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callingly

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

Quality

75%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

78%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.

A highly actionable, well-sequenced CLI integration guide whose commands are executable end to end, held back by a dangling 'Step 2' reference, no validation for destructive actions, and an inline bulk action catalog that should be offloaded to a reference file. It scores solidly above the midpoint.

Suggestions

Fix the dangling 'skip to **Step 2**' references by labeling the actual target sections (e.g. '### Searching for actions') or removing the step numbering entirely.

Move the Popular actions table and proxy flags table into a references/ file (e.g. ACTIONS.md) and link to it from a short 'Popular actions' pointer in SKILL.md.

Add a brief verification step for destructive/batch actions (e.g. confirm the lead ID with get-lead before delete-lead, or check the response output for confirmation) to strengthen the workflow's feedback loop.

DimensionReasoningScore

Conciseness

The body is mostly tight, concrete CLI commands and tables, with only minor over-explanation and marketing tone ('so you can focus on the integration logic rather than auth plumbing', 'This will burn less tokens') and a filler line ('Use action names and parameters as needed').

4 / 5

Actionability

Every section gives copy-paste-ready commands: install, login (including headless completion), 'membrane connection ensure ... --json', '--wait' polling, 'membrane action list --intent', 'action run --input', and a proxy flags table — fully executable with concrete examples covering common cases.

5 / 5

Workflow Clarity

The install → login → connect → poll → search → run sequence is clear with an explicit state-based polling feedback loop (READY/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR), but 'skip to **Step 2**' references a step label that doesn't exist, and destructive actions (delete-lead, delete-webhook) have no verification guidance.

4 / 5

Progressive Disclosure

Headers and structure are clear, but the ~160-line body inlines a 20-row action catalog and a proxy flag table that belong in separate reference files, and there are no bundle files or references at all — content that should be split out is inline.

3 / 5

Total

16

/

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 has an explicit 'Use when' clause and a distinctive product-name trigger, but its capability statement is generic ('Manage data, records, and automate workflows') and omits the concrete actions and task-level keywords (calls, leads, SMS, webhooks) that would help triggering. It sits just above the midpoint of the scale.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete actions from the skill, e.g. 'Create outbound calls, manage leads, send SMS messages, and configure webhooks and teams in Callingly'.

Expand the trigger clause to cover natural user phrasing: 'Use when the user mentions Callingly, wants to make or manage outbound calls, follow up on leads, or send SMS from their sales pipeline'.

Mention the natural synonyms of the domain (sales engagement, outbound calling, lead follow-up) so the description triggers on task-level language, not just the product name.

DimensionReasoningScore

Specificity

The description names the domain ('Callingly integration') but the actions are generic — 'Manage data, records, and automate workflows' — with no concrete capabilities like sending SMS, creating calls, or managing leads/webhooks that the skill actually supports.

2 / 5

Completeness

Both 'what' ('Manage data, records, and automate workflows') and 'when' ('Use when the user wants to interact with Callingly data') are present, but the what is vague and the when covers only a single narrow trigger.

4 / 5

Trigger Term Quality

'Callingly' is a genuine, non-generic trigger keyword, but the description misses the natural task-level phrases users would say (calls, leads, texts/SMS, webhooks, sales follow-up) and any synonyms or variations.

3 / 5

Distinctiveness Conflict Risk

'Callingly' is a distinct product name unlikely to appear in connection with other skills, giving it a clear niche with 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.

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/callingly/SKILL.md

Reviewed

Table of Contents

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