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cleeng

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

Quality

68%

Does it follow best practices?

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tessl review fix ./skills/cleeng/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 a practical, mostly executable guide to driving Cleeng through the Membrane CLI, with good command examples and connection-state handling. Its main weaknesses are broken step cross-references ("Step 2" that doesn't exist), a "Popular actions" section with no actions, and filler/duplicated content that could be trimmed.

Suggestions

Fix the dangling workflow references: either number the sections ("Step 1: Connect", "Step 2: Discover actions") so "skip to Step 2" resolves, or remove the "Step 2" mentions and the orphaned "1b" heading.

Make "Popular actions" deliver on its title by listing several concrete high-value Cleeng actions (e.g. get customer, create offer, list events) with example commands, or merge it into "Searching for actions" and delete the duplicated command.

Trim filler lines ("Use action names and parameters as needed.", the awkward Agent Types sentence) and give `--tenant` a concrete value in the login example; consider brief annotations for the Cleeng entity list so it isn't a bare outline.

DimensionReasoningScore

Conciseness

The body is mostly command-driven and practical, but contains filler ("Use action names and parameters as needed.", "Those will be used to adjust tooling to be used best with your harness"), a background paragraph on what Cleeng is, and a duplicated action-list command in both "Searching for actions" and "Popular actions". This matches anchor 3 (mostly efficient, some unnecessary content that could be tightened) rather than 4.

3 / 5

Actionability

Concrete, executable commands throughout — `npm install -g @membranehq/cli@latest`, `membrane connection ensure "https://cleeng.com" --json`, `membrane action run <actionId> --connectionId=CONNECTION_ID --input '{"key": "value"}'`, plus a complete proxy flag table. Falls short of anchor 5 because the "Popular actions" section never lists any actual actions, and `--tenant` is shown with no value.

4 / 5

Workflow Clarity

A rough sequence exists (install → login → connect → poll → search → run → proxy) with state-based feedback (BUILDING polling, CLIENT_ACTION_REQUIRED handling, CONFIGURATION_ERROR), but it references "skip to **Step 2**" twice with no labeled Step 2, and "1b" appears with no Step 1/1a. This matches anchor 3 (steps listed, checkpoints implicit, gaps in the sequence) rather than 4.

3 / 5

Progressive Disclosure

This is a single-file skill with no bundle files and no nested references; sections are clearly headed (Install → Authentication → Connecting → Searching → Running → Proxy → Best practices) and content is appropriately placed for a ~145-line CLI guide. Minor organization gaps — the empty "Popular actions" section and an unexplained entity list — keep it below anchor 5.

4 / 5

Total

14

/

20

Passed

Description

61%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 correctly names the Cleeng domain and includes an explicit 'Use when' trigger clause with minimal conflict risk, but the capability description is generic. Replacing "Manage data, records, and automate workflows" with concrete Cleeng operations and natural user phrases would strengthen it substantially.

Suggestions

Replace the generic "Manage data, records, and automate workflows" with concrete Cleeng operations, e.g. "Manage Cleeng subscriptions, customers, offers, live events, VOD assets, and payment methods; run reports on subscriber retention and monetization."

Enrich the trigger clause with natural user phrases and synonyms: "Use when the user mentions Cleeng, or wants to manage subscriptions, offers, entitlements, or video monetization data in Cleeng."

Reflect the specific entity types listed in the body (Event, Pass, Customer, Offer, Report, VodAsset, PaymentMethod) so the description signals scope without being vague.

DimensionReasoningScore

Specificity

"Cleeng integration" names the domain, but the actions "Manage data, records, and automate workflows" are minimal and generic with no concrete Cleeng operations (subscriptions, offers, reports, VOD). This matches anchor 2 (names domain, generic actions) — not 3 because no specific concrete action is named, and not 1 because the domain is clearly identified.

2 / 5

Completeness

Both parts are present: what ("Manage data, records, and automate workflows") and an explicit when ("Use when the user wants to interact with Cleeng data"), so the missing-trigger cap does not apply. The when is circular ("interact with Cleeng data") and the what is vague, keeping it below anchor 5's clearly concrete standard.

4 / 5

Trigger Term Quality

"Cleeng" is the only specific keyword; surrounding terms ("data", "records", "workflows") are generic, and natural variations like "subscriptions", "offers", "billing", or "monetization" are missing. Matches anchor 3 (some relevant keywords, missing common variations) rather than 4 (good coverage) or 2 (only generic keywords).

3 / 5

Distinctiveness Conflict Risk

"Cleeng" is a distinct niche SaaS platform and the trigger "interact with Cleeng data" is app-scoped, giving minimal conflict risk with other skills. Every clause is Cleeng-qualified, matching anchor 5 (clear niche with distinct triggers).

5 / 5

Total

14

/

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/cleeng/SKILL.md

Reviewed

Table of Contents

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