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inworld-ai

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

60

Quality

71%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./skills/inworld-ai/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%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 strong, action-oriented guide with executable commands, a clear connection state machine, and validation via polling, weakened only by minor padding and slightly inconsistent step numbering.

DimensionReasoningScore

Conciseness

The body is mostly lean, relying on copy-paste commands, a flag table, and brief bullets, with only minor over-explanation (the 'platform for creating AI characters' intro and the 'focus on the integration logic rather than auth plumbing' aside) that could be trimmed, matching 'efficient; minor instances of over-explanation'.

4 / 5

Actionability

It provides fully executable, copy-paste-ready commands for every common case (install, login, connection ensure/get with --wait, action list/run with JSON input, request proxy) plus a flag table, fitting 'fully executable; copy-paste ready code or commands; specific examples cover the common cases'.

5 / 5

Workflow Clarity

The install → authenticate → connect → poll-for-ready → search → run sequence is clear with explicit validation checkpoints (polling until state changes, branching on READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR and re-polling), but the section labels are slightly inconsistent ('skip to Step 2' with no labeled Step 2, '1b' with no 1a), matching 'clear sequence with most checkpoints present; minor validation gaps'.

4 / 5

Progressive Disclosure

The single-file body is well-organized into clear headed sections with no nested references and easy navigation; no bundle files are provided and none are strictly needed since action discovery is dynamic via the CLI, matching 'good structure; most content is appropriately placed; minor organization gaps'.

4 / 5

Total

17

/

20

Passed

Description

61%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 cleanly identifies a distinct niche (Inworld AI) and includes an explicit use-when clause, but its capability list is generic ('manage data, records, automate workflows') rather than naming the platform's concrete entities and operations.

Suggestions

Replace generic verbs with Inworld-specific concrete actions, e.g. 'Create and configure AI characters, scenes, and workspaces; manage behavior and API keys.'

Expand the trigger clause with the entity terms users actually say: 'Use when the user wants to create or manage Inworld AI characters, scenes, workspaces, or API keys.'

Use third-person imperative voice consistently (e.g. 'Manages Inworld AI data...') to maximize specificity.

DimensionReasoningScore

Specificity

It names the domain ('Inworld AI integration') and lists actions ('Manage data, records, and automate workflows'), but the actions are generic verbs with no Inworld-specific concrete operations like creating characters or designing scenes, matching the 'names the domain but actions are minimal or generic' anchor.

2 / 5

Completeness

Both a 'what' ('Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with Inworld AI data') are present, but the 'when' is somewhat generic so it sits at 'has both what and when; when could be more explicit or specific'.

4 / 5

Trigger Term Quality

The brand keyword 'Inworld AI' is a natural term users would say, but the trigger only references generic 'data' and omits the common entity terms (characters, scenes, workspaces) users would actually mention, fitting 'some relevant keywords but missing common variations or synonyms'.

3 / 5

Distinctiveness Conflict Risk

The 'Inworld AI' brand names a clear, specific niche with a distinct trigger ('interact with Inworld AI data') that is unlikely to fire for unrelated skills, matching 'clear niche with distinct triggers; minimal conflict risk'.

5 / 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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