AI readiness toolkit

v1.28.4 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 14h Developer Productivity

✓ No known CVEs patched

✓ No known CVEs patched in this version

Summary

AI summary

Updates feat, Other Changes, and fix across a mixed release.

Type	Severity	Summary	CVE
Feature
Feature	Low	Adds A/B equivalence capability to skill-forge. Adds A/B equivalence capability to skill-forge. Source: llm_adapter@2026-06-03 Confidence: high	—
Feature	Low	Adds distill engine to semantic-compress with transfer set, baseline, candidate regeneration, and loop controller. Adds distill engine to semantic-compress with transfer set, baseline, candidate regeneration, and loop controller. Source: llm_adapter@2026-06-03 Confidence: high	—
Feature	Low	Restructures semantic-compress to support local mode and A/B‑validated distill mode. Restructures semantic-compress to support local mode and A/B‑validated distill mode. Source: llm_adapter@2026-06-03 Confidence: high	—
Feature	Low	Adds gratuitous cross-reference tell to deslop. Adds gratuitous cross-reference tell to deslop. Source: llm_adapter@2026-06-03 Confidence: high	—
Bugfix	Medium	Adds interactive‑gate coverage for distill‑mode A/B testing and removes decorative cross‑skill analogy. Adds interactive‑gate coverage for distill‑mode A/B testing and removes decorative cross‑skill analogy. Source: llm_adapter@2026-06-03 Confidence: high	—

Full changelog

feat: Add A/B equivalence capability to skill-forge by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/130
feat: Add distill engine to semantic-compress (transfer set, baseline, candidate regen, loop controller) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/131
feat: Reframe semantic-compress for two modes (local + A/B-validated distill) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/132
feat: Add gratuitous cross-reference tell to deslop by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/136

fix: Add interactive-gate coverage to distill-mode A/B and drop decorative cross-skill analogy by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/135

chore: Update standalone build pipeline and docs for semantic-compress v2 by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/133
test: Validate semantic-compress v2 (forge + real-world distill acceptance) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/134

Full Changelog: https://github.com/bjcoombs/ai-native-toolkit/compare/v1.26.0...v1.28.4

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