Where we're going

5-layer architecture spec, CLI tool, starter skills, and npm package. Shipped as v0.1.3.

• 5-layer architecture specification
• Skill system spec (SKILL.md format)
• Hook lifecycle spec (6 events)
• CLI tool: engram init / skill create / export
• 3 starter skills (Research, DoWork, Reflect)
• Template files (CLAUDE.md, context.md, etc.)
• OpenClaw export format support
• npm package (@percival-labs/engram)
• GitHub release (MIT licensed)

Three-phase privacy system for anonymous AI inference. Strip PII before it leaves your machine, use blind tokens so providers can’t link your requests, and prove trust without revealing identity.

• Phase 1: PII scrubbing (3 levels — minimal/standard/aggressive)
• Luhn-validated credit card detection + ReDoS-safe user rules
• Per-provider privacy levels (skip local, scrub external)
• Router integration with fail-closed token mode
• Phase 2: Privacy Pass blind tokens (RFC 9576/9577)
• Phase 2: Proxy server for token issuance + redemption
• Phase 3: ZK trust proofs (circom + Groth16)
• Phase 3: Vouch API attestation endpoint (Baby JubJub EdDSA)
• Circuit artifact distribution via GitHub Releases
• End-to-end anonymous inference flow

A marketplace where anyone can browse, install, and share AI skills. Creators set prices, platform handles distribution.

• Skill package format and validation
• pai skill install <name> command
• pai skill publish command
• Web-based skill browser on percivallabs.com
• Creator profiles and skill ratings
• Revenue sharing (70/30 creator/platform)
• Security scanning for published skills

Build the community infrastructure. Discord, contributor guides, skill quality standards, and governance framework.

• Discord server with skill channels
• Contributor guide and code of conduct
• Skill quality standards and review process
• Community skill submissions
• Monthly community calls

Specs and tools for running multiple AI agents that share context, coordinate work, and maintain trust boundaries.

• Agent coordination spec
• Shared context with access control
• Zero Trust governance layer
• Agent-to-agent communication protocol
• Trust scoring and permission escalation

Cloud-hosted Engram management. Web dashboard, automatic backups, team features, and enterprise controls.

• Web dashboard for Engram management
• Cloud backup and sync
• Team Engrams with shared skills
• Usage analytics and insights
• Enterprise SSO and compliance
• API for programmatic Engram management