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calltrackingmetrics

Calltrackingmetrics integration. Manage Accounts. Use when the user wants to interact with Calltrackingmetrics data.

Quality

75%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

82%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 content is a strong, execution-first integration guide: concrete CLI commands throughout, a complete connection-state decision tree, and a useful action catalog. Its main flaws are minor — a few marketing-fluff sentences, a 'Step 2' reference to a step that is never labeled, and bulky inline tables that could be split into reference files for a leaner SKILL.md.

DimensionReasoningScore

Conciseness

The body is dominated by executable commands and compact tables, but contains a few trimmable passages: the marketing-teams overview ('Marketing teams and sales organizations use it to optimize their advertising spend'), 'This is the fastest way to get a connection', and 'so you can focus on the integration logic rather than auth plumbing'. Anchor 4 ('efficient; minor instances of over-explanation') fits — anchor 5 requires every token to earn its place.

4 / 5

Actionability

Everything is copy-paste ready: install command, login (including headless completion with `membrane login complete <code>`), `connection ensure` with a real URL, `action list`/`action run` with `--input` JSON syntax, a proxy command with a full flag table, and an 18-row action table with keys and descriptions. This matches anchor 5 — specific examples cover the common cases.

5 / 5

Workflow Clarity

The setup sequence (install → login → connect → poll state → search → run) is clear, with a well-specified state decision tree (READY / BUILDING / CLIENT_ACTION_REQUIRED / CONFIGURATION_ERROR) including re-polling after user action. The gap: 'skip to **Step 2**' references a step label that never exists in the document (only '#### 1b' appears), leaving the sequence with a dangling branch point. Anchor 4 ('clear sequence with most checkpoints; minor gaps') is the best fit.

4 / 5

Progressive Disclosure

No bundle files exist, and the single SKILL.md is well-sectioned with clear headings and appropriately placed getting-started content. However, at ~170 lines it exceeds the under-50-lines simple-skill exception, and bulky material (the 18-row actions table, proxy flag reference, clientAction state details) could live in reference files. Anchor 4 ('good structure; most content appropriately placed; minor organization gaps') fits better than 3, since nothing is buried and navigation is easy.

4 / 5

Total

17

/

20

Passed

Description

57%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 the right structure (what + an explicit 'Use when...' clause) and benefits from a distinctive product name, but it is thin: one generic capability ('Manage Accounts') and a circular trigger ('interact with Calltrackingmetrics data') that misses the natural vocabulary of the domain. It reads more like a placeholder than an inventory of what the skill can actually do.

Suggestions

Replace 'Manage Accounts' with the skill's actual capabilities, e.g. 'Send and track SMS, list and purchase tracking numbers, manage contacts, and view call logs in CallTrackingMetrics.'

Add natural trigger terms and synonyms users would say, such as 'call tracking', 'CTM', 'tracking numbers', or 'call log', rather than repeating only the product name.

Make the 'when' clause concrete instead of circular — e.g. 'Use when the user wants to manage calls, texts, contacts, or tracking numbers in CallTrackingMetrics.'

DimensionReasoningScore

Specificity

The description names the domain ('Calltrackingmetrics integration') but the only stated action is the generic 'Manage Accounts' — no concrete capabilities (e.g., send SMS, list calls, purchase tracking numbers) even though the body documents 18 specific actions. This matches anchor 2 ('names the domain but actions are minimal or generic'), not anchor 3, which requires 1-2 concrete actions.

2 / 5

Completeness

Both parts are present: what ('Calltrackingmetrics integration. Manage Accounts.') and an explicit when ('Use when the user wants to interact with Calltrackingmetrics data'). It sits between anchors 3 and 4 — the 'when' clause is explicit so it cannot be a 3, but the thin 'what' and generic 'when' keep it from anchor 5's concrete trigger phrases.

4 / 5

Trigger Term Quality

The product name 'Calltrackingmetrics' is the sole trigger term; common natural variations a user would say ('call tracking', 'CTM', 'tracking numbers', 'call log') are absent. Fits anchor 3 ('some relevant keywords but missing common variations or synonyms'), short of anchor 4's 'good keyword coverage'.

3 / 5

Distinctiveness Conflict Risk

The named product creates a clear niche with minimal conflict risk, but 'Manage Accounts' alone could overlap with generic account-management skills and no distinguishing capability triggers are given. Anchor 4 ('mostly distinct; minor overlap risk') is the best fit — anchor 5 expects distinctive capability triggers alongside the niche.

4 / 5

Total

13

/

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/calltrackingmetrics/SKILL.md

Reviewed

Table of Contents

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