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ctoai

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

56

Quality

65%

Does it follow best practices?

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SecuritybySnyk

Passed

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

Quality

Content

68%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 content is a well-structured, actionable guide built around concrete Membrane CLI commands with a clear connection-state feedback loop. Its main weaknesses are inconsistent step numbering and minor padding that slightly reduce workflow clarity and conciseness.

Suggestions

Fix the step numbering: resolve the dangling 'Step 2' reference and the '1b' heading so the install→auth→connect→wait→run sequence is unambiguous.

Trim softening prose such as 'so you can focus on the integration logic rather than auth plumbing' to keep every token load-bearing.

Add a brief validation checkpoint after running actions (e.g. inspect the JSON 'output' field and handle non-zero/error responses) to strengthen the workflow's feedback loop.

DimensionReasoningScore

Conciseness

The body is mostly efficient with executable commands and limited prose, but minor padding like 'so you can focus on the integration logic rather than auth plumbing' keeps it just below a lean 5.

4 / 5

Actionability

It provides concrete, copy-pasteable commands for install, login, connection, action search/run, and proxy requests with a flag table, but placeholders (CONNECTION_ID, <actionId>) leave minor gaps versus fully ready examples.

4 / 5

Workflow Clarity

A rough install→auth→connect→wait→search→run sequence exists with state-based polling checkpoints, but inconsistent numbering ('1b', a dangling 'Step 2' with no Step 1) and implicit transitions introduce clarity gaps.

3 / 5

Progressive Disclosure

The single SKILL.md is well-organized into clear sections with no deep nesting; at ~140 lines with no external references it is appropriately placed, though the bulk could optionally be split, keeping it below 5.

4 / 5

Total

15

/

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 a solid, third-person statement that names a specific platform and includes an explicit 'Use when' trigger, satisfying both what and when. Its weaknesses are generic action verbs and limited trigger-term variety, which keep it just above average rather than exemplary.

Suggestions

Replace generic verbs ('Manage data, records, and automate workflows') with concrete CTO.ai actions such as 'list team members, run workflows, manage secrets and deployments'.

Expand the trigger clause with natural user phrasings, e.g. 'Use when the user wants to interact with CTO.ai data, run CTO.ai workflows, or manage teams, secrets, or deployments'.

Add synonyms/platform spellings (e.g. 'CTO.ai', 'CTOai') to improve keyword coverage and reduce missed triggers.

DimensionReasoningScore

Specificity

Names the CTO.ai domain and a few actions ('Manage data, records, and automate workflows'), but the actions are generic rather than concrete and specific like 'Extract text', 'fill forms'; coverage is not comprehensive.

3 / 5

Completeness

Both 'what' (manage data, records, automate workflows) and 'when' ('Use when the user wants to interact with CTO.ai data') are present explicitly, but the trigger clause is a single generic phrase rather than concrete multiple triggers, so not a 5.

4 / 5

Trigger Term Quality

'CTO.ai', 'data', 'records', 'workflows' are relevant, but it misses common user phrasings and synonyms beyond the single platform name, fitting the 'some relevant keywords, missing variations' anchor.

3 / 5

Distinctiveness Conflict Risk

Naming a specific platform (CTO.ai) with a dedicated trigger creates a clear niche, but the generic action verbs ('manage data, records, automate workflows') carry minor overlap risk with other integration skills.

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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