WikiLLM
The First-Principles Truth Engine for the Sovereign Individual.
The Forensic Interface
WikiLLM isn't just an editor; it's a structural auditor. Below is a glimpse of the Hostile AI in action.
"The project failed because of mismanagement."
The manager ignored the requirements and delayed the rollout, leading to the collapse of the timeline.
Advanced Capabilities
Structural Premise-Fact Anchoring
Every claim is an addressable node in a D1 SQL graph. Statements must be structurally "anchored" to factual units, which are themselves backed by agreed-upon situational evidence. This eliminates the possibility of unverified "slop" entering the public graph.
Hostile AI Logic Auditing
Our Llama 3 engine is configured as a relentless forensic auditor. It doesn't help you write; it helps you survive an audit. It actively identifies circular reasoning, non-sequiturs, and hidden assumptions, demanding structural repair before publication.
Forensic Versioning (Logic Diffs)
Go beyond simple text diffs. View "Logic Diffs" that show how the underlying argument structure has evolved. Track how premises were added, replaced, or strengthened through community feedback over the lifecycle of an article.
Immutable Audit Logs
Every verification, vote, and structural change is recorded in an immutable audit trail. This ensures total transparency: you can see exactly who verified a fact, their merit score at the time, and the specific evidence they relied upon.
StackOverflow Meritocracy
Influence is a function of accuracy. Our reputation algorithm grants curation rights only to those who have consistently identified logical gaps or provided high-integrity factual backing. Influence is earned, audited, and revocable.
Chat-Driven CMS Operator
Manage petabytes of hierarchical content through a natural language "Command Center." Command your sovereign Llama operator to restructure categories, merge premise-graphs, or audit entire volumes using simple text commands.
Federated Fact-Search
Optional federation allows your sovereign instance to securely query the global WikiLLM network for verified facts. Reuse high-integrity evidence discovered by other communities without compromising your local data sovereignty.
Agentic Structural Refactoring
Beyond simple checking, the AI can perform "Agentic Refactoring." Request a structural strengthening of your argument, and the system will suggest moves—such as splitting a complex premise or seeking more granular evidence—to maximize logical density.
One-Click Sovereign Stack
The entire protocol is packaged as a Cloudflare-native template. Deploy your own D1 database, Workers AI pipeline, and authentication layer in 60 seconds. You own the infrastructure of your truth.
Architect-as-a-Service IDE
Access our premium Gemini-powered Architect Portal. Perform precision UI refactoring, custom branding, and complex schema extensions directly on your sovereign codebase through an agent-orchestrated IDE.
Visual Truth Mapping
Audit the connections. See how every conclusion is derived from atomic evidence.
Ready to Seal the Breach?
Deploy WikiLLM and start building your own sovereign credibility today.
Deploy to Cloudflare