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cartql

CartQL integration. Manage data, records, and automate workflows. Use when the user wants to interact with CartQL data.

Quality

63%

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Passed

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tessl review fix ./skills/cartql/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

61%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body delivers mostly executable, command-driven guidance with a genuine feedback loop for connection states, but it is undermined by content-free sections and broken internal step references (a "Step 2" that doesn't exist, an orphaned "1b"). Fixing the section numbering and replacing the filler overview/popular-actions sections with real content would move this from adequate to strong.

Suggestions

Fix the workflow numbering: replace "skip to **Step 2**" and "#### 1b" with a consistent, explicit step sequence (1. Install, 2. Authenticate, 3. Connect, 4. Discover, 5. Run).

Delete or populate the empty sections: the "CartQL Overview" bullets with "Use action names and parameters as needed" and the "Popular actions" heading add tokens without guidance — either list 3-5 concrete popular actions with example inputs or remove the section.

Standardize CLI invocation (always "membrane" or always "npx @membranehq/cli@latest") and add one end-to-end worked example showing a discovered action being run with real JSON input and output.

DimensionReasoningScore

Conciseness

Most sections are efficient, command-first content, but padding is present: the "CartQL Overview" bullet list ("Cart", "Cart Items", "Product") plus "Use action names and parameters as needed" conveys nothing actionable, and the "Popular actions" heading contains no actual actions. This matches anchor 3 (mostly efficient with unnecessary material that could be trimmed).

3 / 5

Actionability

Concrete copy-paste commands throughout: install ("npm install -g @membranehq/cli@latest"), login with headless fallback ("membrane login complete <code>"), connection ("membrane connection ensure ... --json"), polling ("--wait --json"), action run with JSON input, and a proxy flag table. Minor gaps keep it below anchor 5: the CLI is invoked inconsistently ("membrane" vs "npx @membranehq/cli") and no worked example with a real action input/output is shown.

4 / 5

Workflow Clarity

The sequence (install → login → connection → poll for READY → discover actions → run/proxy) is present with state-based checkpoints (BUILDING/READY/CLIENT_ACTION_REQUIRED handling), but the numbering is incoherent: "skip to **Step 2**" references a step that doesn't exist and "#### 1b" appears without a 1a or a Step 2. This lands on anchor 3 (sequence present but with gaps/implicit checkpoints).

3 / 5

Progressive Disclosure

There are no bundle files, and the ~140-line body is well-sectioned with clear headers, a flag table, and cohesive single-level content that doesn't need splitting. It matches anchor 4 (good structure, appropriately placed content); it is not 5 because sections like the empty "Popular actions" and orphaned "1b" subsection leave minor organization gaps.

4 / 5

Total

14

/

20

Passed

Description

48%Weight 40%Scale 1-5

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 has an explicit and appropriate 'Use when' trigger anchored to a distinctive product name, but the capability statement is generic buzzword language that never mentions what CartQL actually offers (carts, products, e-commerce). Tightening the 'what' with concrete domain actions would lift both specificity and completeness.

Suggestions

Replace the vague "Manage data, records, and automate workflows" with concrete CartQL capabilities, e.g., "Manage shopping carts, cart items, and products via the CartQL GraphQL API".

Add natural trigger synonyms such as "shopping cart", "e-commerce cart", or "cart data" so users who don't literally say "CartQL" still match.

State the specific operations available (query carts, add/update/remove cart items, fetch products) to sharpen the 'what' half of the description.

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" are generic buzzword actions, not concrete CartQL capabilities (e.g., manage carts, products, cart items). The description names the domain ("CartQL integration") but its actions are minimal and generic, matching anchor 2 rather than 3, which requires 1-2 genuinely concrete actions.

2 / 5

Completeness

The "when" is explicit ("Use when the user wants to interact with CartQL data"), but the "what" is weak: "Manage data, records, and automate workflows" gives no CartQL-specific capability. It falls between anchor 3 (clear what, weak when) and anchor 4 (both present); because the what is vague buzzword language, it sits at 3.

3 / 5

Trigger Term Quality

"CartQL" is a relevant and distinctive keyword repeated twice, but the description misses natural variations users would say like "shopping cart", "e-commerce", or "cart items". Some relevant keywords with missing synonyms matches anchor 3.

3 / 5

Distinctiveness Conflict Risk

CartQL is a niche product and "interact with CartQL data" is a distinct trigger with minimal conflict risk. However, the generic "automate workflows" clause overlaps with general workflow-automation skills, keeping it at anchor 4 rather than 5.

4 / 5

Total

12

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

membranedev/application-skills

Path

skills/cartql/SKILL.md

Reviewed

Table of Contents

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