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baremetrics

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

Quality

73%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

75%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 lean, actionable guide with executable Membrane CLI commands and genuinely good state-based validation for connection setup. Main gaps are generic parameter placeholders instead of a worked end-to-end example, no verification after create/update operations, and a dangling 'Step 2' reference with no matching section label.

Suggestions

Add one worked end-to-end example with realistic values, e.g. `membrane action run list-subscriptions --connectionId=conn_abc --json` instead of only generic '<actionId>' and '{"key": "value"}' placeholders.

Add a verification step for data-modifying actions (e.g. after create/update, run the corresponding get action or inspect the output before reporting success).

Fix the 'skip to Step 2' reference by labeling the workflow steps (Step 1: connect, Step 2: search actions, Step 3: run), and consider moving the Popular Actions table and proxy flags table into a reference file to slim the main body.

DimensionReasoningScore

Conciseness

The body is dominated by executable commands and compact tables with only minor over-explanation ("helping founders and finance teams track and optimize their revenue", "so you can focus on the integration logic rather than auth plumbing", "This is the fastest way to get a connection") that could be trimmed. This matches the anchor for efficient content with minor instances of over-explanation, not anchor 3 which requires more substantial unnecessary explanation.

4 / 5

Actionability

Concrete copy-paste-ready CLI commands cover the whole flow (install, login, connection ensure, state polling, action search, action run, proxy requests with a flags table). Not anchor 5 because parameter examples stay generic ('{"key": "value"}') and there is no filled-in end-to-end example with realistic values.

4 / 5

Workflow Clarity

The setup sequence is clear and includes genuine checkpoints: explicit handling of READY, BUILDING, CLIENT_ACTION_REQUIRED, and CONFIGURATION_ERROR states with what to do for each. Not anchor 5 because there are no verification steps after data-modifying actions (create/update customer, charge) and the body references 'Step 2' though no section is labeled as such; not capped at 3 since no destructive or batch workflow is instructed without validation.

4 / 5

Progressive Disclosure

A single-file skill with no bundle, organized into clear sections (install, auth, connection, actions, proxy, best practices). At ~180 lines it exceeds the under-50-line simple-skill exception, and the 20-row action catalog plus proxy flag table arguably belong in reference files, matching the anchor for good structure with minor organization gaps.

4 / 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 a clear niche and an explicit 'Use when' trigger, but its capability statement is generic fluff ('Manage data, records, and automate workflows') with no concrete Baremetrics actions or domain keywords (subscriptions, MRR, churn, metrics). It would benefit from naming the actual operations and natural trigger terms.

Suggestions

Replace the generic 'Manage data, records, and automate workflows' with concrete actions, e.g. 'List and manage Baremetrics customers, subscriptions, plans, and charges; query MRR, churn, and LTV metrics'.

Add natural trigger terms users would say: 'subscription analytics', 'MRR', 'churn', 'revenue metrics', 'SaaS metrics', alongside the existing 'Baremetrics data'.

Keep the explicit 'Use when' clause but make it cover both reads and writes, e.g. 'Use when the user wants to query or modify Baremetrics data (customers, subscriptions, plans, charges, metrics)'.

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the Baremetrics domain but the actions are generic; no concrete operations (list customers, subscriptions, MRR, churn) are stated. This matches the anchor for naming the domain with minimal or generic actions rather than anchor 3, which requires 1-2 concrete actions.

2 / 5

Completeness

Both what ("Baremetrics integration. Manage data, records, and automate workflows") and when ("Use when the user wants to interact with Baremetrics data") are explicitly present. Not anchor 5 because the 'what' clause states generic actions rather than concrete capabilities with specific trigger phrases.

4 / 5

Trigger Term Quality

The only natural keyword is "Baremetrics"; "data", "records", and "workflows" are generic words users would not use to distinguish this skill. Common domain terms users would actually say (subscription analytics, MRR, churn, revenue metrics) are missing, matching the anchor for some relevant keywords but missing variations.

3 / 5

Distinctiveness Conflict Risk

The distinct app name "Baremetrics" with its "Use when" clause creates a clear niche trigger; it is unlikely to fire for any other subscription/analytics skill, matching the minimal-conflict anchor.

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/baremetrics/SKILL.md

Reviewed

Table of Contents

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