Hai Audit Docs Internally

Hai Audit Docs Internally

For Chinese readers, see SKILL.zh_CN.md. The English SKILL.md is the execution source of truth.

Overview

The source of truth is the document's own goal, structure, terminology, claims, and cross-references — not the codebase.

Core Principle

A document is a coherent argument, and the audit reads it as one. Judge it for consistency of purpose, terms, and claims: every section should serve the same target, the same concept should carry the same name, and nothing should assert what another section denies or what no evidence supports. The enumerated consistency checks live in Workflow step 3.

Workflow

1. Identify the document scope.

   • The scope is exactly what the user points at: a single file, an arbitrary batch of files, a PRD pack, README plus docs, or a generated spec set. Do not widen it to a directory uninvited.
   • Note the document's apparent audience, purpose, and expected decision/use.

2. Build a document map.

   • List the main sections and what each section is trying to do.
   • Extract key claims, definitions, terminology, assumptions, scope boundaries, examples, dates, owners, statuses, and cross-links.
   • Identify repeated claims and places where the same concept appears under different names.

3. Find internal issues.

   • Direct conflict: two sections make incompatible claims.
   • Scope conflict: in-scope and out-of-scope sections disagree.
   • Terminology drift: the same concept uses different names, or one name means different things.
   • Lifecycle conflict: statuses, phases, dates, or dependencies do not line up.
   • Acceptance conflict: success criteria do not prove the stated goal.
   • Stale signal: text references old decisions, old names, old dates, deprecated sections, or superseded assumptions.
   • Redundant content: repeated paragraphs, examples, or checklists should be merged or removed.
   • Misplaced content: implementation detail, policy, background, or task planning lives in the wrong document section.
   • Unsupported claim: a strong claim lacks evidence, owner, source, or decision record.

4. Decide the repair type.

   • Update when the content is useful but stale or imprecise.
   • Move when the content belongs elsewhere in the same document.
   • Merge when repeated content fragments one idea.
   • Remove when content is out of scope, obsolete, unsupported, or harmful.
   • Split when one document contains multiple independent goals or audiences.
   • Ask when a conflict cannot be resolved from the document itself.

5. Produce the audit.

   • Deliver: Verdict, Document Map, prioritized Findings (each with type, location, evidence, impact, repair), a Remove/Update/Move decision table, Open Decisions, and a Suggested Repair Order.
   • Read references/output-template.md before finalizing.
   • Prioritize issues that change understanding, decisions, scope, or execution.
   • Keep wording fixes secondary unless wording causes ambiguity or conflict.

Severity

Use a different skill when

• The truth source is the code: use hai-audit-docs-against-code to check docs against implementation, config, and API contracts. This skill never compares against code.
• The document is a PRD that needs product-requirement crafting or repair (scope, acceptance, structure as a spec): use hai-prd.
• The docs just need formatting and presentation cleanup, not consistency judgment: use readme-beautifier.
• The user wants the document rewritten around the current conclusions, not a findings report: use hai-rewrite-doc. This skill diagnoses; it does not rewrite.