Name: ceridian-dayforce
Rating: 60.8 (1 reviews)
Author: membranedev

ceridian-dayforce

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

Quality

71%

Does it follow best practices?

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Securityby

Passed

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tessl review fix ./skills/ceridian-dayforce/SKILL.md

Quality

Content

83%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, executable guide: concrete CLI commands throughout, a well-sequenced connection workflow with state handling, and lean sectioning that assumes Claude's competence. The main gap is the absence of an explicit verify/validation checkpoint after executing actions or proxy requests.

Dimension	Reasoning	Score
Conciseness	The body is largely efficient, leaning on executable CLI commands and a tight flag table, with only minor over-explanation (the Dayforce HCM intro paragraph and restating the action-search command in 'Popular actions').	4 / 5
Actionability	Provides fully executable, copy-paste-ready `membrane` CLI commands for installation, login, connection, action discovery, action execution, and proxy requests, plus a concrete flag table covering common cases.	5 / 5
Workflow Clarity	The connection flow is clearly sequenced with state polling and explicit next steps per state (READY / CLIENT_ACTION_REQUIRED / CONFIGURATION_ERROR), though there is no explicit validation/verification checkpoint after running actions against Dayforce.	4 / 5
Progressive Disclosure	A clean overview with well-organized sections and a one-level structure; no bundle files exist so the single SKILL.md is appropriately self-contained, and content that could be split (e.g. full API reference) is correctly delegated to the live `membrane action list` command rather than inlined.	5 / 5
	Total	18 / 20 Passed

Description

60%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 correctly identifies the product and provides an explicit 'Use when' trigger, giving it solid completeness and distinctiveness. It is weakened by generic action verbs ('Manage data, records') and a lack of natural HR/payroll trigger terms that users would actually say.

Suggestions

Replace generic verbs ('Manage data, records, and automate workflows') with concrete Dayforce actions such as 'pull pay statements, submit time-off requests, and query employee records'.

Add natural trigger terms users would say, e.g. 'Use when the user asks about payroll, pay statements, time off, or employee records in Dayforce.'

Avoid first/second person drift and keep the product-specific phrasing to further reduce conflict with other data-integration skills.

Dimension	Reasoning	Score
Specificity	Names the domain ('Ceridian Dayforce integration') and a few concrete actions ('Manage data, records, and automate workflows'), but these are generic verbs that could apply to any data system, not comprehensive Dayforce-specific actions.	3 / 5
Completeness	Explicitly answers 'what' ('Manage data, records, and automate workflows') and 'when' ('Use when the user wants to interact with Ceridian Dayforce data'), but the 'when' clause is generic and could be more specific to HR/payroll use cases.	4 / 5
Trigger Term Quality	Includes 'Ceridian Dayforce' as the key trigger term, but misses natural synonyms and common user phrasings like 'payroll', 'HCM', 'pay statement', 'time off', or 'employee records' that a user would actually say.	3 / 5
Distinctiveness Conflict Risk	The product name 'Ceridian Dayforce' carves a clear niche unlikely to trigger for unrelated skills, though the generic 'data' phrasing slightly raises overlap risk with other data-integration skills.	4 / 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/ceridian-dayforce/SKILL.md
Commit: f484c82

Reviewed: 4 days ago

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