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clevertap

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

Quality

66%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/clevertap/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 is a solid, executable CLI guide with well-structured sections and good auth/connection state handling. Its weaknesses are the lack of validation guidance for the destructive and batch operations it exposes, some padded introductory content, and the absence of worked action examples with real inputs.

Suggestions

Add verification steps around destructive and batch operations: confirm identity/GUID before delete-user-profile, check stop-campaign status after stopping, and verify upload counts after uploading events or profiles.

Fix the broken step reference — "skip to Step 2" points to a label that does not exist; label the "Searching for actions" section as Step 2 (and rename the oddly numbered "1b").

Trim the introductory platform paragraph and the 18-item feature bullet list, and move the popular-actions catalog into a references file to keep the overview lean.

DimensionReasoningScore

Conciseness

The body is mostly efficient command-first documentation, but the introductory marketing paragraph ("CleverTap is a customer engagement and retention platform. It helps mobile-first brands personalize...") and the 18-item feature bullet list are unnecessary padding that could be trimmed.

3 / 5

Actionability

Commands are concrete and executable throughout (install, login, connection ensure, action list/run, proxy flags), but there is no worked example of running a real action with actual input parameters — the run example only shows a generic '{"key": "value"}' placeholder, leaving a minor gap.

4 / 5

Workflow Clarity

The connection workflow has good state-based branching and polling feedback loops, but the skill enables destructive and batch operations (Delete User Profile, Stop Campaign, Upload Events/Profiles) with no validation or verification steps, which caps workflow clarity at 3; additionally "skip to Step 2" references a step label that does not exist.

3 / 5

Progressive Disclosure

The single-file body is well-organized with clear section headers and a coherent flow from setup to execution; the main gap is that the 15-row popular-actions catalog and the proxy flag table are bulk reference content inlined in the overview rather than split into a separate file.

4 / 5

Total

14

/

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 a proper 'Use when...' clause and a distinctive platform name, but its capability statement is generic. It tells the user the skill relates to CleverTap without conveying what concrete operations it supports.

Suggestions

Replace the generic "Manage data, records, and automate workflows" with concrete CleverTap operations, e.g. "Create and stop campaigns, upload user profiles and events, fetch segments and real-time user counts."

Broaden the trigger clause to cover natural phrasings: "Use when the user mentions CleverTap, campaigns, segments, user profiles, push notifications, or event data."

Ensure the description stays in third person (it currently does) while adding 1-2 concrete actions to lift specificity from domain-naming to capability-listing.

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the domain but the actions are generic — no concrete CleverTap operations (campaigns, profiles, events, push notifications) are listed, matching the 'names the domain but actions are minimal or generic' anchor.

2 / 5

Completeness

Both parts are present: "Manage data, records, and automate workflows" (what) and "Use when the user wants to interact with CleverTap data" (when), but the 'what' is vague and the 'when' is narrow, so it falls short of the fully explicit anchor 5.

4 / 5

Trigger Term Quality

The only natural trigger terms are "CleverTap" and "data"; common variations users would say (campaigns, segments, user profiles, push notifications, events) are missing, fitting 'some relevant keywords but missing common variations or synonyms'.

3 / 5

Distinctiveness Conflict Risk

The distinct platform name "CleverTap" keeps conflict risk low, but the generic phrasing "Manage data, records, and automate workflows" overlaps with broad data-management skills, so it does not fully reach the 'clear niche with distinct triggers' anchor.

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/clevertap/SKILL.md

Reviewed

Table of Contents

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