10to8
10to8 integration. Manage data, records, and automate workflows. Use when the user wants to interact with 10to8 data.
58
67%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./skills/10to8/SKILL.mdQuality
Discovery
57%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
The description relies heavily on the '10to8' brand name for identification but fails to describe what 10to8 actually does (appointment scheduling). The actions listed are generic boilerplate that could apply to virtually any integration, making it difficult for Claude to understand the skill's true purpose beyond name-matching.
Suggestions
Replace generic actions with 10to8-specific capabilities, e.g., 'Schedule and manage appointments, handle bookings, send reminders, and manage client availability through 10to8.'
Add natural trigger terms users would say, such as 'appointments', 'bookings', 'scheduling', 'calendar', 'availability', 'reminders'.
Expand the 'Use when' clause with specific scenarios, e.g., 'Use when the user mentions 10to8, appointment scheduling, booking management, or client availability.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The actions described ('manage data, records, and automate workflows') are extremely vague and generic. There are no concrete actions specific to 10to8, such as scheduling appointments, managing bookings, or syncing calendars. | 1 / 3 |
Completeness | It does explicitly answer both 'what' (manage data, records, automate workflows) and 'when' ('Use when the user wants to interact with 10to8 data'). While the content is vague, the structure with an explicit 'Use when' clause is present. | 3 / 3 |
Trigger Term Quality | The term '10to8' is a specific product name that users would naturally mention, which is helpful. However, there are no natural keywords related to what 10to8 actually does (e.g., 'appointments', 'bookings', 'scheduling', 'calendar'). | 2 / 3 |
Distinctiveness Conflict Risk | The '10to8' product name provides some distinctiveness, but 'manage data, records, and automate workflows' is so generic it could overlap with dozens of other integration skills. Without domain-specific terms like 'appointments' or 'scheduling', it risks conflicting with other data management or workflow automation skills. | 2 / 3 |
Total | 8 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a solid integration skill with excellent actionability — every step has concrete, executable CLI commands. The workflow for connection setup is well-structured with clear state handling. The main weaknesses are some unnecessary descriptive content (the product description, the overview hierarchy) and the monolithic structure that could benefit from splitting the actions table and proxy details into separate references.
Suggestions
Remove the introductory sentence about 10to8 being 'used by businesses of all sizes' and the overview hierarchy section — Claude doesn't need product marketing context or a bare entity list without actionable information.
Consider moving the popular actions table and proxy request details into separate referenced files (e.g., ACTIONS.md, PROXY.md) to keep the main skill focused on the core workflow.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is mostly efficient but includes some unnecessary explanation (e.g., 'It's used by businesses of all sizes to manage bookings, send automated reminders, and process payments' is context Claude doesn't need). The overview hierarchy section adds little value. The Membrane CLI instructions are reasonably tight but could be tightened in places. | 2 / 3 |
Actionability | The skill provides fully executable CLI commands for every step: installation, authentication, connection setup, action discovery, action execution, and proxy requests. Commands are copy-paste ready with clear flag descriptions and parameter examples. | 3 / 3 |
Workflow Clarity | The connection workflow is clearly sequenced with explicit state checks (BUILDING → READY vs CLIENT_ACTION_REQUIRED), polling instructions, and error states. The overall flow from install → authenticate → connect → discover actions → run actions is well-structured with validation checkpoints at each connection state transition. | 3 / 3 |
Progressive Disclosure | The content is a single monolithic file with no references to supporting documents. The popular actions table and proxy request details could be split into separate reference files. However, for a skill of this size (~150 lines), the inline approach is borderline acceptable, though the overview hierarchy section and the full actions table bloat the main file. | 2 / 3 |
Total | 10 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 10 / 11 Passed | |
- Repository
- membranedev/application-skills
- Commit
f484c82
- Reviewed
Table of Contents
Is this your skill?
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.