Point at versioned workspace guides (Java 8 baseline only)

Workspace guides were restructured into a src/+test/ split with
version-suffix file names. java-llama.cpp is Java 8, so only the -8.md
baseline files apply.

https://claude.ai/code/session_01LzoKmqzgtQsELS5tsH4Wog

Author: claude

CLAUDE.md

@@ -684,7 +684,7 @@ See [`../workspace/policies/jqwik-prompt-injection.md`](../workspace/policies/jq
 
 - **Cross-repo code-quality TODOs** — see [`../workspace/policies/code-quality-todos.md`](../workspace/policies/code-quality-todos.md) for the canonical `@VisibleForTesting` design-fit review, package hierarchy review, and class/method naming review. This repo has no `@VisibleForTesting` usages today; package and naming reviews remain open.
 
-- ~~**Abstract the Java and test writing guidelines to a workspace-level shared layer.**~~ **DONE.** Canonical guides at [`../workspace/guides/CODE_WRITING_GUIDE.md`](../workspace/guides/CODE_WRITING_GUIDE.md) and [`../workspace/guides/TEST_WRITING_GUIDE.md`](../workspace/guides/TEST_WRITING_GUIDE.md); canonical TDD skill at [`../workspace/.claude/skills/java-tdd-guide/SKILL.md`](../workspace/.claude/skills/java-tdd-guide/SKILL.md). This repo has no project-specific writing-guide supplements.
+- ~~**Abstract the Java and test writing guidelines to a workspace-level shared layer.**~~ **DONE.** This repo is Java 8; follow the workspace version chain at [`../workspace/guides/src/CODE_WRITING_GUIDE-8.md`](../workspace/guides/src/CODE_WRITING_GUIDE-8.md) and [`../workspace/guides/test/TEST_WRITING_GUIDE-8.md`](../workspace/guides/test/TEST_WRITING_GUIDE-8.md). Canonical TDD skill at [`../workspace/.claude/skills/java-tdd-guide/SKILL.md`](../workspace/.claude/skills/java-tdd-guide/SKILL.md). This repo has no project-specific writing-guide supplements.
 
 - **Feature backlog from similar projects.** See [`docs/feature-investigation-similar-projects.md`](docs/feature-investigation-similar-projects.md) for the consolidated investigation across the 5 pure-Java sibling runtimes ([llama3.java](https://github.com/mukel/llama3.java), [gemma4.java](https://github.com/mukel/gemma4.java), [gptoss.java](https://github.com/mukel/gptoss.java), [qwen35.java](https://github.com/mukel/qwen35.java), [nemotron3.java](https://github.com/mukel/nemotron3.java)) plus the dormant alternative JNI binding [llamacpp4j](https://github.com/sebicom/llamacpp4j). The doc captures 18 candidate items grouped into cross-cutting themes (UTF-8 streaming boundary safety, thinking-channel router, operator timing line, jbang single-file example, README system-properties table, etc.) and per-repo unique findings (Harmony channel decoder, Qwen empty-`<think>` injection, llama_state_* save/load, llama_adapter_lora_* hot-apply, etc.), each with effort sizing (XS / S / M / L) and a prioritised backlog. **Recommended first batch** (items 1, 3, 4, 5): UTF-8 boundary-safe streaming decoder + per-run timing line + one jbang-runnable example + a README system-properties table; ~1-2 days total, no JNI changes.