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clay-advanced-troubleshooting

Deep-debug complex Clay enrichment failures, provider degradation, and data flow issues. Use when standard troubleshooting fails, investigating intermittent enrichment failures, or preparing detailed evidence for Clay support escalation. Trigger with phrases like "clay hard bug", "clay mystery error", "clay impossible to debug", "difficult clay issue", "clay deep debug".

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%Weight 40%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is highly actionable with executable code and a clear diagnostic sequence, but it is held back by minor redundancy (the error-handling table duplicates Step 2) and poor progressive disclosure: a reference bundle file exists but is never linked from the body.

Suggestions

Link references/implementation-guide.md from the body (e.g., add a "## Advanced diagnostics" section pointing to it) so the bundled material is discoverable rather than orphaned.

Remove or merge the "Error Handling" table with Step 2's YAML error patterns to eliminate duplicated fix guidance.

Extract the large Step 5 escalation template into the reference file, keeping only a short pointer inline in SKILL.md.

DimensionReasoningScore

Conciseness

The body is mostly lean and assumes Claude's competence (no explanation of what Clay/webhooks are), but the "Error Handling" table largely restates fixes already given in Step 2's YAML, so it could be tightened.

2 / 3

Actionability

It provides fully executable bash (clay-layer-test.sh), TypeScript (debugHTTPAPIColumn), concrete YAML error patterns with check/fix steps, and a copy-paste escalation template with real URLs and curl commands.

3 / 3

Workflow Clarity

Steps 1-5 are clearly sequenced (isolate layer, diagnose columns, debug HTTP API, debug Claygent, build escalation package) with a decision checkpoint ("First failing layer = root cause location") and check/fix feedback in the error patterns; no destructive or batch operations require additional validation caps.

3 / 3

Progressive Disclosure

Sections are well organized, but the body is a ~200-line monolith and the bundled references/implementation-guide.md is never referenced or signaled from the body, so content that should be split out is not navigable.

2 / 3

Total

10

/

12

Passed

Description

100%Weight 40%Scale 1-3

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 across all dimensions: it states concrete actions, gives explicit "Use when" triggers with natural keywords, answers both what and when, and occupies a distinct niche. It uses third-person/imperative voice with no over-claims.

DimensionReasoningScore

Specificity

"Deep-debug complex Clay enrichment failures, provider degradation, and data flow issues" and "preparing detailed evidence for Clay support escalation" name multiple concrete actions within a clear domain, matching the multi-action anchor.

3 / 3

Completeness

It explicitly answers what (deep-debug Clay enrichment failures, provider degradation, data flow issues) and when (an explicit "Use when..." clause with escalation triggers), satisfying the both-what-and-when anchor.

3 / 3

Trigger Term Quality

"Use when standard troubleshooting fails, investigating intermittent enrichment failures, or preparing detailed evidence for Clay support escalation" plus phrases like "clay deep debug" and "difficult clay issue" give good coverage of natural terms a user would say.

3 / 3

Distinctiveness Conflict Risk

The niche is clearly Clay advanced troubleshooting, with clay-specific trigger phrases and a hand-off to a distinct "clay-load-scale" skill, making conflict with other skills unlikely.

3 / 3

Total

12

/

12

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.

Validation14 / 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/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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