Pyrite is designed to be general-purpose knowledge infrastructure. Here's how different audiences use it.
Investigative journalism
Track people, organizations, events, claims, and evidence with source chains and reliability tiers. The journalism-investigation plugin adds:
Claim entries with lifecycle management (unverified → corroborated → confirmed)
Evidence entries linking claims to sources
Source reliability tiers (Tier 1: direct observation, Tier 2: court records, etc.)
Ownership chain mapping and money flow tracking
Cross-KB entity correlation for multi-investigation searchesThe knowledge graph shows connections between entities. Wikilinks create a web of evidence that's searchable by both humans and AI agents.
Software teams
Manage architecture decisions, component documentation, backlogs, and coding standards. The software-kb plugin adds:
ADRs (Architecture Decision Records) with status tracking
Component docs with dependency graphs
Backlog items with kanban workflow and quality gates
Standards — both coding conventions and automated validation rules
Runbooks for operational proceduresWorks alongside your codebase — put the KB in the same repo and Claude Code can reference it while coding.
Personal knowledge management
Build a second brain with the zettelkasten plugin:
Notes progress through maturity stages: capture → elaborate → question → refine → connect
Wikilinks create an organic structure that emerges from connections
Semantic search finds conceptually related notes across your entire collection
AI agents can help with linking, summarizing, and gap analysisResearch and OSINT
Build structured databases of open-source intelligence:
Typed entries enforce consistent data capture
Source tracking with verification metadata
Timeline views for chronological analysis
Cross-KB search for multi-project investigations
Git-native storage for distributed, privacy-preserving collaborationTeam wikis and documentation
Replace Notion/Confluence with something you own:
Markdown files work in any editor
Git handles versioning, branching, review
No per-seat pricing — unlimited users on self-hosted
MCP means your team's AI tools can read the wiki
Schema validation keeps content quality high without manual enforcement