Conciseness

The ~480-line body contains no filler or explanations of concepts Claude already knows, but it is noticeably redundant: the degenerate-shell check appears in Decision Step 8 and again in Gotchas, unsupported channels are covered in both Signals and Gotchas, the Chat Trigger rule is stated in Signals and twice in Gotchas, and the 20+ Examples largely restate signals already defined. This fits the 3 anchor (mostly efficient, could be tightened) better than 2, since the excess is overlap rather than padding or over-explanation.

Actionability

Guidance is fully executable for an instruction-only skill: ordered decision steps ("0. If the user is mid-build … apply context continuity", steps 1–9), concrete tool calls ("call `agent-context` with `type: "capabilities"` before classifying", "The immediate next routing action is to load `agent-builder`", "pass `executionIntent: "one-off"` to `build-workflow`"), a copy-ready output-format block, and 20+ worked request→classification examples covering the common cases. This matches the 5 anchor; nothing remains abstract.

Workflow Clarity

The classification procedure is a clearly sequenced 0–9 step flow with explicit checkpoints and feedback loops: needs-clarification loops back to the user for the single missing detail, step 8 mandates re-running the degenerate-shell check mid-build ("stop and re-anchor instead of finishing the degenerate workflow"), and compound requests fan out per part. This matches the 5 anchor — clear sequence, explicit validation-style checkpoints, and error-recovery loops.

Progressive Disclosure

No bundle files exist (references/, scripts/, assets/ are all absent), so all content — including ~110 lines of Examples, the taxonomy-migration notes, and the Gotchas catalog — is inlined in a single long SKILL.md. Section headers are clear and navigation is easy, but content that clearly belongs in one-level-deep reference files (especially the Examples catalog) is inline with no reference split at all, which fits the 3 anchor rather than the 4 anchor of mostly-appropriate placement.

Specificity

The description enumerates multiple concrete actions: two named decisions with their full value sets (workflow-anchored, agent-anchored, needs-clarification, out-of-scope; embeds_other in both directions) plus routing behavior ("An explicit Agent request routes to agent-builder before ask-user"). Coverage is comprehensive for this skill's scope, so it fits the 5 anchor rather than the 4 anchor with gaps.

Completeness

It explicitly answers both questions: what ("Classifies automation requests using two decisions: anchor … and embeds_other …") and when ("Must be used whenever the current turn requires choosing or reconsidering the intent of an automation request, including compound requests … one-off questions or reports … requests that need clarification"), with a negative trigger ("Do not load for routine edits or extensions"). This matches the 5 anchor of concrete trigger phrases for both what and when.

Trigger Term Quality

Natural trigger phrases are present ("automation request", "compound requests", "independent automations introduced mid-build", "one-off questions or reports that need external systems you cannot query directly", "requests that need clarification"), but "anchor" and "embeds_other" are internal jargon and common user phrasings like "build me an agent" or "automate this" are only implied. Good coverage with a few natural terms missing — the 4 anchor, not the 5 anchor of comprehensive synonym coverage.

Distinctiveness Conflict Risk

The niche (classifying automation intent between workflow, agent, clarification, and out-of-scope) is distinct, and explicit exclusions ("Do not load for routine edits or extensions when the conversation already targets a workflow or Agent") plus a precedence rule ("An explicit Agent request routes to agent-builder before ask-user") minimize overlap with sibling builder skills. Minimal conflict risk — the 5 anchor.