any.whl

Download URL kestrel_feature_reflection-0.3.2-py3-none-any.whl
Size 72.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums
b939267c7ea89ef82636f71666332026675bed90d7a33f8fde34cc87c7ae84e9
BLAKE2b-256 checksum
How to use checksums
3e383d9c599c5c81d6c9a4c094f90a3962862f4d77300955a609f47387628c86
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 Oct 19, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2 This release

2 release files

0.3.1

2 release files

0.3.0

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page