Paths: File paths (shared/, references/, ../ln-*) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. If shared/ is missing, fetch files via WebFetch from https://raw.githubusercontent.com/levnikolaevich/claude-code-skills/master/skills/{path}.

Inline Code Documentation Auditor (L3 Worker)

Type: L3 Worker

Specialized worker auditing inline code documentation quality: comments, docstrings, and language-specific documentation blocks.

Purpose & Scope

• Audit inline code documentation for quality and compliance across 6 categories
• Universal for any tech stack (auto-detect comment syntax)
• Return structured findings to coordinator with severity, location, recommendations
• Calculate compliance score (X/10) for Inline Code Documentation category
• Scope is limited to comments/docstrings/JSDoc/XML docs
• Out of scope: code design quality, naming quality, test quality, architecture quality, or feature correctness except where comments contradict code

Inputs

MANDATORY READ: Load shared/references/audit_worker_core_contract.md and shared/references/mcp_tool_preferences.md.

Receives contextStore with: tech_stack, project_root, output_dir.

Workflow

1. Parse Context: Extract tech stack, project root, output_dir from contextStore
2. Scan: Find all source files (use tech_stack for detection) Hex-line primary path: Use outline(file_path) and discovery-first read_file() for code files before analyzing comments. Use edit_ready=true, verbosity="full" only if the audit turns into a follow-up edit. Do not use hex-graph here - comment quality is a code-reading problem, not a semantic graph problem.
3. Extract: Parse inline comments + docstrings/JSDoc
4. Audit: Run 6 category checks (see Audit Categories below)
5. Collect Findings: Record each violation with severity, location (file:line), effort estimate (S/M/L), recommendation
6. Calculate Score: Count violations by severity, calculate compliance score (X/10)
7. Write Report: Build full markdown report per shared/templates/audit_worker_report_template.md, write to {output_dir}/ln-613--global.md in single Write call
8. Return Summary: Return minimal summary to coordinator (see Output Format)

Audit Categories

#	Category	What to Check
1	WHY not WHAT	Comments explain rationale, not obvious code behavior; no restating code
2	Density (15-20%)	Comment-to-code ratio within range; not over/under-commented
3	No Forbidden Content	No dates/authors; no historical notes; no code examples in comments
4	Docstrings Quality	Match function signatures; parameters documented; return types accurate
5	Actuality	Comments match code behavior; no stale references; examples runnable
6	Legacy Cleanup	No TODO without context; no commented-out code; no unsupported notes

Scoring Algorithm

MANDATORY READ: Load shared/references/audit_worker_core_contract.md and shared/references/audit_scoring.md.

Output Format

MANDATORY READ: Load shared/references/audit_worker_core_contract.md and shared/templates/audit_worker_report_template.md.

Write JSON summary per shared/references/audit_summary_contract.md. In managed mode the caller passes both runId and summaryArtifactPath; in standalone mode the worker generates its own run-scoped artifact path per shared contract.

Write report to {output_dir}/ln-613--global.md with category: "Inline Code Documentation" and checks: why_not_what, density, forbidden_content, docstrings_quality, actuality, legacy_cleanup.

Return summary per shared/references/audit_summary_contract.md.

When summaryArtifactPath is absent, write the standalone runtime summary under .hex-skills/runtime-artifacts/runs/{run_id}/evaluation-worker/{worker}--{identifier}.json and optionally echo the same summary in structured output.

Report written: .hex-skills/runtime-artifacts/runs/{run_id}/audit-report/ln-613--global.md
Score: X.X/10 | Issues: N (C:N H:N M:N L:N)

Severity mapping:

Issue Type	Severity
Author names, dates in comments	CRITICAL
Commented-out code blocks	HIGH
Stale/outdated comments	HIGH
Obvious WHAT comments	MEDIUM
Density deviation >5%	MEDIUM
Minor density deviation	LOW

Critical Rules

MANDATORY READ: Load shared/references/audit_worker_core_contract.md.

• Do not auto-fix: Report violations only; coordinator aggregates for user
• Fix code, not rules: NEVER modify rules files (*_rules.md, *_standards.md) to make violations pass
• Code is truth: When comment contradicts code, flag the documentation for update; do not turn this into a general code-quality review
• WHY > WHAT: Comments explaining obvious behavior should be removed
• Universal: Works with any language; detect comment syntax automatically
• Location precision: Always include file:line for programmatic navigation

Definition of Done

MANDATORY READ: Load shared/references/audit_worker_core_contract.md.

• contextStore parsed successfully (including output_dir)
• All source files scanned (tech stack from contextStore)
• All 6 categories audited
• Findings collected with severity, location, effort, recommendation
• Score calculated using penalty algorithm
• Report written to {output_dir}/ln-613--global.md (atomic single Write call)
• Summary written per contract

Reference Files

• Comment rules and patterns: references/comments_rules.md

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Version: 4.0.0 Last Updated: 2026-03-01