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purple-dot

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

64

Quality

76%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/purple-dot/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%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 strong, actionable guide with copy-paste CLI commands, a clear connection workflow, and explicit state-based validation checkpoints. Its main weaknesses are minor redundancy and padding, plus all detail living inline rather than being split into references.

DimensionReasoningScore

Conciseness

The body is mostly efficient with concrete commands and a tight flags table, but includes minor padding ("so you can focus on the integration logic rather than auth plumbing") and a redundant restating of the action-list command in "Popular actions"; not quite lean enough for 5.

4 / 5

Actionability

It provides copy-paste-ready executable commands covering the common cases (install, login, connection ensure, polling, action list/run, proxy) plus a complete options table, fully covering the workflow with concrete invocations.

5 / 5

Workflow Clarity

There is a clear sequenced flow (install → login → connect → poll for state → search → run/proxy) with explicit validation checkpoints (state polling, CLIENT_ACTION_REQUIRED, CONFIGURATION_ERROR handling), but the "skip to Step 2" reference lacks a labeled Step 1/2, a minor gap.

4 / 5

Progressive Disclosure

Content is well-organized into clearly headed sections with no external bundle files to navigate; it is over 50 lines with all detail inline (e.g., the clientAction object structure), so it stops short of the ideal split/reference anchor of 5.

4 / 5

Total

17

/

20

Passed

Description

70%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 well-structured with an explicit "Use when" trigger and a named, distinctive platform, but its capability list ("manage data, records, automate workflows") is generic and could be more concrete. It lands solidly above average across all dimensions.

Suggestions

Replace generic verbs with concrete Purple Dot capabilities (e.g., "create and manage pre-orders, backorders, and made-to-order product listings") to lift specificity.

Add natural trigger variations users might say (e.g., "pre-orders", "backorders", "made-to-order") to broaden trigger-term coverage.

Tighten the "what" so it reads as concrete actions rather than "manage data, records".

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the Purple Dot domain plus a few actions, but the actions ("manage data, records") are generic rather than concrete capabilities; not comprehensive, so it sits at the anchor for domain + 1-2 actions.

3 / 5

Completeness

It has both a "what" ("Manage data, records, and automate workflows") and an explicit "when" ("Use when the user wants to interact with Purple Dot data"), but the what is generic, so it does not reach the fully concrete trigger-phrase anchor of 5.

4 / 5

Trigger Term Quality

"Purple Dot" and "interact with Purple Dot data" give good natural keyword coverage of the product name users would actually say; a few natural variations are missing, placing it just below the comprehensive anchor.

4 / 5

Distinctiveness Conflict Risk

"Purple Dot integration" names a specific platform giving it a clear niche with low conflict risk, but the generic "manage data" framing leaves minor overlap risk versus other data-integration skills.

4 / 5

Total

15

/

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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