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surge-activation

Use when asked to improve activation, map the growth funnel, identify growth levers, design a referral program, build a retention playbook, develop a PLG strategy, or find where to invest in growth. Examples: "how do we grow faster", "improve our activation rate", "design a referral program", "build a retention playbook", "what are our best growth levers", "map our growth funnel".

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Passed

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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.

The body is a lean, highly actionable six-step growth workflow with concrete templates and inline examples — strong on actionability and conciseness. Its main defect is progressive disclosure: it mandates an output format defined in docs/output-kit.md, a file that does not ship in the bundle, leaving the delivery format effectively unspecified.

Suggestions

Bundle docs/output-kit.md (e.g., under references/) or inline the essential output-format rules — the 40-line CLI budget, box-drawing skeleton, and severity indicators — so the mandated format is actually reachable when the skill is loaded.

Add natural trigger synonyms to the description ("reduce churn", "improve retention", "fix onboarding") to round out trigger-term coverage.

Add a lightweight validation checkpoint before Step 1 (e.g., confirm growth-metric data is available, or state assumptions when numbers are unknown) so the diagnosis step is guarded against missing inputs.

DimensionReasoningScore

Conciseness

The body is dominated by compact fill-in templates and one-line rules ("Fix in this order. Retention before acquisition.") with almost no padding, but a few definitional asides a competent model already knows could be trimmed — e.g., "earliest point where a user understands the product's core value" and the four loop-type bullet definitions — placing it just below the every-token-earns-its-place anchor at 5.

4 / 5

Actionability

For an instruction-only skill the guidance is fully concrete: five fill-in templates (growth accounting, funnel with time/drop-off fields, lever with hypothesis/kill condition, loop, 3-week playbook with MEASURE block) plus worked micro-examples ("Reduce time-to-Aha from 8 min to < 3 min", "give inviter 30 days free when invitee activates") that cover the common cases copy-paste ready.

5 / 5

Workflow Clarity

Six clearly sequenced steps with an explicit prioritization rule ("Fix in this order. Retention before acquisition. Activation before referral.") and a closing delivery contract in Step 6; however, there are no explicit validation checkpoints on its own outputs (e.g., confirming data exists before diagnosing), which keeps it below the feedback-loop anchor at 5. This is an analysis skill, so the destructive/batch cap does not apply.

4 / 5

Progressive Disclosure

Sections are well organized, but the body's only file reference — "Follow the output format defined in docs/output-kit.md" — is dangling: no bundle directories (references/, scripts/, assets/) exist and no output-kit.md is present anywhere in the skill, so the model cannot actually load the mandated output format. At ~120 lines with a broken single reference, structure exists but the reference layer is broken rather than merely 'not clearly signaled' (3) or 'mostly clear' (4).

3 / 5

Total

16

/

20

Passed

Description

92%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 strong description: concrete multi-action capability list, an explicit 'Use when asked to' trigger clause, and verbatim example user phrases that make invocation unambiguous. The only gap is a few natural synonyms (churn, retention, onboarding) that keep trigger coverage just short of comprehensive.

DimensionReasoningScore

Specificity

Lists seven concrete, domain-specific actions ("improve activation, map the growth funnel, identify growth levers, design a referral program, build a retention playbook, develop a PLG strategy, or find where to invest in growth") — comprehensive coverage of the growth-engineering task space, matching the top anchor rather than the 'minor gaps' anchor at 4.

5 / 5

Completeness

Explicitly answers both: what ("improve activation... build a retention playbook, develop a PLG strategy") and when ("Use when asked to..." plus six concrete example trigger phrases), matching the anchor for both what AND when with concrete trigger phrases. The 'Use when' clause is present, so no cap applies.

5 / 5

Trigger Term Quality

Six natural verbatim user phrases ("how do we grow faster", "improve our activation rate", "map our growth funnel") give good keyword coverage, but common variations users would naturally say are missing — e.g., "reduce churn", "improve retention", "fix onboarding", "users are leaving" — so it falls short of the comprehensive-synonyms anchor at 5.

4 / 5

Distinctiveness Conflict Risk

Clear growth/PLG niche with distinct triggers ("activation rate", "growth funnel", "growth levers", "referral program") unlikely to fire for unrelated skills; overlap risk is limited to a hypothetical general marketing skill, which fits 'minor conflict risk' at 5 better than 'minor overlap risk with closely related skills' at 4.

5 / 5

Total

19

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

14

/

16

Passed

Repository

jeremylongshore/tons-of-skills-marketplace

Path

plugins/ai-agency/tonone/bundle/revenue-team/skills/surge-activation/SKILL.md

Reviewed

Table of Contents

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