Home / nahid-sparktales / agent-dispatcher · skills/backend/caching/SKILL.md · GitHub

caching skillA

caching is agent-read markdown (skill) from nahid-sparktales/agent-dispatcher: Decide what to cache, at which layer, for how long, and how it gets invalidated — before any cache is added. Use when someone proposes caching to make a read path faster, when stale or cross-user data is suspected, when adding a TTL or a Redis/CDN layer, or when reviewing a change that introduces one. Not for fixing a slow query or an N+1 (do that first — a cache over a bad query hides it), and not for HTTP header tuning with no server-side store..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Caching

A cache is a second copy of the truth that is allowed to be wrong. Adding one trades a
latency problem for a correctness problem, and the correctness problem arrives later, in
production, as "why is this user seeing yesterday's number".

Never add a cache before you can say, in one sentence each: what is cached, keyed by what,
for how long, and what makes it wrong.

## When this fires

A read path is slow and caching is being proposed; a cache already exists and data is stale
or leaking across users; a review touches a TTL, a memoize decorator, a Redis client, or a
CDN rule. It does not fire for a write path, or for a slow query nobody has profiled yet.

## Procedure

1. **Measure the uncached path first.** Get a real number — p50 and p95, and how often it is
   called. Without it you cannot tell afterwards whether the cache helped, and you have no
   basis for the TTL. A cache added on a hunch is a guess with extra failure modes.
2. **Try to make the cache unnecessary.** A missing index, an N+1, a payload fetching columns
   nobody reads, or a call made in a loop are all cheaper to fix than to cache, and the fix has
…

Read the whole file at its exact version.

How to install

Latest version
mdr add nahid-sparktales/agent-dispatcher/caching@git:20260919.a0d4f55
Exact content
mdr add nahid-sparktales/agent-dispatcher/caching@sha256:b755ccf8cd860eb7

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

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Versions

versioncommittedcommitsizeaudit
git:20260919.a0d4f55 latest2026-09-19 a0d4f55 8,730 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8730 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

GitHub

nahid-sparktales/agent-dispatcher · 49 stars · license MIT · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ax7evthwbwja2yu5
GET https://markdownregistry.com/api/v1/resolve?ref=nahid-sparktales/agent-dispatcher/caching
GET https://markdownregistry.com/api/v1/blob/b755ccf8cd860eb7afabd4c6fa3cf9e7447474611a662efc516b7be816b8d39c

Your agent 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.

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Every file in nahid-sparktales/agent-dispatcher

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