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 solid, command-driven integration guide with genuinely good state-handling and error-recovery logic for the connection workflow. Its weaknesses are avoidable sloppiness: a dangling 'Step 2' reference with no defined steps, an empty 'Popular actions' section, and a few fluffy/marketing sentences that add tokens without guidance.
Suggestions
Fix the dangling references: either number the sections as Step 1 / Step 2 or replace both 'skip to **Step 2**' mentions with the actual section name (e.g. 'Searching for actions').
Populate 'Popular actions' with 2-3 concrete example intents and action invocations (e.g. searching/creating patient records) instead of just restating the discovery command, and merge it with 'Searching for actions' to remove redundancy.
Trim background and marketing prose — the paragraph about business analysts and marketers, 'This is the fastest way to get a connection', and 'This will burn less tokens' — and make the 'Aivie Overview' entity list actually say what each entity (Patient, Note, User) is for.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dominated by lean, executable commands and a flags table, but includes unnecessary padding: the intro about Aivie's target users ("designed for business analysts, marketers, and other professionals"), "This is the fastest way to get a connection", and "This will burn less tokens". Fits 'Mostly efficient but includes some unnecessary explanation or could be tightened'; not 4 because there are several such instances, not minor ones. | 3 / 5 |
Actionability | Guidance is executable throughout — "npm install -g @membranehq/cli@latest", "membrane connection ensure \"https://aivie.ch/en/\" --json", "membrane action run <actionId> --connectionId=CONNECTION_ID --input '{\"key\": \"value\"}' --json", plus a flag table. Not 5 because the 'Popular actions' section lists no actual example actions or intents, and 'Use action names and parameters as needed' is vague direction. | 4 / 5 |
Workflow Clarity | The install → login (incl. headless variant) → connection ensure → poll-for-state → search/run workflow has explicit checkpoints: state-machine branching on READY / CLIENT_ACTION_REQUIRED / CONFIGURATION_ERROR with error-field inspection and a re-poll loop after user action. Not 5 due to incoherence: 'skip to **Step 2**' is referenced twice but no Step 2 exists, and 'Searching for actions' / 'Popular actions' are fragmented, redundant sections. | 4 / 5 |
Progressive Disclosure | A single-file skill with no bundle files, organized with clear headers (Install, Authentication, Connecting, Searching, Running, Proxy, Best practices) and a well-placed options table; nothing is bulky enough to warrant separate files. Not 5 because organization has gaps: a thin 'Aivie Overview' whose Patient/Note/User tree says little, and the overlapping action-discovery sections. | 4 / 5 |
Total | 15 / 20 Passed |