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langfuse-migration-deep-dive

Execute complex Langfuse migrations including data migration and platform changes. Use when migrating from other observability platforms, moving between Langfuse instances, or performing major infrastructure migrations. Trigger with phrases like "langfuse migration", "migrate to langfuse", "langfuse data migration", "langfuse platform migration", "switch to langfuse".

68

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body delivers highly actionable, well-sequenced migration guidance with explicit validation and rollback, but it is held back by poor progressive disclosure: a provided reference file is unreferenced and its content is duplicated inline. Tightening the inline code and pointing to the reference would raise both conciseness and structure.

Suggestions

Replace the full inline Step 1-4 scripts in SKILL.md with concise summaries and link to references/implementation.md for the complete implementations to reduce duplication and improve progressive disclosure.

Add explicit 'See [implementation.md](references/implementation.md)' navigation in the relevant sections so the existing bundle file is actually discoverable.

Add an explicit feedback loop in Step 4 (e.g., 'if variance >5%, investigate the failing instance and re-run validation') to make the validation checkpoint a true retry loop.

DimensionReasoningScore

Conciseness

The body is mostly lean prose (tables and code with minimal concept explanation), but the full inline TypeScript implementations run long and could be tightened or offloaded, keeping it just below a 3.

2 / 3

Actionability

It provides complete, executable TypeScript scripts for export, import, dual-write, validation, and cutover, plus concrete bash rollback commands that are effectively copy-paste ready.

3 / 3

Workflow Clarity

Steps 1-5 are clearly sequenced with an explicit validation checkpoint (Step 4, variance target <5%) and a rollback plan, satisfying the validation requirement for batch/destructive operations.

3 / 3

Progressive Disclosure

A bundle file (references/implementation.md) exists but is never linked or signaled from the body, and the bulk of the export/import/validate/rollback content is duplicated inline rather than split out, matching the 'content that should be separate is inline' anchor.

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-constructed: it states concrete capabilities, gives explicit 'Use when' guidance, and supplies natural trigger phrases with low conflict risk. Its only weak spot is a slightly abstract capability list rather than a fully enumerated set of actions.

DimensionReasoningScore

Specificity

The description names the domain and a couple of actions ('data migration and platform changes') but does not enumerate multiple distinct concrete capabilities, so it stops short of the comprehensive list anchor for a 3.

2 / 3

Completeness

It explicitly answers both 'what' ('Execute complex Langfuse migrations including data migration and platform changes') and 'when' ('Use when migrating from other observability platforms...'), with explicit trigger guidance.

3 / 3

Trigger Term Quality

It provides a strong set of natural trigger phrases a user would actually say ('langfuse migration', 'migrate to langfuse', 'langfuse data migration', 'langfuse platform migration', 'switch to langfuse').

3 / 3

Distinctiveness Conflict Risk

The niche is clearly scoped to Langfuse migrations with distinct, brand-specific triggers, making overlap with other skills unlikely.

3 / 3

Total

11

/

12

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.

Validation13 / 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

referenced_paths_exist

Referenced path issues: 3 missing

Warning

Total

13

/

16

Passed

Repository
jeremylongshore/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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