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coupa-pay

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

52

Quality

59%

Does it follow best practices?

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SecuritybySnyk

Medium

Suggest reviewing before use

Fix and improve this skill with Tessl

tessl review fix ./skills/coupa-pay/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 strong executable membrane commands and a well-instrumented connection workflow, but it opens with concept explanation Claude already knows and omits validation guidance around destructive payment operations. Adding verification steps and trimming conceptual prose would raise the score.

Suggestions

Add an explicit validation checkpoint before running or proxying payment-affecting actions (e.g. dry-run, confirm with the user, or check the response status before proceeding).

Remove the opening paragraph defining Coupa Pay and the redundant action-list command under 'Popular actions' to tighten token usage.

Include one concrete Coupa Pay action example (e.g. a payment request query) so the run/proxy patterns are demonstrated end-to-end.

DimensionReasoningScore

Conciseness

The body is mostly command-driven and efficient, but the opening paragraph explaining what Coupa Pay is and the repeated action-list command in 'Popular actions' add unnecessary padding Claude does not need.

3 / 5

Actionability

It provides concrete, copy-paste-ready membrane commands with flags for login, connection ensure, action list/run, and proxy requests; minor gaps remain since no actual Coupa Pay action examples are shown.

4 / 5

Workflow Clarity

The connection setup is a clear state-driven sequence (READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR), but running or proxying payment actions — potentially destructive operations — lacks validation or verification steps, capping this dimension at 3.

3 / 5

Progressive Disclosure

Content is well sectioned into install, auth, connect, search, run, proxy, and best practices with no nested references; with no bundle files present the single-file structure is appropriate, with only minor organization gaps.

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 successfully pairs a clear use-when trigger with a named domain, but its capability list relies on generic verbs rather than concrete Coupa Pay actions. Tightening the action phrasing would push specificity and completeness higher.

Suggestions

Replace generic verbs with concrete Coupa Pay actions, e.g. 'Create and track payment requests, post payments, and query Coupa Pay records.'

Add natural trigger synonyms such as 'payments, payment requests, or Coupa Pay workflows' to broaden trigger-term coverage.

Make the 'when' clause more specific, e.g. 'Use when the user wants to create, query, or manage Coupa Pay payments and records.'

DimensionReasoningScore

Specificity

The description names the domain ('Coupa Pay integration') but its actions ('Manage data, records, and automate workflows') are generic rather than concrete, fitting the 'names the domain but actions are minimal or generic' anchor rather than the concrete-action anchor above.

2 / 5

Completeness

Both a 'what' ('Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with Coupa Pay data') are present, though the 'what' is somewhat vague — fitting the 'has both but when could be more specific' anchor.

4 / 5

Trigger Term Quality

It surfaces the natural term 'Coupa Pay' and a usable trigger phrase, but lacks synonyms or common variations users might say, matching the 'some relevant keywords but missing common variations' anchor.

3 / 5

Distinctiveness Conflict Risk

The 'Coupa Pay' niche is clearly distinct with low conflict risk, but the generic action phrasing keeps it just shy of the 'clear niche with minimal conflict risk' top 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.

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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