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bot9

Bot9 integration. Manage data, records, and automate workflows. Use when the user wants to interact with Bot9 data.

57

Quality

66%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/bot9/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 is a well-structured, actionable guide with concrete CLI commands and a clear connection-readiness workflow including error-state handling. It could be tightened by trimming background explanation and adding a worked action example with validation.

Suggestions

Trim the introductory paragraph explaining what Bot9 is and the conversational filler about auth plumbing; assume Claude can infer product context from the commands.

Add one fully worked example for a popular action (e.g. send-chat-message with a real --input payload) to bridge the gap from generic patterns to copy-paste usage.

Add a brief verification step after running actions or proxy requests (e.g. checking the output field or response status) to strengthen the workflow's feedback loop.

DimensionReasoningScore

Conciseness

Mostly efficient with concrete commands, but the opening paragraph explaining what Bot9 is and phrases like 'so you can focus on the integration logic rather than auth plumbing' and 'This will burn less tokens' add unnecessary padding.

3 / 5

Actionability

Provides copy-paste ready commands for install, login, connection, action search/run, and proxy requests, with only a minor gap in lacking a fully worked end-to-end example with real parameters for a popular action.

4 / 5

Workflow Clarity

The install→login→connect→search→run sequence is clear and includes a polling feedback loop with state handling (READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR), though validation after running actions is absent.

4 / 5

Progressive Disclosure

Well-organized into clear sections with easy navigation and no unnecessary external references, though it is a single ~140-line file with inline reference tables rather than a lean overview pointing to deeper materials.

4 / 5

Total

15

/

20

Passed

Description

66%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 answers what and when with a distinct Bot9 niche, but its action list is generic and trigger-term coverage is narrow. It reads well as a trigger but undersells the concrete chatbot capabilities.

Suggestions

Replace generic actions ('Manage data, records, and automate workflows') with concrete Bot9 capabilities such as 'send chat messages, initiate chatbot conversations, and retrieve account info'.

Expand trigger terms to include natural user phrasings like 'chatbots', 'Bot9 conversations', or 'customer service automation' for broader keyword coverage.

Tighten the 'when' clause to name the specific interactions (e.g. 'Use when the user wants to send messages to or retrieve data from Bot9 chatbots').

DimensionReasoningScore

Specificity

Names the Bot9 domain plus three actions ('Manage data, records, and automate workflows'), but the actions are generic rather than concrete capabilities like sending chat messages or initiating conversations.

3 / 5

Completeness

Both 'what' (Bot9 integration, manage data/records/workflows) and 'when' (explicit 'Use when...' clause) are present; the 'when' is explicit but the 'what' is somewhat generic, keeping it below a 5.

4 / 5

Trigger Term Quality

The trigger 'Use when the user wants to interact with Bot9 data' is a natural phrase, but keyword coverage is limited to Bot9/data/records/workflows with no synonyms or common variations.

3 / 5

Distinctiveness Conflict Risk

The Bot9 brand name and 'interact with Bot9 data' trigger carve a clear niche with minimal overlap risk against other skills.

5 / 5

Total

15

/

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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