Name: paychex
Rating: 59.2 (1 reviews)
Author: membranedev

paychex

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

Quality

68%

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Securityby

Passed

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tessl review fix ./skills/paychex/SKILL.md

Quality

Content

76%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 highly actionable with executable commands and a clear connection-state workflow, weakened only by the absence of validation around destructive/batch actions. Structure is good given there are no bundle files.

Suggestions

Add a verify step for destructive/batch actions (delete-worker, create-worker, create-company-check): list the target first, confirm with the user, run the mutation, then re-fetch to confirm the result.

Number the end-to-end flow (install → login → connection ensure → action list → action run) as an explicit ordered sequence so Claude follows the path linearly rather than navigating sections.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient with copy-paste commands and a compact actions table; the only over-explanation is the opening paragraph describing what Paychex is, which Claude largely already knows, fitting 'efficient with minor instances that could be trimmed'.	4 / 5
Actionability	It provides fully executable, copy-paste-ready commands across the common cases (install, login, connection ensure, action list/run, request proxy) plus a concrete actions table, matching 'fully executable; specific examples cover common cases'.	5 / 5
Workflow Clarity	The connection flow has explicit state branching and a poll-again feedback loop, but the skill exposes destructive/batch actions (delete-worker, create-worker, create-company-check) with no verification step before or after running them, which caps workflow clarity at 3 per the destructive-operations rule.	3 / 5
Progressive Disclosure	Content is well-organized into clear sections with no broken references (no bundle files exist); the 20-row inline actions table is the only content that could arguably live in a separate reference file, a minor organization gap matching 'good structure, minor gaps'.	4 / 5
	Total	16 / 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 is distinct and includes an explicit use-when clause, but its capability list is generic and trigger coverage is limited to the brand name. Concrete Paychex actions and richer trigger terms would lift the weakest dimensions.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete Paychex actions such as 'process payroll, manage workers and contractors, run pay-period checks, and pull company reports'.

Broaden trigger terms to natural phrases users say — 'payroll', 'paychecks', 'pay periods', 'employees/workers', 'onboarding' — alongside 'Paychex'.

Make the use-when clause more specific, e.g. 'Use when the user wants to run Paychex payroll, look up workers, or query company/pay-period data.'

Dimension	Reasoning	Score
Specificity	The description names the domain ('Paychex integration') but the actions 'Manage data, records, and automate workflows' are generic and not concrete Paychex actions like processing payroll or managing workers, matching the 'names domain but actions minimal/generic' anchor.	2 / 5
Completeness	It states both a 'what' ('Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with Paychex data'); the trigger is present but generic and the 'what' is vague, so it does not reach the concrete-both anchor of 5.	4 / 5
Trigger Term Quality	It surfaces the natural keyword 'Paychex' and 'Paychex data', but offers no synonyms or domain phrases (payroll, paychecks, pay periods, workers) users would also say, fitting 'some relevant keywords but missing common variations'.	3 / 5
Distinctiveness Conflict Risk	'Paychex' is a specific named product with a clear niche and distinct triggers, so overlap with other skills is minimal, matching the 'clear niche, minimal conflict risk' anchor.	5 / 5
	Total	14 / 20 Passed

Validation

93%

Warnings & errors only

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

Criteria	Description	Result
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/paychex/SKILL.md
Commit: f484c82

Reviewed: 5 days ago

Table of Contents

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