Procedural wiki
Rules, identities, hard boundaries, project-wide truths, and standards that should never drift.
Sovereign agent memory
Your AI should remember like a friend.
Vraksha is a local-first agent that restores your rules, project state, and personal context before every session. No amnesia. No borrowed memory. Just continuity on your machine.
memory
3 layers restored
trust score
action gated
Quick Start
$ curl -fsSL https://raw.githubusercontent.com/vraksha/vraksha/main/install-linux.sh \
| bash
Local store
SQLite FTS5 + WAL
Security model
multi-gate execution
Extensibility
drop-in skill registry
Providers
OpenAI, Anthropic, local, more
The thing most agents fake
Memory is the operating system.
Vraksha keeps durable knowledge in a local tri-store foundation so every conversation begins with your actual world loaded.
Semantic recall
Past decisions and session context are indexed for retrieval instead of left behind in dead chats.
Relational metadata
Entities, projects, trust hints, and references prepare the path toward graph-backed reasoning.
Guarded autonomy
Give the agent hands. Keep the gates.
Vraksha is being built for machine operations with real scrutiny: sanitize inputs, verify intent, score actions, and keep execution isolated.
Input sanitization
Prompt injection and untrusted instructions are screened before they touch the reasoning loop.
Action verification
Shell commands, file writes, and external operations move through trust-scored checks.
Execution boundary
Docker isolation is the baseline today, with stronger sandbox targets on the roadmap.
Already useful
Not a demo skin. A growing agent system.
Journal writer
Memory consolidation and logging stay away from the reasoning hot path.
Runtime registry
New experts load from folders with skill.py and SKILL.md.
Slop detector
A specialized analyzer helps detect AI-generated code artifacts during review.
Provider choice
Use hosted frontier models, OpenRouter, Bedrock, Groq, Ollama, and local endpoints.
Where it is going
From remembered work to private orchestration.
- Now Local memory foundation
- Next Gate logic inside the loop
- v1.0 Kuzu graph, MCP, Composio, Telegram
- Later A2A protocol and Guardian service