Conciseness

The intro paragraph ("Codacy is a code analytics platform that helps developers and teams monitor and improve code quality… reduce technical debt") is product-pitch filler, and "Use action names and parameters as needed." adds no instruction. This fits anchor 3 ("Mostly efficient but includes some unnecessary explanation or could be tightened"); it is above 2 because the bulk of the body is dense command and table reference with little padding.

Actionability

Concrete, copy-paste commands appear throughout ("npm install -g @membranehq/cli@latest", "membrane connection ensure \"https://www.codacy.com/\" --json", "--input '{\"key\": \"value\"}'") alongside a 16-action catalog. This matches anchor 4 ("Mostly executable guidance; concrete code or commands with minor gaps"); it falls short of 5 because "membrane action run <actionId>" never shows a concrete action id and the table's "Key" column is never explicitly linked to <actionId>.

Workflow Clarity

The sequence (install → login → connection ensure → poll → search → run) is clear, with explicit state-based checkpoints (READY, CLIENT_ACTION_REQUIRED, CONFIGURATION_ERROR) and recovery guidance ("poll again… to check if the state moved to READY"). This fits anchor 4; it is not 5 because the body twice says "skip to Step 2" yet no section is labeled Step 2 and the steps are not numbered, and it is not 3 because checkpoints are present and explicit.

Progressive Disclosure

There are no bundle files — all 157 lines live inline in SKILL.md — and the 16-row action table plus the Membrane auth/connection boilerplate are reference-grade content that belongs in separate files. This matches anchor 3 ("Some structure but could be better organized… content that should be separate is inline"); it is above 2 because headers are clear and the document is easy to navigate.

Specificity

"Manage Repositories, Organizations" and "interact with Codacy data" use only generic verbs — no concrete actions are explicitly stated, even though the body's catalog contains specific ones (e.g. "List Pull Request Issues", "Get Security Dashboard"). This matches anchor 2 ("Names the domain but actions are minimal or generic") rather than 3, which requires 1-2 concrete actions; it is above anchor 1 because the domain and two entity targets are named.

Completeness

Both parts are present: what ("Manage Repositories, Organizations") and when ("Use when the user wants to interact with Codacy data"). The when-clause is explicit but generic, matching anchor 4 ("'when' could be more explicit or specific"); it is not 5 because it lacks concrete trigger phrases, and not 3 because the when is explicitly stated rather than merely implied.

Trigger Term Quality

"Codacy" (repeated three times), "Repositories", and "Organizations" are relevant keywords a user would naturally say, but common functional variations — "code quality", "code review", "issues", "static analysis" — are missing. This fits anchor 3 ("Some relevant keywords but missing common variations or synonyms"); it falls short of 4 because coverage beyond the brand name is thin.

Distinctiveness Conflict Risk

"Codacy integration" combined with a brand-name trigger ("Use when the user wants to interact with Codacy data") carves a clear niche with minimal conflict risk — a user invoking this skill will almost certainly have named Codacy. This matches anchor 5; it is not 4 because the product-name trigger leaves no meaningful overlap with related code-quality skills.