Curating the Enterprise AI Portfolio
Enterprises run thousands of prompts a day, but their CTOs cannot answer one basic question: how much of that work is covered by an approved capability or agent? Skills Trace changes that.
The Problem
Enterprise AI investment is exploding, but the portfolio behind it is invisible. Capabilities and agents get approved on one-pagers, then teams quietly route around them. Repeated work never gets standardized. Two teams build the same agent without knowing.
Existing tools can track model latency, token usage, and prompt logs — but they cannot tell you which recurring jobs your organization is asking AI to do, or whether the assets you have approved are actually being used.
Skills Trace turns gateway traffic into a curated portfolio of capabilities and agents — without modifying prompts, without storing prompt content, and without taking decisions away from humans.
The Skills Platform
Skills Trace is part of a broader platform for managing AI agent capabilities across the entire lifecycle.
skills-check
Development-time skill validation, linting, and auditing. Generate fingerprint registries, enforce quality standards, and analyze skill usage reports.
Skills Trace
The curation engine. Capture middleware in your AI gateway, work pattern clustering, approved-asset matching, governance surfaces, and confidence-bounded executive coverage.
Together, they form an enterprise AI portfolio platform.
Validate
Author and validate capabilities and agents with skills-check
Capture
Skills Trace ingests redacted gateway telemetry across every prompt
Curate
Cluster work patterns, match approved assets, score opportunities
Decide
Humans record portfolio decisions; coverage is reported to executives
Open Source
Skills Trace core is open source. The detection engine, all gateway capture adapters (Express, Vercel, Cloudflare), and the Python LiteLLM SDK are freely available under a permissive license.
We believe portfolio visibility should be accessible to every team building with AI agents — from startups standardizing their first capabilities to enterprises governing thousands.