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cold-outbound-sequencer

Use when the user asks to "build a B2B cold-outbound sequence", "design reply-triage branching", "plan a domain warmup / sending throttle", or "make my outbound CAN-SPAM / opt-in compliant"; produces a multi-step outbound sequence with reply-triage branches (positive / objection / referral / not-now / opt-out), a warmup + send-throttle ramp schedule, jurisdiction opt-in/CAN-SPAM guardrails (guidance, not legal advice), and a SEND S-dimension read. Not for B2C lifecycle flows — use email-sequence-designer; not for the consent record — use consent-registry; not for computing EQS — use email-quality-auditor. B2B冷启动外联序列/回复分流/域名预热

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

73%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 well-structured, highly actionable instruction skill: the seven-step workflow is concrete, sequenced, and gated by explicit done-when criteria and stop/continue decision rules. Its weaknesses are repetition — scope boundaries are restated four or more times and the intro duplicates the frontmatter description — and progressive disclosure that keeps contract-level policy inline rather than deferring it to the referenced files.

Suggestions

State each scope boundary once (in the Scope guard) and cut the restated 'does not compute EQS / not legal advice / does not hold the consent record' disclaimers from the intro, Skill Contract, Data Sources, and instructions 6–7; the description already carries the exclusions.

Trim the intro paragraph, which repeats the frontmatter description nearly verbatim, down to one or two lines of body-specific framing.

Add a minimal worked example — a two-row reply-triage branch table or a four-week warmup ramp with placeholder volumes — so executors have a concrete output format rather than prose specification; alternatively move the Skill Contract / Promotes / Decision Gates policy into skill-contract.md and reference it, keeping SKILL.md a lean overview.

DimensionReasoningScore

Conciseness

The body is mostly efficient — ecosystem-specific terms (SEND, EQS, S1/S2/N1/D1, Tier-1/2/3) are information Claude does not already have — but the same boundaries are restated repeatedly: the intro paragraph repeats the description nearly verbatim, and "does not compute EQS / not legal advice / does not own the consent record" reappears in the intro, Skill Contract, Data Sources, instruction 6–7, and the Scope guard. This fits the score-3 anchor ('could be tightened'); it is not score 2 because no section explains concepts Claude already knows or is padded with filler.

3 / 5

Actionability

Instructions are concrete and executable for a design skill: exit rules per step ("hard exit-on-reply and a hard exit-on-opt-out"), a five-type reply routing table, CAN-SPAM elements named precisely ("accurate From / reply-to identity, a non-deceptive subject line, a physical postal address, and a working opt-out honored promptly"), and a concrete S-read rubric. Not score 5 because it stops short of any worked example — no sample branch table, sequence-map shape, or warmup ramp numbers — leaving the executor to synthesize the output formats from prose.

4 / 5

Workflow Clarity

Steps 1–7 are clearly sequenced with explicit validation checkpoints: a "Done when" completion checklist, a Decision Gates section giving concrete stop-and-ask vs continue-silently criteria, and feedback loops for error recovery (mark NEEDS_INPUT on incomplete S coverage; auditor BLOCK on S1/S2 routes back here to fix). This matches the score-5 anchor (explicit validation steps, feedback loops, checklists); score 4 is ruled out because checkpoints are not merely 'mostly' present — they are stated for every gate.

5 / 5

Progressive Disclosure

The Reference Materials section clearly signals one-level-deep references with a purpose note for each file (send-benchmark.md, skill-contract.md, CONNECTORS.md, SECURITY.md, sibling SKILL.md files), and sections are well organized. Not score 5 because the body inlines substantial contract/policy detail (full Skill Contract, Promotes/Writes rules, Decision Gates policy) that belongs in the referenced skill-contract.md, and all referenced files live outside this bundle's directory (no references/, scripts/, or assets/ are present), so the SKILL.md is not a lean overview pointing at a well-structured bundle — it is closer to 'good structure, minor organization gaps'.

4 / 5

Total

16

/

20

Passed

Description

100%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 a strong example of the form: explicit 'Use when' triggers phrased as natural user quotes, a concrete enumeration of outputs, and explicit negative scope that disambiguates three sibling skills. The only blemish is the trailing Chinese tag-line "B2B冷启动外联序列/回复分流/域名预热", which duplicates the summary field and adds no trigger value, but it does not degrade any dimension.

DimensionReasoningScore

Specificity

The description enumerates concrete outputs — "a multi-step outbound sequence with reply-triage branches (positive / objection / referral / not-now / opt-out), a warmup + send-throttle ramp schedule, jurisdiction opt-in/CAN-SPAM guardrails... and a SEND S-dimension read" — matching the anchor for multiple specific concrete actions with comprehensive coverage. It does not fit the score-4 anchor because there are no minor gaps; every capability of the skill is named, including the non-goals.

5 / 5

Completeness

It explicitly answers both questions with concrete trigger phrases: "Use when the user asks to 'build a B2B cold-outbound sequence'..." (when) and "produces a multi-step outbound sequence with..." (what). This matches the score-5 anchor exactly; the 'when' clause is explicit and multi-phrased, ruling out score 4's 'could be more explicit'.

5 / 5

Trigger Term Quality

Trigger phrases are quoted verbatim as natural user requests: "build a B2B cold-outbound sequence", "design reply-triage branching", "plan a domain warmup / sending throttle", "make my outbound CAN-SPAM / opt-in compliant" — comprehensive coverage of the natural phrasings a user would say, including synonyms (warmup, throttle, opt-in, compliant). Not score 4 because no common variation of the request is missing.

5 / 5

Distinctiveness Conflict Risk

It carves a clear niche and explicitly disclaims the three adjacent skills: "Not for B2C lifecycle flows — use email-sequence-designer; not for the consent record — use consent-registry; not for computing EQS — use email-quality-auditor." Minimal conflict risk per the score-5 anchor; the skill's scope is distinct from all named siblings.

5 / 5

Total

20

/

20

Passed

Validation

81%

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

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 25 suspicious

Warning

Total

13

/

16

Passed

Repository

aaron-he-zhu/aaron-marketing-skills

Path

email/deliver/cold-outbound-sequencer/SKILL.md

Reviewed

Table of Contents

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