### expert_build/chunk_docs.py
VERDICT: PASS
CORRECTNESS: VALID
SPEC_COMPLIANCE: N/A
ISSUE_COMPLIANCE: N/A
BELIEF_COMPLIANCE: CONSISTENT
TEST_COVERAGE: COVERED
INTEGRATION: WIRED
REASONING: The chunking logic for Markdown and Python is well-implemented. `chunk_markdown` correctly merges sections based on heading levels, and `chunk_python` intelligently handles top-level definitions while preserving decorators and file preambles (imports). The fallback to windowed `chunk_fixed` ensures all content is processed. The `cmd_chunk_docs` function properly manages manifest tracking, entry creation, and provenance metadata.
---

### expert_build/cli.py
VERDICT: PASS
CORRECTNESS: VALID
SPEC_COMPLIANCE: N/A
ISSUE_COMPLIANCE: N/A
BELIEF_COMPLIANCE: CONSISTENT
TEST_COVERAGE: COVERED
INTEGRATION: WIRED
REASONING: The new `chunk-docs` command is correctly integrated into the CLI parser using the project's established lazy-loading pattern.
---

### expert_build/summarize.py
VERDICT: PASS
CORRECTNESS: VALID
SPEC_COMPLIANCE: N/A
ISSUE_COMPLIANCE: N/A
BELIEF_COMPLIANCE: CONSISTENT
TEST_COVERAGE: COVERED
INTEGRATION: WIRED
REASONING: The updated warning message improves developer experience by suggesting the appropriate command (`chunk-docs`) when a file exceeds the summarization threshold.
---

### tests/test_chunk_docs.py
VERDICT: PASS
CORRECTNESS: VALID
SPEC_COMPLIANCE: N/A
ISSUE_COMPLIANCE: N/A
BELIEF_COMPLIANCE: CONSISTENT
TEST_COVERAGE: COVERED
INTEGRATION: WIRED
REASONING: This new test suite provides high coverage for all chunking strategies and CLI behaviors, including edge cases like files without headings/definitions, dry-run safety, and manifest-based idempotency.
---

### tests/test_summarize.py
VERDICT: PASS
CORRECTNESS: VALID
SPEC_COMPLIANCE: N/A
ISSUE_COMPLIANCE: N/A
BELIEF_COMPLIANCE: CONSISTENT
TEST_COVERAGE: COVERED
INTEGRATION: WIRED
REASONING: Existing tests were correctly updated to reflect the change in the warning message.
---

### SELF_REVIEW
LIMITATIONS: None. I had access to the full source code for the new and modified modules, allowing for a thorough verification of logic and integration.
---

### FEATURE_REQUESTS
- Consider centralizing frontmatter parsing and generation into a shared utility module, as similar logic is now duplicated across `summarize.py` and `chunk_docs.py`.
---
