Implement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching. Trigger with phrases like "add caching", "optimize API performance", or "implement cache layer".
74
70%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./plugins/api-development/api-cache-manager/skills/managing-api-cache/SKILL.mdQuality
Discovery
89%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 solid description with explicit trigger guidance and clear 'when' clauses, making it strong on completeness and distinctiveness. Its main weakness is that the 'what' portion could be more specific about the concrete actions performed beyond just 'implement' — listing actions like cache invalidation strategies, TTL configuration, or cache warming would strengthen specificity.
Suggestions
Expand the capability list with more concrete actions, e.g., 'configure TTL policies, implement cache invalidation, set up cache-aside patterns, integrate CDN edge caching' to improve specificity.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (API response caching) and mentions specific technologies (Redis, Memcached, CDN), but the actual actions are limited to 'implement' — it doesn't list multiple concrete actions like cache invalidation, TTL configuration, cache-aside patterns, etc. | 2 / 3 |
Completeness | Clearly answers both 'what' (implement API response caching with Redis, Memcached, CDN) and 'when' (explicit 'Use when' clause and 'Trigger with phrases' providing concrete trigger guidance). | 3 / 3 |
Trigger Term Quality | Includes natural trigger phrases users would say: 'add caching', 'optimize API performance', 'implement cache layer', plus technology names like Redis, Memcached, and CDN that users would naturally mention. Good coverage of common variations. | 3 / 3 |
Distinctiveness Conflict Risk | The combination of API caching, specific technologies (Redis, Memcached, CDN), and performance optimization creates a clear niche that is unlikely to conflict with other skills. The triggers are specific enough to distinguish from general performance or general caching skills. | 3 / 3 |
Total | 11 / 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 well-structured conceptual guide to API caching but falls short on actionability—it describes what to build without providing executable code or concrete implementation snippets. The workflow is logically sequenced but lacks validation checkpoints critical for a multi-step implementation. Referenced bundle files (implementation.md, errors.md, examples.md) don't exist, undermining the progressive disclosure strategy.
Suggestions
Add executable code snippets for at least the cache key generator and cache-aside middleware (e.g., a complete Express middleware or Python decorator) to make the skill copy-paste actionable.
Include explicit validation checkpoints in the workflow, such as 'Verify cache hit/miss headers with curl before proceeding to invalidation implementation' or 'Run the cache test suite after each step.'
Provide the referenced bundle files (implementation.md, errors.md, examples.md) or remove the references and inline the essential content to avoid broken links.
Trim the overview paragraph and remove explanations of well-known patterns (cache-aside, write-through) that Claude already understands, focusing tokens on project-specific decisions and constraints.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is moderately efficient but includes some unnecessary verbosity. The overview restates concepts Claude already knows (e.g., explaining what cache-aside, write-through patterns are). The error handling table and examples sections add useful content but could be tighter. Some instructions read more like descriptions than directives. | 2 / 3 |
Actionability | Instructions describe what to implement at a conceptual level but provide no executable code, no concrete middleware snippets, and no copy-paste-ready examples. Steps like 'implement cache key generation middleware' and 'build a cache-aside middleware' are directional but lack the specific code that would make them fully actionable. The skill references an implementation.md file that doesn't exist in the bundle. | 2 / 3 |
Workflow Clarity | Steps are numbered and sequenced logically (analyze → implement key gen → build middleware → configure TTL → invalidation → headers → stale-while-revalidate → warming → tests). However, there are no explicit validation checkpoints between steps, no feedback loops for verifying correctness at intermediate stages, and no guidance on what to do if a step fails before proceeding. | 2 / 3 |
Progressive Disclosure | The skill references external files (implementation.md, errors.md, examples.md) for deeper content, which is good structure. However, no bundle files are provided, meaning all references are broken. The main file itself is fairly long with inline error tables and examples that could have been deferred, but the references are at least one-level deep and clearly signaled. | 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.
Validation — 9 / 11 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 | 9 / 11 Passed | |
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Table of Contents
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