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checkr

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

56

Quality

65%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

67%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, actionable integration guide with a well-structured connection workflow and validation checkpoints, weakened mainly by mild verbosity and over-explanation of familiar concepts.

Suggestions

Trim the introductory explanation of what Checkr is and remove editorial filler like 'This is the fastest way to get a connection' and 'This will burn less tokens'.

Add at least one concrete actionId example (e.g. a report or candidate action) so the 'Running actions' section is fully copy-paste ready.

Consider moving the detailed connection-state handling into a short reference section or file so the overview stays lean.

DimensionReasoningScore

Conciseness

The body is mostly efficient with copy-paste commands, but includes mild padding such as explaining what Checkr is ('used by companies to run background checks...') and editorial filler like 'This is the fastest way to get a connection' and 'This will burn less tokens'.

3 / 5

Actionability

Concrete, runnable commands dominate the body (`membrane connection ensure`, `membrane action run`, `membrane request`) with a clear options table, missing only a concrete actionId example to be fully copy-paste ready.

4 / 5

Workflow Clarity

The connection flow is clearly sequenced with state-based checkpoints (READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR) and a poll-again feedback loop after user action, with only minor validation gaps for action failures.

4 / 5

Progressive Disclosure

Single-file content is well organized into clearly headed sections (Install, Authentication, Connecting, Searching, Running actions, Proxy, Best practices) with no nested references, though there is no external reference split for the lengthier proxy/state material.

4 / 5

Total

15

/

20

Passed

Description

62%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 is functional and includes an explicit 'Use when...' trigger, but its action list is generic and it misses the natural keyword 'background check' that users would most likely say.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete Checkr actions such as 'Run background checks, manage candidates, and retrieve reports'.

Add the natural trigger term 'background checks' / 'screening' to the 'Use when' clause so it matches how users actually phrase the request.

Keep the description in third person and tighten it so every clause is Checkr-specific rather than integration-generic.

DimensionReasoningScore

Specificity

Names the Checkr domain and a few actions ('Manage data, records, and automate workflows'), but the actions are generic rather than concrete Checkr-specific operations like running reports or managing candidates.

3 / 5

Completeness

Both a clear 'what' ('Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with Checkr data') are present, though the 'when' could be more specific to background-check intent.

4 / 5

Trigger Term Quality

The clause 'Use when the user wants to interact with Checkr data' provides a relevant trigger anchored on 'Checkr', but lacks natural synonyms or variations a user might actually say (e.g. 'background check', 'screening').

3 / 5

Distinctiveness Conflict Risk

Naming the specific product 'Checkr' gives it a clear niche with minimal conflict risk, but the generic action verbs ('manage data, records') leave slight overlap room with adjacent integrations.

4 / 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.

Validation15 / 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
Reviewed

Table of Contents

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