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.
npx agentmods add skills/future-cx/ai-architecture-toolkit/integration-designnpx skills add Future-CX/AI-Architecture-Toolkit --skill integration-designgit clone --depth 1 https://github.com/Future-CX/AI-Architecture-ToolkitWrote 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.
[](https://agentmods.dev/skills/future-cx/ai-architecture-toolkit/integration-design)<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>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 | $0.00066 | $0.03287 |
| Opus 5 | $0.00033 | $0.01643 |
| Sonnet 5 | $0.00013 | $0.00657 |
| Haiku 4.5 | $0.00007 | $0.00329 |
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.
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
- Ask which capability, target architecture, solution architecture design, epic, or ADR the integration supports.
- Ask for the source system, target system, business trigger, integration pattern, and business data involved when not already provided.
- Read related architecture documents when paths are provided.
- 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.mdto update the private lab glossary before writing the design. - 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.
- Create or update the integration design from
templates/integration-design-template.md. Preserve the two opening tables: the document metadata table first, followed by theIntegration Overviewtable. - Populate the top metadata table with document tracking values from the template.
- Populate the
## Integration Overviewtable 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. KeepPurposeto one sentence under 25 words. - After writing the
## Integration Overviewtable and description, create a visual integration diagram:- Use the
create-drawio-diagramskill and itstemplates/integration-design.drawiotemplate. - Create a
diagrams/subfolder in the same folder as the integration design document. - Store the
.drawiofile and exported.svgfile in thatdiagrams/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, anddiagrams/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
## Contractsection 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 Operationsinstead. - 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
.drawiofile to a same-basename.svg. - Run the create-drawio-diagram SVG sanitizer on the exported SVG so it uses
color-scheme: light, has nolight-dark(...)values, and includes a light background. - Embed the
.svgdirectly in## Integration Overviewusing the relative pathdiagrams/<same-basename>.svg.
- Use the
- Add
## Business Summaryimmediately after the diagram. Cover business outcome, operational impact, failure impact, and ownership before contract detail. - Populate
## Relevant Linkswith 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. - Run the glossary compliance gate before finishing the integration design:
- Read
<private-lab-root>/GLOSSARY.md. - In the Glossary, find the
Jargonsection 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.
- Run the
check-readabilityskill before finishing:
- Assess the full integration design and update the top-table
Readability Scorevalue. - Aim for a full-document Flesch Reading Ease score of 30 or higher.
- Assess the opening sections through
## Business Summaryseparately 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.
- Update
<private-lab-root>/integrations/_integrations-overview.mdwith the integration identifier, name, status, description, and count of open questions in the integration design. - Capture unresolved facts as open questions rather than inventing payloads, endpoints, schemas, retry rules, owners, or service-level expectations.
- 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 Linkssection.
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.
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.
- 6d ago First seen · 173 lines · 66 tokens per session scan A abf1111db73a
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.
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