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mapulus

Mapulus integration. Manage Organizations. Use when the user wants to interact with Mapulus data.

59

Quality

68%

Does it follow best practices?

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SecuritybySnyk

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

Quality

Content

75%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 concrete, copy-paste CLI commands and a well-sequenced connection workflow that includes state-based validation checkpoints. Its main weaknesses are mild conceptual over-explanation, a redundant "Popular actions" section, and slightly broken step references ("Skip to Step 2").

Suggestions

Trim the conceptual intro paragraph ("Think of it as a platform for creating interactive maps and performing spatial analysis") and the chatty Membrane commentary to assume Claude's competence and lift conciseness.

Merge the "Popular actions" section into "Searching for actions" to remove the duplicated `action list` guidance, or differentiate them clearly with a concrete catalog of named actions.

Fix the workflow labeling so "Skip to Step 2" resolves to an explicitly numbered Step 2 section, and label 1a/1b consistently to make the connection sequence fully unambiguous.

DimensionReasoningScore

Conciseness

Mostly efficient with concrete commands, but includes unnecessary explanation ("Think of it as a platform for creating interactive maps...") and redundancy between the "Searching for actions" and "Popular actions" sections, fitting "mostly efficient but includes some unnecessary explanation"; not a 4 because the conceptual intro and duplicated action-listing guidance are clearly trimmable.

3 / 5

Actionability

Provides copy-paste-ready commands for every common case (install, login, connection ensure/get, action list, action run, request proxy) plus a flag table, matching "fully executable; copy-paste ready commands covering common cases"; placeholders like CONNECTION_ID are appropriate and do not reduce executability.

5 / 5

Workflow Clarity

The connection setup has a clear sequence with validation checkpoints (polling state, branching on READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR, re-poll after user action), fitting "clear sequence with most checkpoints present"; not a 5 because "Skip to Step 2" references a Step 2 that is not clearly labeled and step numbering is incomplete.

4 / 5

Progressive Disclosure

Content is well-organized into clearly signaled sections (Overview, Working with Mapulus, Authentication, Connecting, Searching, Popular actions, Proxy, Best practices) with no nested references; fitting "good structure; most content appropriately placed; minor organization gaps"; not a 5 because the file is ~140 lines (above the simple-skill threshold) with some inlined redundancy rather than a lean overview.

4 / 5

Total

16

/

20

Passed

Description

62%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 pairs a what with an explicit use-when trigger and leverages a distinctive product name, but the capability list is thin (only "Manage Organizations") and the keyword coverage lacks synonyms. It is solid but not comprehensive.

Suggestions

Expand the "what" beyond "Manage Organizations" to enumerate the concrete capabilities the skill exposes (e.g., create/manage maps, layers, features, styles) so specificity and completeness reach the top anchor.

Add natural trigger synonyms and entity terms users would say (e.g., "maps", "spatial data", "layers", "locations") to improve trigger-term quality and distinctiveness.

Keep the third-person "Use when the user wants to interact with Mapulus data" form but make the "when" clause list the concrete data types or tasks to sharpen the trigger.

DimensionReasoningScore

Specificity

Names the domain ("Mapulus integration") and one concrete action ("Manage Organizations"), matching the anchor for 1-2 concrete actions without comprehensive coverage; it is not a 2 because "Manage Organizations" is a specific action rather than purely generic, and not a 4 because no further actions are listed.

3 / 5

Completeness

Provides both a "what" ("Mapulus integration. Manage Organizations.") and an explicit "when" ("Use when the user wants to interact with Mapulus data"), matching the anchor where both are present but the "what" could be more specific; not a 5 because the "what" is vague and lists only one action.

4 / 5

Trigger Term Quality

Includes relevant keywords ("Mapulus", "Organizations", "Mapulus data") but lacks synonyms or common variations users might say, fitting the "some relevant keywords but missing variations" anchor; it is above 2 because Mapulus is a natural product term, but below 4 due to thin keyword coverage.

3 / 5

Distinctiveness Conflict Risk

The product-specific "Mapulus" trigger gives it a clear niche with minimal conflict risk, but "Manage Organizations" is a generic action that could overlap with other org-management skills, fitting "mostly distinct; minor overlap risk"; not a 5 because of that generic action phrasing.

4 / 5

Total

14

/

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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