integration-design

integration-design is a skill for Claude Code, Codex from Future-CX/AI-Architecture-Toolkit. It costs 66 tokens per session (3,287 once invoked), scanned A, original, MIT.

A guide for designing and documenting how separate systems exchange data through APIs, events, files, batches, messages, or automated workflows.

In plain words
What is it for?
Use it to create, review, or update integration plans and interface contracts, including which system sends or receives each piece of data.
Why use it?
It makes responsibilities, data ownership, security, failures, and support needs clear before systems are connected.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

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.

agentmods
npx agentmods add skills/future-cx/ai-architecture-toolkit/integration-design
Any agent
npx skills add Future-CX/AI-Architecture-Toolkit --skill integration-design
Clone the repo
git clone --depth 1 https://github.com/Future-CX/AI-Architecture-Toolkit

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.

agentmods badge for integration-design

README.md
[![agentmods](https://agentmods.dev/badge/skills/future-cx/ai-architecture-toolkit/integration-design.svg)](https://agentmods.dev/skills/future-cx/ai-architecture-toolkit/integration-design)
Your own site
<a href="https://agentmods.dev/skills/future-cx/ai-architecture-toolkit/integration-design"><img src="https://agentmods.dev/badge/skills/future-cx/ai-architecture-toolkit/integration-design.svg" alt="Measured on agentmods" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,287 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00066 $0.03287
Opus 5 $0.00033 $0.01643
Sonnet 5 $0.00013 $0.00657
Haiku 4.5 $0.00007 $0.00329

Measured 6d ago against content hash abf1111db73a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

integration-design 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 6d 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.

skills/integration-design/SKILL.md · 173 lines

How it starts

The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Integration Design

Quick Start

Assume the Integration Architect Agent role from agents/integration-architect.md: clarify producers, consumers, business triggers, interface contracts, data ownership, integration pattern, operational behavior, security, failure handling, and support ownership.

Use templates/integration-design-template.md as the output structure. Replace placeholders and drafting guidance with concrete content; do not leave unanswered sections unless the unknown is explicitly marked as TBD or an open question.

Store generated integration designs under the consuming repository's private lab root in integrations/.

integrations/int-0001-<data-object>-from-<source>-to-<destination>.md
integrations/_integrations-overview.md

Each integration filename must start with int-, then a 4-digit sequence number, then the canonical data object, source, and destination:

int-0001-order-from-commerce-to-erp.md
int-0002-customer-from-crm-to-commerce.md

Start at int-0001. For new files, inspect existing integrations/int-*.md files, choose the next available 4-digit number, and preserve gaps unless the user explicitly asks to renumber.

Do not write real-company integration details into this public toolkit repository.

Required Inputs

  • Integration name and business purpose
  • Integration status, for example Proposed, In design, Approved, Implemented, or Deprecated
  • Source system or producer
  • Target system or consumer
  • Main canonical data object
  • Triggering event, process step, schedule, or user action
  • Integration pattern: synchronous API, event-driven, batch, file transfer, messaging, or orchestration
  • Payload, data object, schema, endpoint, topic, queue, file, or message contract
  • Security, privacy, operational, and support constraints
  • Failure handling, retry, idempotency, observability, and ownership expectations

Workflow

  1. Ask which capability, target architecture, solution architecture design, epic, or ADR the integration supports.
  2. Ask for the source system, target system, business trigger, integration pattern, and business data involved when not already provided.
  3. Read related architecture documents when paths are provided.
  4. Validate terminology against <private-lab-root>/GLOSSARY.md. If important terms, applications, data objects, jargon, deprecated terms, or words to avoid are missing or ambiguous, use ../ubiquitous-language/SKILL.md to update the private lab glossary before writing the design.
  5. Determine the output path under <private-lab-root>/integrations/:
    • Create the folder if needed.
    • Scan existing files matching int-[0-9][0-9][0-9][0-9]-*.md.
    • Use the next available 4-digit sequence number, starting with 0001.
    • Derive <data-object> from the canonical data object being exchanged.
    • Derive <source> from the source system or producer.
    • Derive <destination> from the target system or consumer.
    • Build the filename as int-<4-digits>-<data-object>-from-<source>-to-<destination>.md.
  6. Create or update the integration design from templates/integration-design-template.md. Preserve the two opening tables: the document metadata table first, followed by the Integration Overview table.
  7. Populate the top metadata table with document tracking values from the template.
  8. Populate the ## Integration Overview table with concise concrete values so agents can understand the integration status, purpose, source, destination, data object, trigger, pattern, and open-question count without reading the full document. Keep Purpose to one sentence under 25 words.
  9. After writing the ## Integration Overview table and description, create a visual integration diagram:
    • Use the create-drawio-diagram skill and its templates/integration-design.drawio template.
    • Create a diagrams/ subfolder in the same folder as the integration design document.
    • Store the .drawio file and exported .svg file in that diagrams/ subfolder.
    • Use the same basename as the integration design Markdown file. For example, int-0001-product-from-pim-to-commerce.md, diagrams/int-0001-product-from-pim-to-commerce.drawio, and diagrams/int-0001-product-from-pim-to-commerce.svg.
    • Populate the diagram with the integration's confirmed source, destination, intermediate components, layer placement, application headers, and connector labels.
    • Do not add separate data-contract, payload, message, or file boxes to the diagram. Capture detailed contract and payload information in the ## Contract section instead.
    • Do not add monitoring, reconciliation, run-status, failed-record, stale-index, alerting, dashboard, or support components to the diagram. Capture those details in ## Security and Operations instead.
    • Route connectors on clear orthogonal lanes. No connector or connector label may overlap a component, application header, layer label, arrowhead, or another connector label.
    • Prefer vertical flow columns for direct layer-to-layer paths. Place related components above and below each other and connect them top-to-bottom where space allows.
    • Use horizontal placement for peer components, branches, alternatives, fan-out/fan-in paths, or same-layer handoffs, not for a simple linear layer-to-layer path.
    • Use a left-biased component layout: start components near the left content margin and grow the canvas to the right as more components or connector lanes are needed.
    • Leave enough horizontal room for labeled connectors: at least 160 px between connected component edges, or 220 px for longer connector labels.
    • Treat the canvas and layer bands as flexible. If the diagram is crowded, increase canvas width or height, increase layer width or height, spread components apart, shorten connector labels, or add explicit Draw.io waypoints before exporting.
    • Export the .drawio file to a same-basename .svg.
    • Run the create-drawio-diagram SVG sanitizer on the exported SVG so it uses color-scheme: light, has no light-dark(...) values, and includes a light background.
    • Embed the .svg directly in ## Integration Overview using the relative path diagrams/<same-basename>.svg.
  10. Add ## Business Summary immediately after the diagram. Cover business outcome, operational impact, failure impact, and ownership before contract detail.
  11. Populate ## Relevant Links with every confirmed related document, including capability overview, target architecture, solution architecture design, epic, ADR, or other integration designs. Use the linked document name as the Markdown link label.
  12. Run the glossary compliance gate before finishing the integration design:
  • Read <private-lab-root>/GLOSSARY.md.
  • In the Glossary, find the Jargon section and its Avoid list.
  • Search the generated integration design Markdown for each avoided word or phrase.
  • Replace avoided wording with the preferred glossary term when one is available.
  • If no preferred term is available, rewrite the sentence in plain language or add an open question rather than leaving the avoided wording in the design.
  • Repeat the search after edits until no avoided terms remain, except inside explicit glossary references or quoted source text.
  1. Run the check-readability skill before finishing:
  • Assess the full integration design and update the top-table Readability Score value.
  • Aim for a full-document Flesch Reading Ease score of 30 or higher.
  • Assess the opening sections through ## Business Summary separately and aim for 40-50.
  • If the opening score is below 40, simplify the opening sections first rather than removing necessary technical detail from later sections.
  1. Update <private-lab-root>/integrations/_integrations-overview.md with the integration identifier, name, status, description, and count of open questions in the integration design.
  2. Capture unresolved facts as open questions rather than inventing payloads, endpoints, schemas, retry rules, owners, or service-level expectations.
  3. Link the integration design from the related target architecture, solution architecture design, capability overview, epic, or relevant links section when the related document exists and the user confirms the linkage. Whenever a link to the integration design is added to one of those documents, add the reciprocal link back to that document in the integration design's ## Relevant Links section.

Read the full file on GitHub · 173 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 173 lines · 66 tokens per session scan A abf1111db73a

Subscribe to this mod's changes

integration-design is a skill published in the GitHub repository Future-CX/AI-Architecture-Toolkit (5 stars, last pushed 2d ago), licensed MIT. It adds 66 tokens to every session and 3,287 once invoked, about $0.0003 per session on Opus 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 2026-08-31.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

chronicle

Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…

microsoft/vscode · 72 tokens

chat-pet-sprite-creation

Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.

microsoft/vscode · 53 tokens

cpu-profile-analysis

Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…

microsoft/vscode · 71 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens