AI coding agents are powerful. Unharnessed AI agents are risky.
Enterprise Skills gives your organization a deterministic harness around AI coding agents. Every workflow gated. Every sensor auditable. Every improvement governed.
The problem with unharnessed AI coding
41.7%
reported vulnerability rate in public marketplace AI skills
1,184
reported malicious AI skills identified in open marketplaces
0%
execution evidence provided by prompt-only AI workflows
Shadow AI creates new review, security, and compliance gaps in enterprise development. Without deterministic gates, every AI-assisted change depends on manual cleanup after the fact.
The platform
Harness engineering for AI coding agents that deploys in minutes, not quarters.
Harness Module Deployment
Deploy reusable harness modules that load your project's truth, enforce deterministic phases, and give AI coding agents a structured path from plan to verification.
Composable Safety Gates
Chain code review, security, test quality, dependency, contract, and pre-deploy sensors into workflows that stop when evidence is missing.
Harness Trace Evidence
Capture phase-level execution evidence: which sensors ran, which gates passed or blocked, what changed, and where humans overrode the harness.
Automatic Risk Elevation
Project signals — Kubernetes manifests, payment integrations, HIPAA markers — automatically elevate governance requirements without manual configuration.
Harness Coordination Protocol
File-based coordination ensures AI agents execute harness modules in the correct dependency order, with state handoff between steps and deterministic resolution.
Harness Improvement Loop
Execution traces and user corrections become governed refinement proposals, improving the harness without uncontrolled prompt drift.
Compliance mapping
Built-in mapping to the frameworks your security team already tracks.
Deploy in three steps
Deploy the harness
Install the CLI and initialize the authority pack. Harness modules load your organization's rules into every AI coding session.
Gate agent output
Sensors and governance profiles activate from project signals. Risk elevation, compliance mapping, and audit logging are enforced from the first session.
Improve from traces
Evidence-grade harness traces feed compliance and learning loops. Every module run, model handoff, sensor, and governance decision is recorded.
Why not open-source skills?
| Open Source | Enterprise Skills | |
|---|---|---|
| Known vulnerability rate | 41.7% | 0% |
| Governance enforcement | None | Automatic |
| Execution determinism | Non-deterministic | Deterministic |
| Version control | Manual | Automated semver |
| Compliance mapping | None | SOC 2, HIPAA, GDPR |
| Audit trail | None | Evidence-grade |
| IDE support | Varies | 8 adapters |
| Enterprise support | Community only | Dedicated + SLA |
Enterprise features
Ready to govern your AI agents?
Custom governance profiles, dedicated support, compliance mapping, and on-premise deployment options.
No public pricing. Enterprise plans are custom-scoped to your organization.