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mailchimp-automation

Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.

Quality

78%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/mailchimp-automation/SKILL.md

The canonical home for this skill is mailchimp-automation in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

77%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 reference for Mailchimp MCP operations with genuine validation checkpoints before destructive operations. It loses points for duplicated pitfall content across sections, a filler closing section, and a large inline reference table that belongs in a separate file.

Suggestions

Consolidate repeated pitfalls (subscriber_hash casing, avg_open_rate fractions, double-underscore notation) into the single 'Known Pitfalls' section and remove the duplicates from each workflow.

Delete the 'When to Use' section — 'This skill is applicable to execute the workflow or actions described in the overview' adds no information.

Move the Quick Reference table and per-tool parameter details into a references/ file (e.g., references/tool_reference.md) and link to it from SKILL.md.

DimensionReasoningScore

Conciseness

The body is dense with Mailchimp-specific knowledge Claude cannot be assumed to know (tool slugs, double-underscore params, MD5 subscriber_hash), but the same pitfalls are repeated across sections: subscriber_hash casing appears in three places, avg_open_rate 0-1 fractions and double-underscore notation each appear twice, and the closing 'When to Use' section ('This skill is applicable to execute the workflow or actions described in the overview') is pure filler.

3 / 5

Actionability

Every workflow gives a numbered, named tool sequence with required/optional markers, per-tool key parameters, a copy-paste-ready MD5 hash snippet, and a 24-row quick reference table covering the common cases — about as executable as an MCP tool skill can be.

5 / 5

Workflow Clarity

Sequences include explicit validation checkpoints: confirm RUBE_SEARCH_TOOLS responds and connection is ACTIVE before any workflow, 'always send a test email first and get explicit user approval' before the irreversible send, and iterate count/offset until collected records match total_items. The destructive/batch cap does not apply since validation steps are present.

5 / 5

Progressive Disclosure

The 24-row quick reference table and detailed per-tool parameter listings are ~200 lines of inline API reference that would fit better in a separate reference file, matching the anchor for content that should be separate but is inline; section organization itself is good, but there are no bundle files to offload the bulk.

3 / 5

Total

16

/

20

Passed

Description

70%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.

A solid, concrete description that names the platform and its capability areas with good natural trigger keywords. Its main weakness is the absence of any explicit 'when to use this skill' trigger clause, which caps completeness at 3.

Suggestions

Add an explicit trigger clause such as 'Use when the user mentions Mailchimp, email campaigns, newsletters, or mailing lists.'

Include natural synonyms like 'newsletter' and 'mailing list' among the trigger terms to broaden keyword coverage.

Use distinct action verbs per capability area (e.g., 'create and send campaigns, add and update subscribers, pull analytics') instead of the single generic verb 'Automate'.

DimensionReasoningScore

Specificity

"Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics" enumerates several concrete capability areas with near-comprehensive domain coverage. It stays below a 5 because there is a single generic verb ('Automate') rather than multiple distinct concrete actions (create campaigns, add subscribers, fetch reports).

4 / 5

Completeness

The 'what' is clear (automating Mailchimp campaigns, audiences, subscribers, segments, analytics), but there is no 'Use when...' clause or equivalent trigger guidance — 'Always search tools first for current schemas' is procedural, not a usage trigger, so completeness is capped at 3 per the rubric guideline.

3 / 5

Trigger Term Quality

Strong natural terms users would say: 'campaigns', 'audiences', 'subscribers', 'segments', 'analytics', 'email marketing', 'Mailchimp'. Not a 5 because common synonyms like 'newsletter' and 'mailing list' are absent.

4 / 5

Distinctiveness Conflict Risk

'Mailchimp' names a specific platform with distinct triggers; email marketing via a named vendor is a clear niche with minimal overlap risk against generic skills.

5 / 5

Total

16

/

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

administrakt0r/AI-Agents-Safe-Coding-Skills

Path

plugins/AI-Agents-Safe-Coding-Skills-claude/skills/mailchimp-automation/SKILL.md

Reviewed

Table of Contents

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