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pulumi

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

55

Quality

62%

Does it follow best practices?

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SecuritybySnyk

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

Quality

Content

67%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 delivers executable Membrane/Pulumi commands with a solid connection workflow and validation feedback loop, scoring well on actionability and workflow clarity. Its main weakness is conciseness: it over-explains Pulumi basics and includes filler, and its step numbering is inconsistent.

Suggestions

Remove or drastically shorten the opening paragraph explaining what Pulumi is and who uses it — Claude already knows this and it competes with the context window.

Fix the workflow numbering: either label the sections Step 1 / Step 2 consistently or remove the dangling "skip to Step 2" reference and the orphaned "1b" heading.

Trim the filler "Pulumi Overview" bullet stub ("Use action names and parameters as needed") and consolidate the repeated action-list command in "Popular actions" with the earlier "Searching for actions" section.

DimensionReasoningScore

Conciseness

The opening paragraph explains what Pulumi is and who uses it (concept Claude already knows), and the "Pulumi Overview" section is filler ("Use action names and parameters as needed"), so while mostly efficient it includes unnecessary explanation that could be trimmed.

3 / 5

Actionability

It provides concrete, executable commands throughout (npm install, membrane login, connection ensure, action list/run, request with a flags table), but the "Popular actions" section is thin/repetitive and there is minor npx-vs-membrane inconsistency, leaving small gaps.

4 / 5

Workflow Clarity

The connect-then-poll-then-run workflow has explicit validation checkpoints and a feedback loop (poll until not BUILDING, handle READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR, re-poll after user action), but step numbering is broken (a "Step 2" reference with no labeled Step 2, and "1b" with no "1a"), a minor clarity gap.

4 / 5

Progressive Disclosure

Content is well-organized into clearly headed sections in a single file with no nested or buried references and no problematic 2+ level deep reference chains, though some content (proxy flags, best practices) is inlined where a split could help.

4 / 5

Total

15

/

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 includes an explicit 'Use when' trigger and names the target product, but its capability list is generic and slightly misleading ("data, records") rather than reflecting Pulumi's actual infrastructure-as-code actions. Trigger coverage relies almost entirely on the brand name and omits the natural vocabulary users employ.

Suggestions

Replace generic actions with concrete Pulumi capabilities, e.g. "Deploy and preview infrastructure stacks, manage resources across cloud providers, and automate provisioning workflows."

Broaden trigger terms to the natural vocabulary users say, e.g. "Use when the user wants to deploy or manage cloud infrastructure, work with Pulumi stacks, or provision resources with Pulumi."

Drop the vague "data, records" phrasing, which risks confusing this skill with data/database skills and weakens distinctiveness.

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the Pulumi domain but the actions are generic abstractions rather than concrete Pulumi capabilities (e.g. deploy stacks, manage resources, preview changes), matching the 'names domain but actions minimal or generic' anchor.

2 / 5

Completeness

It states a 'what' ("Manage data, records, and automate workflows") and an explicit 'when' ("Use when the user wants to interact with Pulumi data"), but the 'when' could be more specific, matching the 'has both what and when; when could be more explicit' anchor.

4 / 5

Trigger Term Quality

The trigger "Use when the user wants to interact with Pulumi data" includes the natural brand term "Pulumi" but misses common variations users would say (infrastructure, stacks, deploy, IaC, cloud resources), fitting 'some relevant keywords but missing common variations'.

3 / 5

Distinctiveness Conflict Risk

The named product "Pulumi" gives a clear, distinct niche with minimal conflict risk, though the generic "data, records" framing introduces minor overlap with data-oriented skills rather than a perfectly clean niche.

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.

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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