caching-strategies SKILL.md skillA
caching-strategies from robsonkades/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add robsonkades/agent-skills/caching-strategies@git:20261016.c769bd8Pins git:20261016.c769bd8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- robsonkades/agent-skills
- Path
skills/caching-strategies/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261016.c769bd8, committed Oct 16, 2026
- First version recorded
- Sep 6, 2026
- Size
- 15,172 bytes
- Repository stars
- 3
- License
- Apache-2.0
Deciding whether to cache, then doing it safely: saved origin work and latency, bounded size or weight, TTL and jitter, stampede and its four distinct scopes, cache-aside versus refreshAfterWrite, immutable DTOs rather than JPA entities, invalidation across instances, Redis serialisation, and why hit rate alone is a misleading metric. Use when a cache is being added or reviewed, when @Cacheable is called from within the same bean, when a cache has no size limit or no TTL, when entries are…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Caching Strategies ## Purpose A cache can reduce the arrival rate seen by an origin in `L = λ × W`: a simple cache-aside hit avoids the origin load. A hit that initiates refresh or revalidation can still consume origin resources. Batching, admission control and eliminating work can also reduce origin demand. A stale, unbounded cache can show excellent hit rate; correctness, memory and origin protection must be measured beside it. ## Workflow Inspect the target's Maven/Gradle release/toolchain, resolved Caffeine/Spring Data/Jackson versions, runtime image and cache configuration before choosing APIs. No universal Java baseline is declared here; the configuration reference states its example baseline. Preserve project versions and do not enable preview features or upgrade dependencies to fit an example. If workload, freshness requirements or measurements are absent, identify the gap and offer a conditional decision and measurement plan rather than inventing a hit rate or safe TTL. Trace the actual caller through the selected cache manager/resolver or direct cache instance, key generator, read/load operation, write/commit path and existing tests. Establish …
Read the whole file at its exact version.
How to install
mdr add robsonkades/agent-skills/caching-strategies@sha256:b282f003794688d6The line at the top of this page pins the label git:20261016.c769bd8, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_pji2shozyq76bpzx)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 6, 2026 and Oct 16, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.c769bd8 latest | 2026-10-16 | c769bd8 | 15,172 B | A | view · diff |
| git:20260927.9ecadfd | 2026-09-27 | 9ecadfd | 14,908 B | A | view · diff |
| git:20260923.832673e | 2026-09-23 | 832673e | 11,468 B | A | view · diff |
| git:20260911.37b054b | 2026-09-11 | 37b054b | 10,511 B | A | view · diff |
| git:20260906.e6ad4bd | 2026-09-06 | e6ad4bd | 9,491 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15172 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
robsonkades/agent-skills · 3 stars · license Apache-2.0 · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pji2shozyq76bpzx GET https://markdownregistry.com/api/v1/resolve?ref=robsonkades/agent-skills/caching-strategies GET https://markdownregistry.com/api/v1/blob/b282f003794688d65d270fdb9c516b0fe75f66367eb2aeec9e6c6d8198bd07d1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.