Conciseness

The body is efficient: it names exact MCP tools, parameters, and defaults without explaining what feature flags or LaunchDarkly are, and the "Important Context" section contains genuinely non-obvious domain facts (e.g., "Weights are scaled by 1000 in the API"). A few interpretive flourishes could be trimmed ("this tells you the scale of the flag surface area", "tells a different story than one inactive everywhere"), which keeps it just below anchor 5's 'every token earns its place' but comfortably above anchor 3's 'some unnecessary explanation'.

Actionability

For an MCP-driven instruction skill, the guidance is fully executable: it specifies exact tool names (`get-flags`, `search-stale-flags`, `get-flag-health`, `get-removal-readiness`), parameter values (`state` of `live`/`deprecated`/`archived`, `inactiveDays` defaults of 30 with conservative/aggressive alternatives of 60/90 and 7/14, `includeOnly` of `temporary`/`all`), returned categories (`never_requested`, `inactive_30d`, `launched_no_changes`), and structured verdicts (`safe`, `caution`, `blocked`). Per the rubric's scoring notes, absence of code in an instruction-only skill is not penalized when the guidance is this concrete.

Workflow Clarity

Six clearly sequenced steps adapt to the user's stated goal, with explicit decision gates in Step 4 ("Don't recommend action without more context") and Step 5 (blocked verdicts "Must resolve first"), plus a checklist delegated to a reference file. This is a read-only discovery skill, so the destructive/batch validation cap does not apply, but there are no error-recovery loops (e.g., what to do when a tool call fails or returns empty results), which keeps it below anchor 5.

Progressive Disclosure

The bundle structure matches the body exactly: both referenced files (`references/flag-health-signals.md`, `references/removal-readiness-checklist.md`) exist, are referenced one level deep at the point of use in Steps 3 and 5 with clear signaling, and are re-listed in a References section. The SKILL.md stays an overview while interpretation detail lives in the references, matching the anchor-5 example of a clear overview with well-signaled one-level-deep references.

Specificity

The description lists several concrete actions — "find stale or launched flags", "assess removal readiness", "Audit your LaunchDarkly feature flags" — which on its own fits anchor 4 (several specific actions, minor gaps such as flag-health assessment and categorization being only implied). However, it opens in second person ("Audit your LaunchDarkly feature flags") rather than third person, which the judging guidelines penalize by reducing the specificity score by 1, landing it at 3.

Completeness

It explicitly answers both questions: the 'what' is concrete ("Audit your LaunchDarkly feature flags to understand the landscape, find stale or launched flags, and assess removal readiness") and the 'when' is an explicit clause with concrete trigger phrases ("Use when the user asks about flag debt, stale flags, cleanup candidates, flag health, or wants to understand their flag inventory"). This directly matches the anchor-5 example pattern and is clearly better than anchor 4, where the 'when' would be less explicit.

Trigger Term Quality

Strong natural trigger terms: "flag debt", "stale flags", "cleanup candidates", "flag health", "flag inventory", plus the product name "LaunchDarkly" — phrases users would plausibly say. It falls short of anchor 5 because a few natural variations are missing (e.g., "remove/delete flags", "old flags", "flag cleanup"), but it is clearly above anchor 3's 'some relevant keywords, missing common variations'.

Distinctiveness Conflict Risk

The LaunchDarkly-specific framing creates a clear niche, but the skill family includes closely related siblings (flag cleanup, flag targeting), and triggers like "cleanup candidates" and "assess removal readiness" carry minor overlap risk with a dedicated cleanup skill. It fits anchor 4 ('mostly distinct; minor overlap risk with closely related skills') better than anchor 5, whose minimal-conflict example is a standalone skill with fully distinct triggers.