Custom Skills & Integrations

If your system has an API,your Clone can work in it.

Custom skills and integrations for your own systems, internal APIs, proprietary workflows and industry processes. Every one tested, versioned and pinned in production.

skill · claims-intake · v1.4.2pinned
skill claims-intake
  connects  guidewire, sharepoint, outlook
  reads     fnol_email, policy_record
  does      extract → validate → create_claim
  limits    reserve < $10,000
  escalate  adjuster_on_call
  tests     48 scenarios · 48 passed
  autonomy  L3 execute_with_approval
Skill lifecycle

Built like software. Governed like a teammate.

  1. ScopeThe workflow, the system, the data and the rules.
  2. BuildIn SkillForge or by our skill engineers.
  3. TestAgainst realistic scenarios before it ships.
  4. VersionEvery change tracked.
  5. PinProduction Clones run a pinned version.
  6. UpgradeTested again, then an approved rollout.
What we build

Wherever the work lives.

Internal APIs

Your own services and databases, wrapped as skills a Clone can use safely.

Industry platforms

The systems of record your industry runs on.

Proprietary workflows

Multi-step processes only your organization does.

Legacy systems

Older tools with a usable interface, brought into the loop.

Cross-system handoffs

Skills that move work between Clones and systems.

Your builders, trained

By Month 10 your team builds and maintains skills in SkillForge.

FAQ

Questions, answered.

What can a custom skill connect to?

If your system has an API, a Clone can work in it: internal tools, proprietary databases, industry platforms and legacy systems with a usable interface.

Who builds custom skills?

Our skill engineers build complex skills and integrations. Your own builders learn SkillForge during the engagement, so by Month 10 they're creating and maintaining skills themselves.

How are skills tested?

Every skill is tested against realistic scenarios before it ships, versioned, and pinned in production. Upgrades go through the same testing and an approved rollout.

Who owns what we build?

Your knowledge and configurations stay yours. Your Clones work from your own knowledge stores, never pooled with another organization's data.

Name the system. We'll scope the skill.

Tell us which system your teams wish a Clone could work in.