What are skills?

Skills are how PAIR controls real software.

Skills allow digital workers to use the systems your business already relies on. PAIR can connect to software through APIs, approved tools and controlled workflows, so digital workers can complete real tasks rather than just provide advice.

Skill

Paperclip Organization: AI agents for attachments, files, and supporting documents

Paperclip Organization helps PAIR agents classify attachments, organize files, check supporting documents, summarize PDFs, and connect documents to Odoo, CRM, finance, project, or service records.

Attachment classificationFile organizationPDF summariesDocument handoff

View

Best for ERP, documents, and multi-system relationships.

Pattern

A matrix breaks dense content into readable capability blocks.

PAIR + Attachment classification

Files become structured operational knowledge.

The visual shows documents flowing from intake to classification, review, and handover-ready output.

document intake board

Skill control

PAIR turns loose files into structured work that a team can trust.

Source 1

PDFs, attachments, folders

PAIR layer

PAIR document organizer

Source 3

Review packs and missing-item checks

Capture01

Document intake

Attachments, PDFs, contracts, photos, estimates, and handover folders are collected.

Organize02

File intelligence

PAIR classifies files, summarizes folders, flags missing documents, and prepares review packs.

Approve03

Document control

Sensitive documents and external sharing remain governed by review rules.

Remember04

Knowledge continuity

Final files can be linked to projects, customers, roles, and handover memory.

Attachment classification

The document layer around operations

A lot of business work gets stuck because supporting documents are missing, misnamed, attached to the wrong email, or stored in the wrong place. The Paperclip Organization skill helps PAIR agents manage the messy document layer around real operations. This skill is about invoices, contracts, photos, estimates, PDFs, receipts, signed documents, onboarding files, and handover packs.

File organization

What the Paperclip skill can help with

PAIR can identify attachments in emails or workflow records, classify files by customer, project, supplier, invoice, or job, check whether required supporting documents are present, prepare folder structures for review, summarize attached PDFs or documents, and connect attachments to Odoo, CRM, finance, project, or service records.

PDF summaries

Example document organization use cases

A finance user can ask whether all supporting documents are present for a set of invoices. A project manager can ask PAIR to organize client handover files and report what is missing. A service team can ask the agent to find photos, signed forms, and PDFs attached to a job.

Document handoff

Human control for files and attachments

PAIR can organize, classify, and prepare files, but deletion, sharing, or final record updates should require permission. Document access should follow role and department rules. The implementation can define who can read attachments, who can move files, and which folders or records require explicit review.

Example scenario

Read

Business context

Approved records, files, messages, documents, or system context.

Prepare

Useful work output

A summary, draft, task, script, update, recommendation, or exception note.

Route

Human approval

External messages, sensitive records, financial changes, and risky actions move through review.

Remember

Role continuity

The completed outcome can become part of department knowledge and handover memory.

CONTROLLED BY DESIGN

Every skill needs a clear permission path before it touches real work.

PAIR can be configured so each skill has a defined level of access. Your team can see what the digital worker can read, what it can prepare, what needs review, and what can only run after approval.

Read

Search approved systems and summarize useful context.

Prepare

Draft messages, updates, notes, reports, and next steps.

Review

Route sensitive communication or record changes to people.

Execute

Run only the workflows the company explicitly approves.

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