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argyle

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

Quality

68%

Does it follow best practices?

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SecuritybySnyk

Passed

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

Quality

Content

65%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 command-dense and largely executable, with a sensible install→auth→connect→discover→run workflow and real error-state handling. Its main defects are dangling references to a nonexistent 'Step 2', duplicated discovery instructions, an information-free overview list, and no offloading of detailed reference material into bundle files.

Suggestions

Fix the dangling 'skip to **Step 2**' references by numbering the actual steps (e.g., 1. Connect, 2. Search/run actions) or removing the step labels.

Remove the duplication between 'Searching for actions' and 'Popular actions' (same discovery command twice), and either populate 'Popular actions' with concrete example actions or delete the empty 'Argyle Overview' bullet list.

Move detailed reference material — the proxy flag table and the clientAction state documentation — into a references/ file, keeping SKILL.md a lean overview with clearly signaled links, and standardize on one CLI invocation form ('membrane' vs 'npx @membranehq/cli').

DimensionReasoningScore

Conciseness

The body is dominated by copy-paste commands with minimal prose, but there is minor trimmable content: the 'Argyle Overview' nested bullet list conveys no actionable information, and the action-discovery command is duplicated across 'Searching for actions' and 'Popular actions'. This matches 'Efficient; minor instances of over-explanation that could be trimmed' — the padding is minor, so not 3, but it exists, so not 5.

4 / 5

Actionability

Concrete executable commands throughout — install, login, 'membrane connection ensure "https://argyle.com/" --json', 'action run ... --input ... --json', plus a proxy flag table. Minor gaps keep it from 5: no example of a real action or intent, inconsistent CLI invocation ('membrane' vs 'npx @membranehq/cli'), and 'Popular actions' shows only a discovery command rather than any actual actions.

4 / 5

Workflow Clarity

The flow (install → login → connection ensure → poll for READY → search → run → proxy fallback) is present and connection-state handling (CLIENT_ACTION_REQUIRED, CONFIGURATION_ERROR → check the error field, re-poll) acts as a feedback loop. However, the body references '**Step 2**' twice while no Step 1, 1a, or 2 exists anywhere — dangling step references break the numbered sequence, matching 'sequence present but checkpoints missing or implicit' rather than anchor 4's coherent step sequence.

3 / 5

Progressive Disclosure

A single ~140-line file with no bundle files and no internal references; sections are well-ordered but reference material that plausibly belongs in a separate file (the proxy flag table, the detailed clientAction state-machine documentation) is inlined. This matches 'Some structure but could be better organized' — not 2, since content is sectioned and navigable rather than buried; the under-50-line simple-skill exception for a 5 does not apply.

3 / 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 an explicit 'Use when' trigger and a distinctive product name, but its capability statement is generic buzzword-level language that doesn't tell the reader what can concretely be done with Argyle (e.g., payroll/employment/income data operations). Trigger terms miss the natural domain vocabulary users would actually say.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete capabilities, e.g., 'Fetch pay stubs, verify employment and income, and retrieve payroll records from Argyle'.

Expand trigger terms to include natural domain phrasing such as 'payroll data', 'employment verification', 'income verification', or 'pay stubs', not just 'Argyle data'.

State the integration mechanism briefly (e.g., 'via the Membrane CLI') so the 'what' is specific rather than generic.

DimensionReasoningScore

Specificity

The description names the domain ("Argyle integration. Manage data, records...") but the actions are generic buzzwords — "manage" and "automate workflows" name no concrete capability. It matches the anchor 'Names the domain but actions are minimal or generic', not 3, because no concrete action is actually listed.

2 / 5

Completeness

Both halves are present: a (weak) what — "Manage data, records, and automate workflows" — and an explicit trigger — "Use when the user wants to interact with Argyle data". This sits between anchor 3 (when missing) and anchor 4 (both present, when could be more specific); the explicit 'Use when' clause places it noticeably above the midpoint, though the vague 'what' keeps it from 5.

4 / 5

Trigger Term Quality

"Argyle", "data", and "records" are relevant keywords, but natural user phrasings of the domain (payroll, employment verification, income) and any synonyms are absent, matching 'Some relevant keywords but missing common variations or synonyms'. It falls short of 4 because common variations users would say are entirely missing.

3 / 5

Distinctiveness Conflict Risk

"Argyle" is a clear niche product trigger with minimal wrong-skill conflict, but the generic action language ("Manage data, records, and automate workflows") could overlap with other data-integration skills, matching 'Mostly distinct; minor overlap risk with closely related skills' rather than the fully distinct anchor 5.

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/argyle/SKILL.md

Reviewed

Table of Contents

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