ai-instructions: Instructions file for GitHub Copilot

.github/instructions/spring-boot-redis.instructions.md

ai-instructions spring-boot-redis.instructions.md is an instructions file for GitHub Copilot from lsampaioweb/ai-instructions. It costs 806 tokens per session, scanned A, original, MIT.

A set of rules for connecting a Spring Boot application to Redis, an in-memory data store often used for cached data or messages. It covers Redis as a data store, cache, or publish-and-subscribe system.

In plain words
What is it for?
Use it to add Redis through Spring Data Redis, configure connections, use Spring Cache with Redis, or set up Redis Pub/Sub.
Why use it?
It prevents dependency, connection, and role choices from becoming inconsistent, especially when Redis is only a cache and the main database remains elsewhere.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is lsampaioweb/ai-instructions's own configuration. It tells GitHub Copilot how to work on ai-instructions itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai-instructions configures →

Reuse

Borrowing it

Nothing to install: this file belongs to lsampaioweb/ai-instructions. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/lsampaioweb/ai-instructions/main/.github/instructions/spring-boot-redis.instructions.md
Clone the repo
git clone --depth 1 https://github.com/lsampaioweb/ai-instructions

Made for: GitHub Copilot.

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Per session 806 This file is loaded in full into every session.
When invoked 806 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
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Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00806 $0.00806
Opus 5.5 $0.00322 $0.00322
Sonnet 5.5 $0.00161 $0.00161
Haiku 4.5 $0.00081 $0.00081

Measured 1mo ago against content hash 49be72417202, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-instructions spring-boot-redis.instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/instructions/spring-boot-redis.instructions.md · 81 lines

How it starts

The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spring Boot Redis Contract

Apply this contract only when a Spring Boot application integrates with Redis through Spring Data Redis. It governs the client application, not Redis server provisioning.

Pom owns dependency comments and ordering. Configuration owns profiles and secrets. Architecture owns feature packages, repositories, services, and constructor injection. Controller owns *RestController naming and boundaries. Logging and i18n own log/error keys. JDBC/database contracts own the primary store when Redis is only a cache. Spring ApplicationEvent is out of scope (events contract).

Prefer one primary role per module: datastore, cache layer, or pub/sub.

Dependency

  • Add org.springframework.boot:spring-boot-starter-data-redis (Lettuce is the default client from the starter).
  • When using Spring Cache annotations with Redis as the store, also add org.springframework.boot:spring-boot-starter-cache.
  • Do not add Jedis or a raw Lettuce dependency unless there is an approved need outside the Boot starter.

Connection

  • Configure spring.data.redis.host and port from environment variables (for example REDIS_HOST / REDIS_PORT with localhost / 6379 defaults).
  • Do not set spring.data.redis.password unless the Redis instance requires AUTH.

RedisTemplate (datastore and pub/sub)

  • Register a RedisTemplate<String, String> bean with StringRedisSerializer for keys and values (and hash key/value serializers when using hashes).
  • Encode/decode domain JSON with Jackson in the feature layer (repository, publisher, or listener). Do not switch the template to a Java-object value serializer for those roles.
  • When the module needs an ObjectMapper bean and Boot does not expose one, register a module-aware mapper next to the template.

Datastore

  • Use a feature repository with HashOperations.
  • Prefer stable Redis key / hash names owned by the feature.
  • Fail clearly on serialize/deserialize errors; do not return corrupt payloads.

Read the full file on GitHub · 81 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · -2 lines · -81 tokens per session 49be72417202
  2. 1mo ago First seen · 83 lines · 887 tokens per session scan A 4e95a1dc1ae2

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ai-instructions spring-boot-redis.instructions.md is an instructions file published in the GitHub repository lsampaioweb/ai-instructions (1 stars, last pushed 6d ago), licensed MIT. It adds 806 tokens to every session, about $0.0032 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-30.

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