AI readiness toolkit

v1.14.0 Feature

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

Published 5d Developer Productivity

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Summary

AI summary

Updates assess, B1/B2/B4, and B3 across a mixed release.

Changes in this release

Type	Severity	Summary	CVE
Feature
Feature	Low	Adds complexity × doc‑staleness join (Signal C). Adds complexity × doc‑staleness join (Signal C). Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Adds git‑log change‑coupling primitives (B1/B2/B4). Adds git‑log change‑coupling primitives (B1/B2/B4). Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Adds static dependency structure analysis (Signals A1‑A4). Adds static dependency structure analysis (Signals A1‑A4). Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Adds hidden‑coupling and refactor‑boundary detection (B3). Adds hidden‑coupling and refactor‑boundary detection (B3). Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Adds understanding analysis and velocity clock (B4/D2). Adds understanding analysis and velocity clock (B4/D2). Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Adds test_pressure mutation detection and hollow‑test heuristics. Adds test_pressure mutation detection and hollow‑test heuristics. Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Wires test_pressure into deterministic core with fixtures. Wires test_pressure into deterministic core with fixtures. Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Adds survivor‑density overlay and Lying Signals report section. Adds survivor‑density overlay and Lying Signals report section. Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Penalties monolithic instruction files, credits skills delegation. Penalties monolithic instruction files, credits skills delegation. Source: llm_adapter@2026-05-29 Confidence: high	—
Feature	Low	Releases write‑side truth‑pressure (v1.14.0). Releases write‑side truth‑pressure (v1.14.0). Source: llm_adapter@2026-05-29 Confidence: high	—
Bugfix	Medium	Step 5 push-detection uses viewerPermission. Step 5 push-detection uses viewerPermission. Source: granite4.1:30b@2026-05-29-audit Confidence: low	—

Full changelog

What's Changed

Features

feat(assess): add complexity × doc-staleness join (Signal C) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/66
feat(assess): add git-log change-coupling primitives (B1/B2/B4) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/67
feat(assess): add static dependency structure analysis (Signals A1-A4) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/68
feat(assess): add hidden-coupling + refactor-boundary detection (B3) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/69
feat(assess): add understanding analysis + velocity clock (B4/D2) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/70
feat(assess): add test_pressure mutation detection and hollow-test heuristics by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/72
feat(assess): wire test_pressure into deterministic core with fixtures by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/73
feat(assess): add survivor-density overlay and Lying Signals report section by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/74
feat(assess): penalize monolithic instruction files, credit skills delegation by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/75
feat(assess): release write-side truth-pressure (v1.14.0) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/76

Fixes

fix(assess): Step 5 push-detection uses viewerPermission by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/61

Documentation

docs: PRD for /assess keyhole readiness (structural legibility) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/54
docs: PRD for /assess write-side truth-pressure (covered ≠ pinned) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/63
docs: Deslop user-facing prose across the plugin by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/64
docs(assess): reframe Layer 6 rubric to behaviour-constraint by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/71

Full Changelog: https://github.com/bjcoombs/ai-native-toolkit/compare/v1.13.1...v1.14.0

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