Wikievolve

WikiEvolve

**The missing knowledge layer for self-improving AI agents.**

[](https://github.com/LeonardSEO/wikievolve/actions/workflows/ci.yml) [](LICENSE) [](https://nodejs.org/) [](https://agentskills.io/)

WikiEvolve is a local-first memory and skill-evolution system for AI coding agents. It turns raw evidence into a grounded knowledge wiki, then uses execution traces to propose, evaluate, and safely roll back improvements to Agent Skills.

**Grounded memory. Measured learning. Reversible change.**

[Install](#install-as-agent-skills) · [Quick start](#five-minute-knowledge-wiki) · [How it works](#why-two-skills) · [Security](docs/security.md) · [Research foundations](#research-foundations)

WikiEvolve combines two independently installable skills:

• Knowledge Wiki turns documents, notes, research, and conversations into a compact Markdown wiki with immutable evidence and verifiable provenance.
• Evolve Agent Skills turns repeated successes and failures into one atomic skill proposal, evaluates it against a baseline, and restores the baseline when it does not improve.

Everything is local and inspectable. The CLIs use only the Node.js standard library. There is no hosted service, model lock-in, shell installer, postinstall hook, or hidden network request.

What makes WikiEvolve different?

Capability	Notes or prompt memory	Uncontrolled self-editing	WikiEvolve
Raw evidence with SHA-256 provenance	Rarely	Sometimes	Yes
Durable, source-grounded wiki	Partial	Partial	Yes
Learns from successes and failures	No	Yes	Yes
One atomic change per evaluation	No	Rarely	Yes