10.3.20260716

SHAFT 10.3.20260716

Auto-generated release notes are included below. Users upgrading from
SHAFT_ENGINE should read the
modular SHAFT upgrade guide.

SHAFT Pilot adds deterministic Capture, TestNG generation, Doctor diagnosis,
reviewed repair proposals, and MCP interoperability. AI is optional, disabled
by default, and direct OpenAI, Anthropic, Gemini, or Ollama access requires
explicit enablement and consent. Microsoft/GitHub Copilot integrates through
MCP rather than a generic provider API-key adapter.

See the SHAFT Pilot guide
for installation, configuration, privacy, troubleshooting, and usage examples.

What's Changed

• IntelliJ plugin: onboarding/setup/Assistant trust polish (#3601 prioritized top 5) by @MohabMohie in #3602
• IntelliJ plugin: onboarding/setup/Assistant trust polish (#3601 remaining scope) by @MohabMohie in #3604
• IntelliJ plugin: A5 tool-result disclosure, #3603 a11y sweep, /work-github skill by @MohabMohie in #3607
• Investigate reported IntelliJ plugin crash: platform bug, not shaft-intellij by @MohabMohie in #3608
• fix(intellij): get ShaftPluginUpgradeActivity off the startup coroutine dispatcher (marketplace release blocker) by @MohabMohie in #3609
• IntelliJ plugin: remaining setupStatusLabel/testStatus-style accessible-description sweep (#3605) by @MohabMohie in #3610
• Agent-guidance token audit: restructure test-driven-development skill (#3606) by @MohabMohie in #3612
• Non-blocking graphify pre-check nudge; gbrain adoption spike (#3611) by @MohabMohie in #3613
• memory: gbrain PGLite embed-backfill root cause (issue 3611 follow-up) by @MohabMohie in #3614
• Non-blocking TDD nudge (R6); link enforced skills in act-as-fable by @MohabMohie in #3615
• memory: gbrain embed-coverage resolved; headroom compression proxy adopted by @MohabMohie in #3616
• Optimize agent guidance: dedupe, token cuts, binding act-as-fable, gbrain/headroom wiring by @MohabMohie in #3617
• memory: IntelliJ plugin audit learning-loop update by @MohabMohie in #3644

Full Changelog: 10.3.20260715...10.3.20260716