Conciseness

The ~50-line body is lean and every section earns its place: a routing table, three one-line executable commands, and six terse agent rules, with no explanation of concepts Claude already knows; the single contextual sentence about being the repository-root entry is functional, matching anchor 5.

Actionability

Concrete, copy-paste-ready commands ("python3 run.py <ticker> --no-browser", "--remote", "--school F") and unambiguous file-level routing provide mostly executable guidance, matching anchor 4; it falls short of anchor 5 because run.py and most routed targets are not present in the bundle, leaving key execution details unverifiable.

Workflow Clarity

This is a simple router skill whose single action (dispatch to the narrowest matching workflow) is unambiguous: each request category maps to exactly one target file with an explicit tiebreak rule ("Use the narrowest matching workflow"), so per the simple-skill exception it scores 5; no destructive or batch operations require validation checkpoints here.

Progressive Disclosure

The written structure is well-signaled with one-level references and would merit a higher score, but scored against the actual bundle only references/macro-calendar.md resolves, while all four skills/*/SKILL.md paths, commands/, and run.py referenced in the body are absent, so navigation breaks for most entry points — moderate structural problems matching anchor 3 rather than the fully resolvable navigation of anchor 4/5.

Specificity

The description lists several specific capabilities in a clearly named domain ("deep research, quick scans, investor panel review, hot-money/LHB analysis, trap detection, valuation, IC memos, and Bloomberg-style HTML reports"), matching anchor 4's several specific actions with minor gaps; it falls short of anchor 5 because the items are feature names rather than fully spelled-out concrete operations and coverage of the workflow is not comprehensive.

Completeness

The "what" is clear (an analysis skill with enumerated capabilities) but there is no "Use when..." clause or equivalent explicit trigger guidance, which per the judging guidelines caps completeness at 3; it cannot be 4 because anchor 4 requires both a what and a when.

Trigger Term Quality

Good natural keyword coverage ("stock analysis", "valuation", "trap detection", "investor panel", "A-share", "US stock") that users would plausibly say, matching anchor 4; it is not anchor 5 because common variations like "equity research", "earnings review", "price target", "DCF", or localized terms (e.g. 龙虎榜) are missing.

Distinctiveness Conflict Risk

Specialized triggers like "hot-money/LHB analysis", "IC memos", and "A-share" carve a distinct niche, but the broad core phrasing "stock analysis... valuation... deep research" overlaps generic equity-research and valuation skills, fitting anchor 4 (mostly distinct, minor overlap risk) rather than anchor 5.