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Linktree Reference Architecture · jeremylongshore | DecimalAI

codingby jeremylongshore

Linktree Reference Architecture

jeremylongshore/linktree-reference-architecture

Source jeremylongshore/claude-code-plugins-plus-skills ↗License MIT

Reference Architecture for Linktree. Trigger: "linktree reference architecture".

SkillScore86Maintained

Automatic

Coding packsaaslinktreesocial

Last verified 8/31/2026

What it changes

Passed 19 of 22 test cases with the skill, and 13 of 22 without it.

Without skill59%

With skill86%

Checks it passed that the model alone missed

Warm the Redis cache on reconnect.
Set profile cache TTL to 5 minutes.
Use the setEx method on the Redis client.

and 7 more in the full report

7 fixed12 passed either way2 still failing1 broke

Pass-rate lift: +27 pp
Tokens: +21%
Agent turns: 0%
Response time: -26%

Model gemini-3.6-flashMeasured 8/31/2026v119 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/jeremylongshore-linktree-reference-architecture/SKILL.md https://app.decimal.ai/s/jeremylongshore-linktree-reference-architecture/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add jeremylongshore-linktree-reference-architecture, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/jeremylongshore-linktree-reference-architecture/ and pins it in .decimal/skills.lock

decimalai skills add jeremylongshore-linktree-reference-architecture

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/jeremylongshore-linktree-reference-architecture/SKILL.md https://app.decimal.ai/s/jeremylongshore-linktree-reference-architecture/SKILL.md

Raw file: /s/jeremylongshore-linktree-reference-architecture/SKILL.md ↗ · machine-readable summary at /s/jeremylongshore-linktree-reference-architecture.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

In our TypeScript Redis cache client for Linktree profiles, a developer is using redis.set(key, JSON.stringify(data)) followed by a separate redis.expire(key, ttl) call. What single Redis method should be used to atomically write profile data with a TTL?

What was checked, without and with the skill
Checked	Without skill	With skill
Use the setEx method on the Redis client.	Missed	Passed

case-08 · gemini-3.6-flash · 8/31/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md158 linessingle file

Linktree Reference Architecture

Overview

Design a read-optimized integration layer for the Linktree link-in-bio platform. The extreme read-to-write ratio on public profiles drives a two-tier cache with async analytics, keeping the hot path free from downstream blocking.

Instructions

Provision the prerequisites below and configure Linktree API credentials.
Deploy the service layer with the cache-aside pattern for profile reads.
Wire the webhook ingester to invalidate cache on profile mutations.
Start the click event consumer to populate the analytics store.
Adjust Redis TTLs and rate-limit buckets to match your traffic profile.

Prerequisites

Node.js 18+, TypeScript 5, Redis 7, RabbitMQ or SQS, PostgreSQL 15
Linktree API credentials with profile:read and links:write scopes

Architecture Diagram

Client --> API Gateway --> LinktreeService --> Linktree API
                                |
                 +--------------+--------------+
                 v              v              v
           Redis Cache    Event Queue    Analytics DB
           (profiles)    (clicks/views)  (aggregates)

Service Layer

class LinktreeService {
  constructor(
    private api: LinktreeApiClient,
    private cache: ProfileCache,
    private events: EventPublisher
  ) {}

Track record

Benchmark

19 / 22

test cases passed, vs 13 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

jeremylongshore / claude-code-plugins-plus-skills

skills/.curated/linktree-reference-architecture/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Linktree Reference Architecture

Overview

Instructions

Prerequisites

Architecture Diagram

Service Layer

Track record

Benchmark

Adoption

SkillSafety

Source

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