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implementing-database-caching

Process use when you need to implement multi-tier caching to improve database performance. This skill sets up Redis, in-memory caching, and CDN layers to reduce database load. Trigger with phrases like "implement database caching", "add Redis cache layer", "improve query performance with caching", or "reduce database load".

78

Quality

75%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./plugins/database/database-cache-layer/skills/implementing-database-caching/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a strong skill description that clearly identifies its niche (multi-tier caching for database performance), lists specific technologies and actions, and provides explicit trigger phrases. The only minor issue is the awkward phrasing at the start ('Process use when you need to') which mixes imperative and second-person voice, though the rest uses third person. Overall it provides excellent selection guidance.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'implement multi-tier caching', 'sets up Redis, in-memory caching, and CDN layers', 'reduce database load'. These are concrete, actionable capabilities.

3 / 3

Completeness

Clearly answers both 'what' (sets up Redis, in-memory caching, and CDN layers to reduce database load) and 'when' (explicit trigger phrases and a 'Use when' equivalent at the start). Both are explicitly stated.

3 / 3

Trigger Term Quality

Includes natural trigger phrases users would actually say: 'implement database caching', 'add Redis cache layer', 'improve query performance with caching', 'reduce database load'. These cover common variations well.

3 / 3

Distinctiveness Conflict Risk

Clearly scoped to multi-tier database caching with specific technologies (Redis, CDN, in-memory caching). Unlikely to conflict with general database skills or other performance optimization skills due to the specific caching focus.

3 / 3

Total

12

/

12

Passed

Implementation

50%

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

This skill provides a comprehensive guide to multi-tier database caching with good structural organization and practical recommendations (specific TTL values, Redis config settings, cache key naming conventions). Its main weaknesses are the lack of complete, executable code examples in any specific language and the absence of explicit validation checkpoints in the workflow. The content would benefit from being split across bundle files with concrete, runnable code modules.

Suggestions

Add at least one complete, executable cache wrapper implementation (e.g., a Python module using redis-py with cache-aside, stampede prevention, and invalidation) rather than relying on inline Redis CLI commands and pseudocode descriptions.

Insert explicit validation checkpoints in the workflow, e.g., after step 7 verify Redis config with `redis-cli CONFIG GET maxmemory`, and after step 8 add a test to confirm invalidation works before proceeding to production deployment.

Split the error handling table, detailed examples, and resources into separate bundle files (e.g., ERRORS.md, EXAMPLES.md) and reference them from the main SKILL.md to improve progressive disclosure.

Include a concrete Redis configuration file example (redis.conf snippet) in the Output section or as a bundle file, since the skill promises one as a deliverable.

DimensionReasoningScore

Conciseness

The content is mostly efficient but includes some unnecessary verbosity. The overview paragraph restates what the description already covers, the prerequisites section over-explains, and some instructions could be tightened (e.g., step 1's criteria list could be a compact table). However, it avoids explaining basic concepts like what Redis is or how caching works in general.

2 / 3

Actionability

The skill provides specific Redis commands, configuration values, and concrete TTL recommendations, which is good. However, it lacks executable, copy-paste-ready code blocks — there are no complete cache wrapper implementations in any language, no Redis config file example, and the instructions read more like a detailed checklist than executable guidance. The code snippets are inline Redis CLI commands rather than complete, runnable modules.

2 / 3

Workflow Clarity

The 10-step sequence is logically ordered from profiling through testing, which is good. However, there are no explicit validation checkpoints or feedback loops between steps. Step 10 mentions testing but doesn't specify what to do if hit rates are below target or if invalidation tests fail. For a multi-step process involving production Redis configuration and cache invalidation (which can be destructive if wrong), the lack of verify-then-proceed gates caps this at 2.

2 / 3

Progressive Disclosure

The content is well-structured with clear sections (Overview, Prerequisites, Instructions, Output, Error Handling, Examples, Resources), but it's a monolithic document with no bundle files. The detailed error handling table, extensive examples, and resources could be split into separate reference files. For a skill of this length (~120 lines of substantive content), some content would benefit from being in supporting files with clear references from the main SKILL.md.

2 / 3

Total

8

/

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.

Validation9 / 11 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

9

/

11

Passed

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

Table of Contents

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