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juicebox-migration-deep-dive

Migrate to Juicebox from other tools. Trigger: "switch to juicebox", "migrate to juicebox".

54

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

50%

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

The skill body is well-organized and concise but stays at a high level: steps lack executable detail, the migration workflow omits validation checkpoints, and the detailed implementation guide that exists in the bundle is never referenced from the body. Actionability and navigation are the primary gaps.

Suggestions

Surface the existing reference by replacing the bare 'PeopleGPT Guide' line with a clear link such as 'See [implementation-guide.md](references/implementation-guide.md) for code patterns, schema mapping, and validation', and add executable commands or API calls to the migration steps to raise actionability.

Add an explicit validation/reconciliation checkpoint to the migration workflow (e.g., a step to verify record counts and sample data integrity after import) so the batch operation includes a feedback loop and can score above 2 on workflow clarity.

Tighten the body by trimming the LinkedIn-vs-Juicebox comparison table unless it directly drives an action, ensuring every section contributes concrete, actionable guidance.

DimensionReasoningScore

Conciseness

The body is mostly lean and does not over-explain concepts Claude already knows, but the LinkedIn-vs-Juicebox comparison table and the bare 'PeopleGPT Guide' resource line do not fully earn their place, fitting 'mostly efficient but could be tightened' rather than the every-token-earns-its-place level.

2 / 3

Actionability

The query-translation example is concrete, but the migration steps are high-level directives ('Export saved searches', 'Re-create talent pools') with no executable commands or API calls, and the existing code reference is not surfaced, matching 'some concrete guidance but incomplete; missing key details'.

2 / 3

Workflow Clarity

A clear five-step sequence is present, but a data migration is a batch operation and the body contains no validation, reconciliation, or verification checkpoints, so per the rubric workflow clarity is capped at 2 rather than reaching the explicit-validation level above.

2 / 3

Progressive Disclosure

The body is organized into clear concise sections and detailed code is correctly split into references/implementation-guide.md, but that reference is never signaled or linked from the body (Resources only lists 'PeopleGPT Guide'), matching 'references present but not clearly signaled' rather than the well-signaled one-level-deep anchor.

2 / 3

Total

8

/

12

Passed

Description

75%

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 an explicit trigger clause and a clearly distinct niche, giving it strong completeness and distinctiveness. Its main weakness is thin trigger-term coverage and a single high-level action rather than a list of concrete capabilities.

Suggestions

List a few specific migration actions (e.g., 'export saved searches, translate boolean queries, re-create talent pools, configure ATS integration') to raise specificity from a single action to multiple concrete actions.

Add common trigger variations such as 'move to juicebox', 'import from LinkedIn Recruiter', or 'switch from Greenhouse' to broaden natural keyword coverage.

DimensionReasoningScore

Specificity

The description names the domain and a single action ("Migrate to Juicebox from other tools") but does not list multiple specific concrete actions, matching the 'names domain and some actions, but not comprehensive' anchor rather than the multi-action level above or the vague 'Helps with documents' level below.

2 / 3

Completeness

It states what the skill does ("Migrate to Juicebox from other tools") and provides explicit trigger guidance ("Trigger: switch to juicebox, migrate to juicebox"), clearly answering both what and when; the explicit trigger clause means completeness is not capped at 2.

3 / 3

Trigger Term Quality

Explicit triggers "switch to juicebox" and "migrate to juicebox" are natural phrases a user would say, but only two near-synonyms are given with no common variations, fitting 'some relevant keywords but missing common variations' rather than the broad coverage anchor.

2 / 3

Distinctiveness Conflict Risk

Juicebox is a specific SaaS niche and the distinctive "juicebox" triggers are unlikely to fire for unrelated skills, matching the 'clear niche with distinct triggers; unlikely to conflict' anchor.

3 / 3

Total

10

/

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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