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flourish

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

62

Quality

74%

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/flourish/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 CLI commands and a sensible connection state-machine workflow, but it carries some unnecessary explanatory prose and a loosely-numbered step reference. Structure is clean though all content is inlined with no separate reference files.

Suggestions

Cut the Flourish market overview paragraph and conversational commentary (e.g. "so you can focus on the integration logic") to tighten token use.

Fix the step labeling: explicitly mark "Step 1: Connect" and "Step 2: Discover/run actions" so the "Skip to Step 2" references resolve.

Consider moving the proxy flag table and best-practices list into a separate reference file and linking to it from the overview.

DimensionReasoningScore

Conciseness

The body is mostly concrete commands, but includes unnecessary prose such as the Flourish market overview ("used by journalists, researchers, and communicators...") and commentary like "so you can focus on the integration logic rather than auth plumbing" that could be trimmed.

3 / 5

Actionability

Provides copy-paste ready CLI commands throughout (login, connection ensure, action list/run, request) plus a complete flag table, covering the common integration cases.

5 / 5

Workflow Clarity

There is a clear install→authenticate→connect→poll→search→run sequence with explicit state-check checkpoints and a re-poll feedback loop for CLIENT_ACTION_REQUIRED, but the "Skip to Step 2" reference is loosely labeled with no matching Step 1/Step 2 headings.

4 / 5

Progressive Disclosure

Content is well organized into clearly headed sections with no nested references, and no bundle files exist; minor gaps are the inlined proxy flag table and best-practices prose that could live in a separate reference.

4 / 5

Total

16

/

20

Passed

Description

73%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 clearly identifies the niche (Flourish) and includes an explicit Use-when trigger, but the capability verbs (manage data, records, automate workflows) are generic and could be more concrete. It is solid but leaves specificity on the table.

Suggestions

Replace generic verbs with concrete Flourish capabilities, e.g. "Create and edit Flourish visualizations, charts, maps, and presentations; manage projects and datasets; automate publishing workflows."

Add natural trigger synonyms and file/extension terms users would say, such as "Flourish charts", "Flourish maps", or "Flourish project".

Tighten the when-clause to name concrete intents, e.g. "Use when the user wants to create or edit Flourish visualizations, charts, maps, or presentations."

DimensionReasoningScore

Specificity

Names the domain ("Flourish integration") and a few actions ("Manage data, records, and automate workflows"), but the actions are generic rather than concrete, so it sits between the domain-only and concrete-actions anchors.

3 / 5

Completeness

Both a "what" (manage data, records, automate workflows) and an explicit "Use when the user wants to interact with Flourish data" trigger are present, though the "what" could be more specific.

4 / 5

Trigger Term Quality

"Flourish" is a strong natural app-name trigger and "interact with Flourish data" is a phrase a user might say, but common synonyms and related terms are missing.

4 / 5

Distinctiveness Conflict Risk

Anchoring every action to the specific app name "Flourish" gives it a clear niche with minimal risk of triggering for the wrong skill.

5 / 5

Total

16

/

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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