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AI readiness toolkit

v1.24.0 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Summary

AI summary

Updates fix, v1, and feat across a mixed release.

Changes in this release

Feature Low

Adds capability-driven tool-install offers with Maven liveness (v1).

Adds capability-driven tool-install offers with Maven liveness (v1).

Source: llm_adapter@2026-06-01

Confidence: high

Bugfix Medium

Fixes working-directory expansion in emitted /assess CI gate and assessment snapshot.

Fixes working-directory expansion in emitted /assess CI gate and assessment snapshot.

Source: llm_adapter@2026-06-01

Confidence: high

Bugfix Medium

Publishes per-version standalone-skills release for immutable releases.

Publishes per-version standalone-skills release for immutable releases.

Source: llm_adapter@2026-06-01

Confidence: high

Bugfix Medium

Ranks hotspots by per-function CCN for class-per-file languages.

Ranks hotspots by per-function CCN for class-per-file languages.

Source: llm_adapter@2026-06-01

Confidence: high

Bugfix Medium

Credits Maven/Gradle/JVM idioms in instruction-grader verifiable_outcomes.

Credits Maven/Gradle/JVM idioms in instruction-grader verifiable_outcomes.

Source: llm_adapter@2026-06-01

Confidence: high

Full changelog

What's Changed

Features

  • feat: capability-driven tool-install offers with Maven liveness (v1) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/121

Fixes

  • fix: Correct working-directory expansion in emitted /assess CI gate (+ assessment snapshot) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/109
  • fix: Publish per-version standalone-skills release for immutable releases by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/114
  • fix: rank hotspots by per-function CCN for class-per-file languages by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/119
  • fix: credit Maven/Gradle/JVM idioms in instruction-grader verifiable_outcomes by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/118

Documentation

  • docs: document assess co-change seams (lib + tests) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/117
  • docs: add Map-of-Content index to wire orphaned doc trees by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/120

Full Changelog: https://github.com/bjcoombs/ai-native-toolkit/compare/v1.23.0...v1.24.0

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Beta — feedback welcome: [email protected]