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.
A well-structured, command-driven skill body with strong connection state-machine guidance and actionable examples throughout. Its main weaknesses are a few padded sections that add no operational value, a dangling 'Step 2' reference in the workflow, and no concrete worked example for running an action.
Suggestions
Delete the 'BotPenguin Overview' entity bullet list ('Bot / Chatbot / Template / Workspace / User / ...' with 'Use action names and parameters as needed.') and the marketing-style intro paragraph — neither changes what the agent does.
Fix the workflow numbering: 'skip to Step 2' points at nothing; either label the 'Searching for actions' section as Step 2 or renumber '1b' into a coherent sequence.
Add one fully concrete action example, e.g. membrane action run list-chats --connectionId=... --input '{"limit": 10}' --json, so the run step is copy-paste ready like the connection step.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly efficient commands and tables, but contains several padded sections Claude does not need: the intro paragraph 'BotPenguin is a platform that lets businesses build chatbots... It's used by marketers, customer support teams', the contentless 'BotPenguin Overview' entity bullet list followed by 'Use action names and parameters as needed.', and the 'Agent Types' aside. | 3 / 5 |
Actionability | Nearly all guidance is copy-paste ready ('npm install -g @membranehq/cli@latest', 'membrane connection ensure "https://botpenguin.com/" --json', the proxy flags table), and the popular-actions table gives concrete action keys. Minor gap: 'membrane action run <actionId>' is never shown with a fully concrete worked example. | 4 / 5 |
Workflow Clarity | The install → authenticate → connection → search → run sequence is clear, and connection state handling (READY / CLIENT_ACTION_REQUIRED with clientAction fields / CONFIGURATION_ERROR) provides explicit validation checkpoints with polling. Held below 5 because 'If the returned connection has state: "READY", skip to Step 2' references a 'Step 2' that is never labeled — the numbering jumps from an implicit step 1 to '#### 1b' with no step 2 heading. | 4 / 5 |
Progressive Disclosure | The single SKILL.md file (~140 body lines) is well sectioned and defers API detail to runtime discovery ('membrane action list ... --intent "QUERY"'), which is good progressive disclosure. Minor gap: the generic Membrane CLI material (proxy flags table, agent types, login flow) is not specific to BotPenguin and could be split into a shared reference file. | 4 / 5 |
Total | 15 / 20 Passed |