Conciseness

The core detection algorithm is efficiently written, but there is notable padding: the banner examples in the flow tables are repeated verbatim in 'Visual Indicator Update', the 'Example Integration (Pseudocode)' restates the already-described steps, and the ~75-line 'Proactive Skill Suggestions' section is a second feature beyond context detection. Mostly efficient but could be tightened — anchor 3, not anchor 2 since most sections still carry real signal.

Actionability

There is an executable bash snippet for the explicit-mode check, explicit indicator term lists, and a concrete JSON output format, but the 'Example Integration' is explicitly pseudocode and the prompt-scoring logic ('count knowledge indicators... higher count wins') is described rather than given as runnable guidance. Some concrete guidance but incomplete with pseudocode — anchor 3.

Workflow Clarity

The detection algorithm is a clear 4-step sequence with an explicit override check, a default fallback, defined confidence levels, and a 'Testing Context Detection' section that acts as a verification checkpoint. Minor gaps (no stated handling when preference files are unreadable) keep it at anchor 4 rather than 5.

Progressive Disclosure

Sections are well-labeled and the per-flow tables are scannable, but the skill is a single ~270-line monolith with no bundle files: the flow-specific behavior tables and the proactive-suggestions feature are natural candidates for separate reference files, and the body references 'skills/blocks/codex-host-adapter.md', which does not exist in this bundle (dangling reference). Some structure but content that should be separate is inline — anchor 3.

Specificity

The description names the domain and one concrete action — 'Auto-detect work context (Dev vs Knowledge)' — but the rest ('use to tailor workflows based on current task type') is generic. It matches anchor 3 (domain plus 1-2 concrete actions, not comprehensive), not anchor 4, which requires several specific actions.

Completeness

The 'what' is stated (auto-detect Dev vs Knowledge context, tailor workflows), but there is no 'use when' clause or equivalent trigger guidance, which caps this dimension at 3 per the judging guidelines. Not a 4 because 'when' is entirely absent rather than just imprecise.

Trigger Term Quality

Only generic keywords appear ('work context', 'Dev', 'Knowledge', 'task type'); no natural phrases a user would actually say when needing this skill. It sits above anchor 1 (not pure jargon — 'Dev' and 'Knowledge' are real domain terms) but clearly below anchor 3, which requires relevant trigger keywords.

Distinctiveness Conflict Risk

'Dev vs Knowledge' context detection is a fairly distinct niche, but 'tailor workflows' is broad enough to overlap with any workflow skill. Somewhat specific but could still overlap with similar skills — anchor 3.