Now in beta · pip install skilgen

The institutional knowledge OS
for AI agents

Connect repos, generate skills, review PR risk, and keep agent knowledge accountable from your actual codebase.

Start free with GitHub Read the docs

Repo evidence graph

Domains, files, owners, and traces

Agent-ready guidance

AGENTS.md and SKILL.md workflows

Open source core

pip install skilgen · MIT license

THE PROBLEM

Agents fail without institutional context

Skills decay silently

CLAUDE.md and .cursorrules are manually maintained, have no quality standard, and go stale the moment code changes.

No quality metric

There is no Codecov for institutional knowledge. Nobody knows which repos are agent-ready.

Zero leadership visibility

Engineering leaders have no dashboard showing which teams are behind on AI readiness.

HOW IT WORKS

From codebase to agent-ready in minutes

Connect a repo

pip install skilgenStart from GitHub or the open-source CLI.

Generate skills

Repo analysis builds portable SKILL.md guidance from code, docs, and detected ownership boundaries.

Review PR risk

Skillayer highlights risky changes, stale context, and missing guidance before agents keep building on it.

Improve and account

Teams use scorecards, action items, and audit trails to keep agent knowledge improving over time.

PROOF

Built around the golden demo loop

Skillayer is designed as an operating loop: connect a repo, generate useful skills, inspect PR risk, then hold improvement owners accountable.

Grounded in repo evidence

Skills are generated from files, domains, traces, and detected delivery patterns rather than generic onboarding prose.

Agent runtime friendly

Guidance stays portable across the agent tools your team already uses, with familiar SKILL.md and AGENTS.md entry points.

Governance-ready

Dashboards, scorecards, and review surfaces make ownership visible when generated knowledge drifts.

Security and trust

Agent knowledge should be governed like production code.

Skilgen keeps generated context close to the repository and Skillayer gives teams the controls to review, measure, and audit that context as it changes.

Least-privilege setup

Connect only the repos you choose and keep admin surfaces separated from the core product workflow.

Enterprise controls

SSO, audit logs, BYOK configuration, and self-hosting paths are part of the product model for security-conscious teams.

Portable source of truth

Generated skills live with your repository so agent knowledge can be reviewed, versioned, and governed like code.

PRICING

Simple per-developer pricing

Start free. Scale when your team grows.

Free

For individual developers starting with Skilgen.

Skilgen CLI + SDK forever free
Unlimited public repos
Private repo starter tier
Skilgen Score badge

Start free

The institutional knowledge OSfor AI agents