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airmeet

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

Quality

69%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/airmeet/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 delivers strong, executable CLI guidance with an unusually explicit connection-state workflow, including feedback loops for re-authentication and polling. Its weaknesses are editorial: a duplicated action-discovery section that promises popular actions but shows none, dangling 'Step 2' cross-references, and light filler in the overview sections.

Suggestions

Either populate the 'Popular actions' section with 3–5 concrete Airmeet action ids and example intents, or remove the section and merge its discovery command into 'Searching for actions' to eliminate duplication.

Label the 'Searching for actions' section as 'Step 2' (or drop the 'skip to Step 2' references) so the two cross-references in the connection flow resolve to a real target.

Trim the generic 'Airmeet is a platform...' intro and either give the 'Airmeet Overview' entity list a purpose (e.g., which actions exist per entity) or cut it.

DimensionReasoningScore

Conciseness

The body is mostly command-first and efficient, but includes unnecessary padding: the generic one-liner 'Airmeet is a platform for hosting virtual events and meetings. It's used by businesses and organizations...', the thin entity bullet list under 'Airmeet Overview', and a 'Popular actions' section that repeats the action-discovery command already shown under 'Searching for actions' — anchor 3 ('mostly efficient but includes some unnecessary explanation'). It is above anchor 2 because padding is limited rather than extensive, and below anchor 4 because the duplication and filler are real trim targets.

3 / 5

Actionability

Concrete, copy-paste-ready commands throughout — 'npm install -g @membranehq/cli@latest', 'membrane connection ensure "https://www.airmeet.com/" --json', 'membrane action run <actionId> --connectionId=CONNECTION_ID --input ...', plus a complete proxy flags table — fitting anchor 4 ('mostly executable guidance with minor gaps'). It falls short of anchor 5 because no concrete action id or real --intent query example is shown, and the 'Popular actions' section lists no actual actions.

4 / 5

Workflow Clarity

The install → login → connection ensure → poll-until-ready → search → run → proxy sequence is clear, with explicit state handling ('READY', 'CLIENT_ACTION_REQUIRED' with poll-again instructions, 'CONFIGURATION_ERROR' with error field) forming a real feedback loop — anchor 4. It is below anchor 5 because the text twice says 'skip to **Step 2**' while no step 2 is labeled in the document, a broken cross-reference that muddies the sequence; no destructive or batch operations apply, so no cap is triggered.

4 / 5

Progressive Disclosure

No bundle files exist, and the ~140-line body is organized into clear, well-leveled sections with all content reasonably inline at this size — anchor 4 ('good structure; most content is appropriately placed; minor organization gaps'). It is below anchor 5 due to the redundant 'Popular actions' section and the 'Airmeet Overview' hierarchy that adds structure without usable navigation, and above anchor 3 because nothing that belongs in a separate file is inlined and the sections are clearly signaled.

4 / 5

Total

15

/

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 correctly names a distinct product and includes an explicit 'Use when' clause, but its capability statement is generic boilerplate. Replacing "Manage data, records, and automate workflows" with concrete Airmeet actions and event/webinar terminology would lift specificity, trigger quality, and completeness simultaneously.

Suggestions

Replace the generic phrase 'Manage data, records, and automate workflows' with concrete Airmeet actions such as 'Create and manage events, list sessions and attendees, and send event chat messages' to improve specificity.

Add natural trigger terms users would actually say — e.g., 'Use when the user mentions Airmeet, virtual events, webinars, event sessions, or attendee records' — to broaden keyword coverage.

Tie the 'when' clause to concrete Airmeet objects (events, sessions, attendees) rather than the abstract phrase 'interact with Airmeet data'.

DimensionReasoningScore

Specificity

The description names the domain ("Airmeet integration") but its actions — "Manage data, records, and automate workflows" — are generic with no concrete verbs (e.g., create events, list sessions, fetch attendees), matching the anchor 'names the domain but actions are minimal or generic'. It is below anchor 3 because no specific concrete action is listed, and above anchor 1 because the domain is at least explicitly named.

2 / 5

Completeness

Both halves are present: what ("Manage data, records, and automate workflows") and an explicit when ("Use when the user wants to interact with Airmeet data"), matching anchor 4. It is above anchor 3 because the 'Use when' trigger is explicit rather than weakly implied, but below anchor 5 because neither the what nor the when uses concrete trigger phrases like events, webinars, or sessions.

4 / 5

Trigger Term Quality

"Airmeet" is a natural keyword users would say, but the description misses common variations and synonyms such as "events", "webinars", "sessions", "meetups", or "attendees" — fitting anchor 3 ('some relevant keywords but missing common variations or synonyms'). It falls short of anchor 4 because coverage beyond the product name is thin.

3 / 5

Distinctiveness Conflict Risk

Naming the distinct product "Airmeet" with an Airmeet-specific trigger ("interact with Airmeet data") gives a clear niche with minimal conflict risk, but the boilerplate "Manage data, records, and automate workflows" is interchangeable with any generic integration skill, leaving minor overlap risk — anchor 4 rather than 5.

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.

Validation — 15 / 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

Path

skills/airmeet/SKILL.md

Reviewed

Table of Contents

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