Conciseness

The body is noticeably verbose with padded, duplicated sections: the /octo:km commands are listed twice ("Override Commands" prose plus the "Override Command Reference" table), the octopus banner is printed four times across the examples, and multi-paragraph sections ("How Auto-Detection Works", "Cross-Task Learnings", "Related Skills") explain background system behavior that adds tokens without guiding action. It is not 1 because it never explains general concepts Claude already knows, and not 3 because the duplication and illustrative-example padding are pervasive rather than isolated.

Actionability

Commands are concrete and copy-paste ready ("/octo:km on", "/octo:km off", "/octo:km auto"), the learnings workflow specifies exact paths (".claude-octopus/learnings/<date>-<summary>.json") and a complete JSON example with field definitions. It is not 5 because sizable portions (auto-detection internals, repeated banners) describe behavior rather than instruct, and the workflow-to-context mapping is stated as a table without executable guidance.

Workflow Clarity

The core toggle action is unambiguous, but the multi-step Cross-Task Learnings workflow (extract at session end, match at session start, prune oldest files beyond 50) lists steps with no validation checkpoints, and automatic pruning of learning files is a destructive batch operation without any verification step. Per the rubric's cap, a workflow with destructive/batch operations and no validation cannot exceed 3. It is above 2 because sequences are clearly and coherently listed.

Progressive Disclosure

The body is ~215 lines with well-labeled sections but everything is inline; reference material that belongs in separate files — the auto-detection heuristics, the four banner examples, and the learnings JSON schema/budget rules — could be split out to keep SKILL.md a lean overview. It is not 4-5 because content that should be in reference files is inlined, though the section headers keep it navigable rather than a monolithic wall (anchor 2).

Specificity

"Switch to Knowledge Work mode" names the domain ("research and writing") and one concrete action, matching the anchor for naming a domain with 1-2 concrete actions but not comprehensive coverage. It is not score 2 because it does state an actual action beyond a bare domain label, and not score 4 because no additional capabilities are enumerated.

Completeness

Both parts are present: the "what" ("Switch to Knowledge Work mode for research and writing") and an explicit "when" clause ("use when task is non-code focused"). It is not 5 because the trigger is a single abstract condition with no concrete trigger phrases, and not 3 because the "when" is explicitly stated rather than merely implied.

Trigger Term Quality

It includes some relevant natural terms ("research", "writing", "non-code") but misses common variations and synonyms users might say ("knowledge work", "document", "strategy", "market research"). It lacks the broader keyword coverage of anchor 4 while going beyond the single generic keyword of anchor 2.

Distinctiveness Conflict Risk

"Knowledge Work mode" and "non-code focused" carve out a recognizable niche, but the description could still overlap with general research/writing or document skills. It is more specific than anchor 2's broad overlap but does not have the distinct, concrete triggers of anchor 5.