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uchat

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

57

Quality

66%

Does it follow best practices?

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SecuritybySnyk

Passed

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

Quality

Content

76%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, executable Membrane CLI commands and a well-structured connection workflow including state-based validation. Its main weakness is the lack of verification guidance for potentially destructive proxy/action operations, and some content that could be split into reference files is inlined.

Suggestions

Add a validation/verification step for proxy requests and destructive action runs (e.g., confirm method, dry-run where possible, check the response status before proceeding).

Consider moving the clientAction state reference and the proxy flag table into a separate reference file to keep SKILL.md a lean overview.

Tighten the intro and editorializing lines (e.g., remove 'so you can focus on the integration logic rather than auth plumbing') to improve token efficiency.

DimensionReasoningScore

Conciseness

The body is mostly lean with concrete commands and brief explanations, though the intro paragraph and a few editorializing lines ("so you can focus on the integration logic rather than auth plumbing") are minor over-explanation that could be trimmed, fitting the score-4 anchor.

4 / 5

Actionability

It provides fully executable, copy-paste-ready commands covering install, login, connection, action search/run, and proxy requests with concrete flags and JSON examples, matching the score-5 anchor of fully executable guidance covering common cases.

5 / 5

Workflow Clarity

The connection flow has explicit state validation and a poll-after-action feedback loop, but the proxy path supports destructive methods (DELETE/PUT/PATCH) with no validation or verification guidance; per the rubric cap for destructive operations without validation, workflow clarity is capped at 3.

3 / 5

Progressive Disclosure

The content is well-organized into clear sections (Overview, Install, Auth, Connecting, Searching, Actions, Best practices) with no nested references, but at ~140 lines all content is inlined in one file with nothing split out, fitting the score-4 anchor of good structure with minor organization gaps.

4 / 5

Total

16

/

20

Passed

Description

57%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 Uchat niche and includes an explicit 'Use when' trigger, satisfying both what and when. It is weakened by generic action verbs and limited trigger-term variety rather than concrete, Uchat-specific capabilities.

Suggestions

Replace generic verbs ('Manage data, records, and automate workflows') with concrete Uchat actions such as sending messages, managing conversations, or handling chatbot flows.

Broaden trigger terms with natural synonyms users would say (e.g., 'live chat', 'chatbot', 'customer conversations', 'website chat') rather than only 'interact with Uchat data'.

Tie the 'Use when' clause to specific user intents like setting up a website chat widget or automating customer support responses.

DimensionReasoningScore

Specificity

Names the domain ("Uchat integration") but the actions "Manage data, records, and automate workflows" are generic rather than concrete Uchat-specific capabilities, matching the score-2 anchor of naming the domain with minimal/generic actions.

2 / 5

Completeness

It states both what ("Manage data, records, and automate workflows") and when ("Use when the user wants to interact with Uchat data"), but the trigger phrasing is generic rather than comprehensive, matching the score-4 anchor of having both what and when with room for more specificity.

4 / 5

Trigger Term Quality

"Use when the user wants to interact with Uchat data" includes the natural proper-noun keyword "Uchat" plus "data", but lacks common variations or synonyms, fitting the score-3 anchor of some relevant keywords missing common variations.

3 / 5

Distinctiveness Conflict Risk

The proper noun "Uchat" gives it a clear, distinct niche with minimal conflict risk, though the surrounding generic language ("manage data, records") leaves minor overlap risk, fitting the score-4 anchor.

4 / 5

Total

13

/

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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