This release adds 3 notable features for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Summary
AI summaryAdded a new Layer 1 Runtime Legibility/Liveness check and enriched Layer 0 graph‑based navigability to the /assess readiness model.
Changes in this release
| Type | Severity | Summary | CVE |
|---|---|---|---|
| Feature | Medium |
Adds new Layer 1 Runtime Legibility / Liveness signals to /assess. Adds new Layer 1 Runtime Legibility / Liveness signals to /assess. Source: llm_adapter@2026-05-28 Confidence: high |
— |
| Feature | Medium |
Enriches Layer 0 with graph‑based navigability and centrality×staleness signals. Enriches Layer 0 with graph‑based navigability and centrality×staleness signals. Source: llm_adapter@2026-05-28 Confidence: high |
— |
| Feature | Medium |
Adds second heatmap showing documentation staleness. Adds second heatmap showing documentation staleness. Source: llm_adapter@2026-05-28 Confidence: high |
— |
| Feature | Medium |
Reframes scoring from /7 to /8 across three dependency‑ordered bands. Reframes scoring from /7 to /8 across three dependency‑ordered bands. Source: llm_adapter@2026-05-28 Confidence: high |
— |
| Bugfix | Medium |
Fixes huddle to send team‑mode messages per‑recipient instead of broadcasting. Fixes huddle to send team‑mode messages per‑recipient instead of broadcasting. Source: llm_adapter@2026-05-28 Confidence: high |
— |
| Bugfix | Medium |
Resolves latent plugin‑path bug; skills now resolve bundled scripts via $CLAUDE_PLUGIN_ROOT. Resolves latent plugin‑path bug; skills now resolve bundled scripts via $CLAUDE_PLUGIN_ROOT. Source: llm_adapter@2026-05-28 Confidence: high |
— |
Full changelog
/assess: the read-side foundation
Closes the largest gap in the /assess readiness model — the read side. The model now measures whether an agent can form a true picture before it acts, and reframes every layer as a truth-pressure check: scaffolding is scored on whether it is kept honest, not merely present.
Highlights
- New Layer 1 — Runtime Legibility / Liveness. Intra-repo dead-code candidates plus a three-rung observability check (instrumented → discoverable → agent-reachable). Distinguishes "telemetry exists but the agent can't query it" from genuinely reachable runtime truth.
- Enriched Layer 0 — graph-based navigability. A doc link-graph (PageRank hubs, orphans, reachability from entry points, MOC validation, doc→code edges) and a centrality×staleness signal that surfaces the most dangerous "lying map" — a load-bearing doc that has frozen while its subject code churns.
- Second heatmap — docs staleness. Inverted encoding of the complexity treemap: size = link-graph centrality, hue = doc staleness, saturation = churn of the code the doc describes. Vivid red = a frozen doc beside churning code.
- Reframed scoring
/7→/8across three dependency-ordered bands (read-side foundation → write-side enforcement → meta), with rescaled maturity bands. Report shape stays backward-compatible. - Also resolves a latent plugin-path bug: skills now resolve bundled scripts via
$CLAUDE_PLUGIN_ROOT, fixing clean plugin installs.
Both the Claude Code plugin and the standalone Desktop/Cowork ZIPs are updated (the standalone ZIPs are on the standalone-skills-latest rolling release).
What's Changed
Features
- feat: Add truth-pressure read-side signals to /assess (navigability + liveness, /8 model) by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/32
Fixes
- fix(huddle): send team-mode messages per-recipient, not broadcast by @bjcoombs in https://github.com/bjcoombs/ai-native-toolkit/pull/31
Full Changelog: https://github.com/bjcoombs/ai-native-toolkit/compare/v1.7.1...v1.8.0
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