Content
67%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is a largely actionable, command-first guide with a genuinely well-handled connection state machine and polling loop. Its main weaknesses are a padded introductory paragraph that re-explains a well-known service, an empty Description column in the actions table, and a dangling "Step 2" reference to a section that is never labeled. Tightening the intro, numbering the steps consistently, and filling or removing the empty column would move it firmly into the top band.
Suggestions
Delete or compress the opening paragraph describing what Azure AI Vision is and where it's used — Claude already knows this service — and keep only the official docs link.
Label the workflow steps explicitly (Step 1: connect, Step 2: find actions, Step 3: run) so the existing "skip to Step 2" references resolve, and add a quick check of the action output/`output` field before acting on it.
Fill the empty Description column in the Popular actions table (e.g. what analyze-image vs get-dense-captions returns) or drop the column, and show one complete `membrane action run` example with real `--input` JSON for a common case like analyze-image.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The opening paragraph ("Azure AI Vision is a cloud-based API for analyzing images and videos... It's used across industries for tasks like image recognition, content moderation, and accessibility") explains a service Claude already knows, and the Popular actions table has an entirely empty Description column wasting tokens. The rest is mostly command-based and tight, so this sits at anchor 3 (mostly efficient with some unnecessary explanation) rather than 2 (noticeably verbose throughout). | 3 / 5 |
Actionability | Concrete, executable commands appear throughout: `npm install -g @membranehq/cli@latest`, `membrane login`, `membrane connection ensure "https://..." --json`, `membrane action list ... --intent "QUERY"`, and the proxy flag table. It is not a 5 because the actions table lists keys while the run command expects an actionId (the mapping is only implied), and no worked example with real parameter JSON is shown for a common case like analyze-image. | 4 / 5 |
Workflow Clarity | The flow (install → login → connection ensure → poll state → search actions → run → proxy fallback) has a genuine feedback loop: the BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR state machine with re-polling instructions. It falls short of 5 because "skip to Step 2" is referenced twice but no section is ever labeled Step 2, and there is no checkpoint for verifying an action's output before relying on it. | 4 / 5 |
Progressive Disclosure | The single-file body (~150 lines) is organized into clear headed sections (Install, Authentication, Connecting, Searching, Running, Proxy, Best practices) with no bundle files or nested references to get lost in. It is not a 5 because content that would suit a reference file (the proxy flags table, the connection-state reference, the actions catalog) is inlined in the always-loaded SKILL.md, and stray formatting (empty table column, doubled blank lines) slightly hurts navigation. | 4 / 5 |
Total | 15 / 20 Passed |