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fiorano-software

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

61

Quality

72%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./skills/fiorano-software/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 highly actionable with executable commands and a clear, checkpointed connection workflow. Minor verbosity and slightly inconsistent step numbering are the only gaps from top marks.

DimensionReasoningScore

Conciseness

The body is mostly efficient with copy-paste commands and minimal preamble, but a few lines pad concepts Claude already knows (e.g. "Think of it as a central nervous system" and "so you can focus on the integration logic rather than auth plumbing"), keeping it just below the lean 5 anchor.

4 / 5

Actionability

It provides fully executable, copy-paste-ready bash commands for every stage (install, login, connection ensure, polling, action list/run, proxy requests) with the exact flags and a flag-reference table, covering the common cases completely.

5 / 5

Workflow Clarity

The install → login → connect → poll-for-ready → search → run sequence is clear with explicit state checkpoints (READY, BUILDING, CLIENT_ACTION_REQUIRED) and a re-poll feedback loop, but the step labeling is inconsistent (it references "Step 2" and "1b" without a numbered Step 1), a minor gap below 5.

4 / 5

Progressive Disclosure

As a single self-contained SKILL.md with no bundle files, it is well-organized into clearly headed sections that read as an overview-plus-guide; there are no external references to misplace, so structure is good but it does not demonstrate the multi-file one-level-deep reference pattern of the 5 anchor.

4 / 5

Total

17

/

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 answers both what and when with an explicit trigger, anchored by a clearly named product. Its main weakness is generic action verbs and a single keyword with no synonyms, which limits specificity and trigger coverage.

Suggestions

Replace generic verbs with concrete actions, e.g. "Create and monitor FioranoMQ topics/queues, deploy microservices, and manage API endpoints" to lift specificity toward 4-5.

Add natural trigger variations a user might say, such as "FioranoMQ", "Fiorano event processes", or "enterprise integration workflows", to broaden trigger-term coverage.

Tighten the 'when' clause with concrete triggers, e.g. "Use when the user mentions FioranoMQ, Fiorano microservices, or enterprise integration workflows."

DimensionReasoningScore

Specificity

Names the domain ("Fiorano Software integration") and two actions ("Manage data, records, and automate workflows"), but the actions are generic rather than concrete like 'extract' or 'fill', so it sits at the 1-2 concrete-actions anchor and not the comprehensive 4-5 band.

3 / 5

Completeness

It states both a clear 'what' (integration, manage data/records, automate workflows) and an explicit 'when' ("Use when the user wants to interact with Fiorano Software data"), but the trigger is generic and could be more specific, so it does not reach the concrete-trigger-phrases level of 5.

4 / 5

Trigger Term Quality

The only natural keyword is the product name "Fiorano Software" (repeated as "Fiorano Software data"), with no synonyms or common variations a user might say, matching the 'some relevant keywords but missing variations' anchor rather than the broader 4 coverage.

3 / 5

Distinctiveness Conflict Risk

The named product "Fiorano Software" gives it a distinct niche with minimal conflict risk, though the generic action phrasing ("manage data, automate workflows") leaves minor overlap with other integration skills, keeping it just below 5.

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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