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revops

When the user wants to design revenue operations, or asks when a lead is ready for sales or why sales and marketing disagree on lead quality: lifecycle stages, MQL and SQL, scoring, routing, handoff, pipeline stages, CRM automation. For outbound copy, see cold-email. For email flows, see emails.

Quality

89%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

86%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 content is a well-structured, highly actionable RevOps reference that pushes detail into five real, clearly signaled reference files and leads with concrete numbers, thresholds, and templates. Its main gaps are mild duplication between the two question-gathering sections and an end-to-end workflow that is implied by section ordering rather than explicitly sequenced.

DimensionReasoningScore

Conciseness

Largely efficient, table-driven content packed with domain specifics Claude would not know (SLA timings, discount approval tiers, benchmark ratios), but the 'Task-Specific Questions' section substantially duplicates 'Before Starting' and the MQL fit/engagement explanation briefly over-teaches a concept Claude already knows — minor over-explanation matching anchor 4 rather than anchor 5's every-token-earns-its-place.

4 / 5

Actionability

As an instruction-only skill it is fully actionable: concrete numbers ('Rep contacts within 4 hours... qualifies or rejects within 48 hours', 'MQL threshold (typically 50-80 points)'), metric formulas, a discount-based approval matrix, a scoring-build procedure, and a five-deliverable Output Format spec — specific guidance covering the common cases, matching anchor 5.

5 / 5

Workflow Clarity

Numbered context-gathering steps and a scoring-model build with explicit validation checkpoints ('test a later, fully observed holdout', 'Pilot with monitoring and rollback') earn anchor 4, but the overall flow from context gathering to the five deliverables is implied by section order rather than stated as an explicit end-to-end sequence, short of anchor 5's explicit feedback loops throughout.

4 / 5

Progressive Disclosure

The body is a clear overview with well-signaled, one-level-deep references — all five bundle files (lifecycle-definitions.md, scoring-models.md, inbound-routing.md, routing-rules.md, automation-playbooks.md) exist, are each linked once with purpose statements like 'For complete lifecycle stage templates and SLA examples: See references/lifecycle-definitions.md', and detail is appropriately split out, matching anchor 5.

5 / 5

Total

18

/

20

Passed

Description

87%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 is strong: it states concrete capability areas, gives explicit 'when to use' trigger phrasings that mirror real user questions, and cleanly fences off neighboring skills. Its only weakness is that capabilities are expressed as domain nouns rather than action verbs, and a few natural synonyms are absent.

DimensionReasoningScore

Specificity

Lists several specific capability areas — 'lifecycle stages, MQL and SQL, scoring, routing, handoff, pipeline stages, CRM automation' — which goes beyond the 1-2 concrete actions of anchor 3, but these are domain nouns rather than the explicit action verbs ('Extract text... fill forms... merge documents') required for anchor 5.

4 / 5

Completeness

Explicitly answers both what ('design revenue operations... lifecycle stages, MQL and SQL, scoring, routing, handoff, pipeline stages, CRM automation') and when ('When the user wants to design revenue operations, or asks when a lead is ready for sales or why sales and marketing disagree on lead quality') with concrete trigger phrases, matching anchor 5 rather than anchor 4 where the 'when' could be more specific.

5 / 5

Trigger Term Quality

Includes natural user phrasings such as 'when a lead is ready for sales' and 'why sales and marketing disagree on lead quality' plus core jargon (MQL, SQL, routing, handoff), but misses a few common variants like 'lead qualification', 'sales pipeline', or 'CRM setup', falling just short of anchor 5's comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear RevOps niche with distinct triggers (MQL/SQL definitions, handoff SLAs, routing) and actively disambiguates adjacent skills — 'For outbound copy, see cold-email. For email flows, see emails' — giving minimal conflict risk as in anchor 5.

5 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

coreyhaines31/marketingskills

Path

skills/revops/SKILL.md

Reviewed

Table of Contents

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