juicebox-core-workflow-b

Execute Juicebox enrichment and outreach workflow. Trigger: "juicebox enrich", "candidate enrichment", "talent pool".

Quality

—

Does it follow best practices?

Impact

—

No eval scenarios have been run

Securityby

Passed

No known issues

Quality

Content

80%

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

The content is concise and highly actionable with complete code examples and a useful error table, but the workflow lacks explicit validation checkpoints and progressive disclosure is weak because the inline API reference is not split into real, linked bundle files.

Suggestions

Add an explicit validation checkpoint after the query/compare steps (e.g., assert result counts or schema fields before exporting) and turn the error table into a validate→fix→retry feedback loop.

Move the per-method API detail into real reference files under references/ (e.g., QUERY-BUILDER.md, EXPORT.md) and link them from a short overview so progressive disclosure is one level deep.

Resolve the dangling "Juicebox API Docs" reference into an actual linked file or URL, and clarify which references are bundle files versus sibling skills.

Dimension	Reasoning	Score
Conciseness	The body is lean: it assumes Claude's competence, offers no concept over-explanation (no "what is an API" padding), and every code block and the dense error table earn their tokens; only minor tightening of the illustrative logging lines is possible.	3 / 3
Actionability	Four complete, executable TypeScript examples (client.analysis.query/compare/aggregate/export) with concrete fields, operators, and parameters, plus a specific HTTP error table, are copy-paste ready rather than pseudocode.	3 / 3
Workflow Clarity	Steps 1–4 are clearly sequenced, but there are no explicit validation checkpoints or feedback loops between steps; the error-handling table is reactive recovery guidance rather than an integrated validate-then-proceed checkpoint.	2 / 3
Progressive Disclosure	Sections are well-organized, but the ~90-line body keeps all API usage inline with no bundle files (references/scripts/assets absent), and the "Juicebox API Docs" and cross-skill references are not backed by real linked files, so navigation is incomplete.	2 / 3
	Total	10 / 12 Passed

Description

90%

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 well-structured with explicit triggers and a clear product niche, scoring strongly on completeness and distinctiveness. Its only weakness is specificity: it summarizes the workflow with one verb instead of enumerating the concrete analysis actions the skill performs.

Dimension	Reasoning	Score
Specificity	The phrase "Execute Juicebox enrichment and outreach workflow" names the domain and two action areas, but offers only a single verb rather than the multiple concrete actions (e.g. "build queries, filter, compare, export") that the body actually covers, so it stops short of level 3.	2 / 3
Completeness	It answers both "what" ("Execute Juicebox enrichment and outreach workflow") and "when" via an explicit Trigger clause, satisfying the rubric's requirement for explicit trigger guidance rather than only an implied when.	3 / 3
Trigger Term Quality	Trigger: "juicebox enrich", "candidate enrichment", "talent pool" are natural recruiting-domain phrases a user would actually say, giving good coverage of the product command, task, and concept.	3 / 3
Distinctiveness Conflict Risk	The description is tied to the named Juicebox product with recruiting-specific triggers ("candidate enrichment", "talent pool"), giving it a clear niche unlikely to fire for unrelated skills.	3 / 3
	Total	11 / 12 Passed

Validation

87%

Warnings & errors only

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

Criteria	Description	Result
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
Commit: 1628598

Reviewed: 2 days ago

Table of Contents

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