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langfuse-prod-checklist

Langfuse production readiness checklist and verification. Use when preparing to deploy Langfuse to production, validating production configuration, or auditing existing setup. Trigger with phrases like "langfuse production", "langfuse prod ready", "deploy langfuse", "langfuse checklist", "langfuse go live".

74

1.33x
Quality

77%

Does it follow best practices?

Impact

79%

1.33x

Average score across 2 eval scenarios

SecuritybySnyk

Passed

No known issues

Fix and improve this skill with Tessl

tessl review fix ./plugins/saas-packs/langfuse-pack/skills/langfuse-prod-checklist/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

65%

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

The skill is highly actionable with executable code and a verification script, but it underuses its own bundle file — implementation.md is neither linked from the body nor used to offload duplicated content — and the deployment process lacks an explicitly sequenced, checkpoint-gated workflow.

Suggestions

Add a clearly signaled link to references/implementation.md (e.g., in a '## Implementation details' section) and move the duplicated config, error-handling, and verification-script code out of SKILL.md into that reference.

Reframe the checklist sections as an explicitly numbered deployment workflow with validation gates between phases (e.g., configure → run verify script → only proceed if all checks pass → deploy → monitor).

Add an explicit 'if verification fails, fix the reported check and re-run' feedback loop in prose alongside the verification script.

DimensionReasoningScore

Conciseness

The body is mostly efficient code and checklists with no concept-explaining fluff, but it inlines full configs, error handling, and a ~65-line verification script that substantially overlap with references/implementation.md, so it could be tightened by deferring to the reference.

2 / 3

Actionability

Provides fully executable TypeScript for v4+ and v3 configs, error handling, and a complete pre-deployment verification script, with concrete values (flushAt 25-50, requestTimeout 15000, pk-lf-/sk-lf- prefixes) and a solutions table — copy-paste ready.

3 / 3

Workflow Clarity

The verification script supplies a real pass/fail feedback loop (exit 1 on failure), but the overall deployment flow (prerequisites → configure → verify → deploy → monitor) is presented as parallel checklist sections rather than an explicitly numbered sequence with inter-phase validation checkpoints.

2 / 3

Progressive Disclosure

A bundle file references/implementation.md exists, but the body never signals or links to it, and large blocks of inline content duplicate that reference rather than being split out, matching the 'references present but not clearly signaled; content that should be separate is inline' anchor.

2 / 3

Total

9

/

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.

A well-constructed description that clearly communicates purpose, use cases, and trigger phrases with strong distinctiveness. The only weakness is mild abstraction in the capability phrasing rather than listing granular concrete actions.

DimensionReasoningScore

Specificity

Names the domain and several actions ("preparing to deploy Langfuse to production, validating production configuration, or auditing existing setup") but the phrasing is higher-level and abstract ("readiness checklist and verification") rather than concrete operations, so it falls short of the multi-concrete-action anchor.

2 / 3

Completeness

Explicitly states what ("Langfuse production readiness checklist and verification") and when ("Use when preparing to deploy… validating… or auditing") with explicit trigger phrases, answering both what and when.

3 / 3

Trigger Term Quality

Lists natural phrases users would say — "langfuse production", "langfuse prod ready", "deploy langfuse", "langfuse checklist", "langfuse go live" — giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

Narrowly scoped to Langfuse production deployment with distinct, product-specific triggers, making it unlikely to fire for unrelated skills.

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: 1 missing

Warning

Total

13

/

16

Passed

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

Table of Contents

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