AI readiness toolkit

v1.19.2 Feature

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

Published 3d Developer Productivity

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✓ No known CVEs patched in this version

Summary

AI summary

Fixed three self‑check crashes in argparse, liveness scoring, and lying_map.

Changes in this release

Type	Severity	Summary	CVE
Feature	Low	Adds self‑assessment snapshot tracked under .assess/ directory. Adds self‑assessment snapshot tracked under .assess/ directory. Source: llm_adapter@2026-05-31 Confidence: high	—
Feature	Low	Makes the report self‑describing for framework‑blind readers. Makes the report self‑describing for framework‑blind readers. Source: llm_adapter@2026-05-31 Confidence: high	—
Bugfix
Bugfix	Medium	Fixes Python 3.14 argparse crash in the treemap. Fixes Python 3.14 argparse crash in the treemap. Source: llm_adapter@2026-05-31 Confidence: high	—
Bugfix	Medium	Fixes false rung-3 liveness score on no‑telemetry repos. Fixes false rung-3 liveness score on no‑telemetry repos. Source: llm_adapter@2026-05-31 Confidence: high	—
Bugfix	Medium	Fixes false `lying_map` on freshly‑edited docs. Fixes false `lying_map` on freshly‑edited docs. Source: llm_adapter@2026-05-31 Confidence: high	—

Full changelog

This release came out of a meta-/assess session — running /assess against its own repo. The tool caught three real defects in itself, then we hardened how its reports communicate.

Self-checking: fixed a Python 3.14 argparse crash in the treemap, a false rung-3 liveness score on no-telemetry repos, and a false lying_map on freshly-edited docs (#100).
Self-describing: every report now teaches its own framework to a framework-blind reader (human or another AI) — each layer states the question it answers, and Layer 1 is reframed as the agent's attention-sense (#102).
Grounded: reports now name the legacy-code precedent (Feathers' characterization tests + seams, the rewrite trap vs Fowler's strangler fig, Tornhill/CodeScene hotspots, the 7 Rs) so an AI reads complexity the way 25 years of legacy-engineering teaches — characterize, don't rewrite (#102).
Plus the dogfooded self-assessment report, now tracked under .assess/ (#101).

What's Changed

Fixes

fix: resolve three /assess self-check defects (#96, #97, #98) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/100

Documentation

docs: add /assess self-assessment snapshot and track .assess output by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/101
docs(assess): make the report self-describing for framework-blind readers by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/102

Full Changelog: https://github.com/bjcoombs/ai-native-toolkit/compare/v1.19.0...v1.19.2

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