What is integration-patterns?

A reference guide for designing integrations, APIs, and data flows between systems.

Planning request-response, event-driven, webhook, or batch integrations; designing REST APIs; choosing versioning; mapping data fields; and defining retry behavior.

It helps you choose a suitable way for systems to communicate and document details such as endpoints, field mappings, retries, and errors.

integration-patterns — Skill for Claude Code and Codex by saolalab

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add saolalab/clawforce --skill integration-patterns

Clone the repo

git clone --depth 1 https://github.com/saolalab/clawforce

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/saolalab/clawforce/integration-patterns/github.svg)](https://agentmods.dev/skills/saolalab/clawforce/integration-patterns)

Your own site

<a href="https://agentmods.dev/skills/saolalab/clawforce/integration-patterns"><img src="https://agentmods.dev/badge/skills/saolalab/clawforce/integration-patterns/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/saolalab/clawforce/integration-patterns"><img src="https://agentmods.dev/badge/skills/saolalab/clawforce/integration-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 383 The whole file, excluding the scripts and references it only reads on demand.

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.

Token cost

What it costs to keep this loaded

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.

Model	Per session	Once invoked
Fable 5.1	$0.00021	$0.00383
Opus 5.5	$0.00008	$0.00153
Sonnet 5.5	$0.00004	$0.00077
Haiku 4.5	$0.00002	$0.00038

Measured 1mo ago against content hash 3b07a548dfc9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

integration-patterns 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.

marketplace/roles/solution-architect/workspace/skills/integration-patterns/SKILL.md · 71 lines

What it actually says

Integration Patterns

Common Patterns

Request-Response (Sync)

Client → API → Process → Response

Use for: Real-time queries, CRUD operations

Event-Driven (Async)

Producer → Event Bus → Consumer(s)

Use for: Notifications, loose coupling

Webhook

Source System → HTTP POST → Target System

Use for: Real-time notifications, triggers

Batch/ETL

Source → Extract → Transform → Load → Target

Use for: Large data volumes, periodic sync

API Design Guidelines

RESTful Conventions

GET /resources - List
GET /resources/{id} - Get one
POST /resources - Create
PUT /resources/{id} - Replace
PATCH /resources/{id} - Update
DELETE /resources/{id} - Delete

Versioning Strategies

URL: /v1/resources
Header: Accept: application/vnd.api+json;version=1
Query: /resources?version=1

Data Mapping

Transformation Template

Source Field    → Target Field    Transformation
customer_id     → customerId      Direct
created_at      → createdAt       ISO 8601 format
status          → status          Map: 1→active, 2→inactive

Error Handling

Retry Strategy

Exponential backoff
Max retry limit
Dead letter queue

Idempotency

Use idempotency keys
Design for "at least once"
Handle duplicates gracefully

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.

1mo ago First seen · 71 lines · 21 tokens per session scan A 3b07a548dfc9

Subscribe to this mod's changes

integration-patterns is a skill published in the GitHub repository saolalab/clawforce (38 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 21 tokens to every session and 383 once invoked, about $0.0001 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 2026-08-30.

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integration-patterns