Conciseness

The Configuration section spends ~15 lines of prose ('Under the lsp section, auto_start controls automatic language server startup (30 seconds default)...') restating a table that already exists in references/reference.md, and the Completion Conditions section repeats those same settings a second time in the body. The Architecture Overview likewise narrates a component flow in paragraph form where a short list or diagram reference would do, making several sections noticeably padded.

Actionability

Concrete specifics exist — file paths (.moai/cache/.moai_loop_state.json), hook exit codes, environment variables (MOAI_DISABLE_LSP_DIAGNOSTIC), and commands (/moai:loop) — but executable material is thin. The LSP Client Usage section is pseudocode-level ('call the get_diagnostics method asynchronously... Check the severity property against DiagnosticSeverity.ERROR') with no actual code, and the CI/CD section says to 'create a workflow step' without giving one, even though runnable examples exist unreferenced in references/examples.md.

Workflow Clarity

The loop's operation is described (command layer → hooks → diagnostics → completion check → continue/complete) and the Verification checklist provides genuine validation checkpoints, but there is no numbered, actionable sequence for starting and driving a loop. The escalation protocol is invoked ('Stagnation after 2 iterations triggers escalation, not silent exit. Follow the escalation protocol.') without being defined or linked anywhere, leaving a checkpoint gap.

Progressive Disclosure

The body inlines full configuration detail that belongs in references/reference.md (where it already exists as a table), and references/examples.md — over a thousand lines of practical, executable examples — is never mentioned anywhere in the body. Half the bundle is therefore undiscoverable, and the single reference to reference.md is scoped narrowly to the language-server table rather than signaling the file's full contents.

Specificity

The description lists several concrete capabilities — 'Automated feedback loop with LSP diagnostics and AST-grep integration', 'automated fixing', 'continuous quality validation' — which goes beyond naming the domain. Minor gaps remain (no mention of test/coverage validation or the hook system that the body documents), so it does not reach comprehensive coverage.

Completeness

Both parts are explicit: the what ('Automated feedback loop with LSP diagnostics and AST-grep integration for continuous code quality improvement') and the when ('Use when implementing error-driven development, automated fixing, or continuous quality validation workflows'). The when-triggers are workflow categories rather than concrete user-mentionable phrases, keeping it below a 5.

Trigger Term Quality

Relevant keywords are present ('automated fixing', 'code quality', 'LSP diagnostics', 'AST-grep'), but the when-clause triggers read as methodology jargon — 'error-driven development', 'continuous quality validation workflows' — rather than phrases a user would naturally say. Common variations like 'auto-fix errors', 'fix until clean', or 'run the loop' are missing.

Distinctiveness Conflict Risk

Naming LSP diagnostics, AST-grep, and the feedback-loop niche gives it a clear identity with minimal overlap against generic code-quality skills. Minor overlap risk remains with closely related linting/CI skills in the same ecosystem.