Conciseness

Mostly efficient commands and examples, but several sections add little: the hollow "A/B Tasty Overview" bullet list (Campaign/Variation/Account/User/Test with no explanation), the padded "Agent Types" sentence ("claude, openclaw, codex, warp, windsurf, etc. Those will be used to adjust tooling..."), and the "Popular actions" section that repeats the action-discovery command already shown under "Searching for actions" without listing any actual actions.

Actionability

Concrete, executable bash commands throughout — install (`npm install -g @membranehq/cli@latest`), login, `connection ensure`, polling with `--wait`, `action list --intent`, `action run ... --input '{...}'`, and a proxy flags table — with placeholders clearly marked (CONNECTION_ID). Falls short of anchor 5 because "Popular actions" lists no real example actions and the `clientAction.agentInstructions` handling is described but never demonstrated.

Workflow Clarity

A clear install → login → connection ensure → poll state → handle clientAction → search actions → run/proxy sequence with good checkpoints: the READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR state machine tells the agent exactly what to do in each case, including re-polling after user auth. Minor gaps keep it from 5: the instruction "skip to **Step 2**" references a step that is never labeled, the "1b" heading has no "1a"/numbered structure, and CLI invocation is inconsistent (`npx @membranehq/cli` vs `membrane`).

Progressive Disclosure

With no bundle files, everything is inline in a single ~140-line SKILL.md with clear section headers (Install, Authentication, Connecting, Searching, Running, Proxy, Best practices) — appropriate for this size. Minor organization gaps: the contentless Overview entity list and the mislabeled "Popular actions" section, and the proxy flags table is borderline reference material.

Specificity

The description names the domain ("A/B Tasty integration") but the actions are generic — "Manage data, records, and automate workflows" could describe almost any data tool, with no concrete capabilities like running campaigns, analyzing experiment results, or managing variations.

Completeness

Both parts are explicitly present: a "what" ("A/B Tasty integration. Manage data, records, and automate workflows.") and a "Use when the user wants to interact with A/B Tasty data" trigger clause, but the "what" is vague and the "when" could be more specific — matching anchor 4 rather than 5.

Trigger Term Quality

It includes the relevant brand keyword "A/B Tasty" and "data", but misses the natural phrases users would say — "A/B tests", "experiments", "campaigns", "variations", "personalization", "feature flags" — so coverage of synonyms is incomplete.

Distinctiveness Conflict Risk

Anchoring on the distinct brand "A/B Tasty" gives it a clear niche with minimal conflict risk, but generic requests about A/B testing or experimentation platforms without the brand name could bleed into adjacent analytics/experimentation skills — mostly distinct with minor overlap.