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crowdbotics

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

54

Quality

61%

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/crowdbotics/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

61%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 strong, executable CLI guidance with a reasonable connection workflow, but it carries some unnecessary explanatory padding and has a broken step reference that muddies the sequence. Tightening the prose and fixing the numbering would raise the score.

Suggestions

Fix the workflow numbering: label the post-connection step 'Step 2' (or remove the 'skip to Step 2' reference) and add a matching '1a' before '1b'.

Trim the introductory paragraph about what Crowdbotics is and the 'focus on integration logic rather than auth plumbing' commentary to reduce token overhead.

Add an explicit validation checkpoint before running actions (e.g. confirm connection state is READY) to strengthen the workflow's feedback loop.

DimensionReasoningScore

Conciseness

The opening paragraph explains what Crowdbotics is and lines like 'so you can focus on the integration logic rather than auth plumbing' pad beyond what Claude needs; the command-focused sections are efficient, placing it mostly efficient with some unnecessary explanation.

3 / 5

Actionability

It provides concrete, executable commands (npm install, membrane login, connection ensure, action run) with flags and a proxy options table; minor gaps remain in placeholder values like CONNECTION_ID and <actionId>.

4 / 5

Workflow Clarity

The connect-and-poll sequence has state-based checkpoints and a feedback loop, but the 'skip to Step 2' reference is dangling (no Step 2 is labeled) and a '1b' appears without a '1a', leaving the sequence with gaps.

3 / 5

Progressive Disclosure

Content is well-organized under clear section headers in a single self-contained file with no bundle files; no external references are needed, giving good structure with only minor organization gaps.

4 / 5

Total

14

/

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 is clear and complete with an explicit Use-when trigger and a distinct niche, but its actions are generic and it offers limited keyword coverage. Strengthening concrete actions and adding natural synonyms would lift it.

Suggestions

Replace generic verbs ("Manage data, records") with concrete Crowdbotics actions such as 'create Apps, deploy Builds, manage Components and Screens'.

Add natural trigger synonyms beyond 'interact with Crowdbotics data', e.g. 'when the user mentions Crowdbotics apps, deployments, or workflows'.

Tighten the 'when' clause with concrete triggers (app building, deployment, subscription/workspace management) to reach full completeness.

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the Crowdbotics domain plus three actions, but those actions are generic rather than concrete, matching the 'names domain and 1-2 concrete actions, not comprehensive' anchor.

3 / 5

Completeness

It states both what ("Crowdbotics integration. Manage data, records, and automate workflows") and when ("Use when the user wants to interact with Crowdbotics data"), with an explicit Use-when clause, but the trigger could be more specific.

4 / 5

Trigger Term Quality

"interact with Crowdbotics data" provides the single relevant keyword Crowdbotics with one natural phrase, but misses common variations or synonyms, fitting the 'some relevant keywords but missing common variations' anchor.

3 / 5

Distinctiveness Conflict Risk

"Crowdbotics integration" names a distinct platform niche with minimal overlap risk; not a 5 only because the trigger relies on a single term with no synonyms.

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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