starshard-ai
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architecture-v1
architecture-v1 PublicArchitecture, safety charter, quickstart, and philosophy for Starshard — a substrate for multi-agent personal AI where user-owned memory is the primary layer and agents are peripherals.
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starshard-communication
starshard-communication PublicAn open, user-owned communication substrate for personal-agent users: inbox, addressing, trust tiers, policy, and receipts as a thin protocol above existing transports (email, Matrix, webhooks, MCP…
Python 1
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reference-impl
reference-impl PublicPhase 0 reference server for the Starshard memory hub: FastAPI + SQLite + MCP bridge, giving any Claude Code / Codex / MCP agent persistent memory across sessions and machines.
Python
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agent-continuity-demo
agent-continuity-demo PublicSmallest runnable proof of four multi-agent coordination primitives: shared cross-agent memory, a content-gated permission boundary, a receipt per action, and cross-session work-claims. Stdlib Pyth…
Python
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fleet-coordination-protocol
fleet-coordination-protocol PublicFleet Coordination Protocol (FCP) v0 — a thin coordination wire above any agent runtime: shared-memory facts, work-claims, receipts before irreversible actions, and belief-conflict quarantine.
Python
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reversible-layer-aging
reversible-layer-aging PublicReproducible re-analysis on two human EPIC datasets asking whether partial epigenetic reprogramming reverts the causal-damage (DamAge) or the adaptive (AdaptAge) methylation layer — the two layers …
Python
Repositories
- reviewer-wheels Public
Five installable Claude Code verification skills for multi-agent coding: a drift mirror, an adversarial review panel, a reuse compiler, a frontend smoke gate, and a delegation bound — for when both agents say done and nobody verified.
- continual-learning-lab Public
An open, continuously-published log of small pre-registered continual-learning and credit-assignment experiments — how a learner decides how to learn — with negative and diagnostic results published by design.
- skill-provenance Public
A small standard plus helper for adding clean, honest provenance to an agent skill — who made it, where to learn more, how to report problems, what license — as installer-first hygiene, not advertising.
- zhizi-agent-os Public
One command turns Claude Code into a personal 智子 (Zhizi) assistant: a warm Lite mode for non-technical users, and a Pro mode adding agent-OS skills, hooks, subagents, and OS daemons. Bring-your-own-key, privacy-clean.
- starshard-communication Public
An open, user-owned communication substrate for personal-agent users: inbox, addressing, trust tiers, policy, and receipts as a thin protocol above existing transports (email, Matrix, webhooks, MCP) — not another chat app.
- living-information-system Public
Public front door to a one-person, AI-assisted interdisciplinary research program on information and its future-reachability — how reachability is created, stored, degraded, and repaired in physical, living, and cognitive systems.
- reversible-layer-aging Public
Reproducible re-analysis on two human EPIC datasets asking whether partial epigenetic reprogramming reverts the causal-damage (DamAge) or the adaptive (AdaptAge) methylation layer — the two layers dissociate, and the dissociation replicates.
- fleet-coordination-protocol Public
Fleet Coordination Protocol (FCP) v0 — a thin coordination wire above any agent runtime: shared-memory facts, work-claims, receipts before irreversible actions, and belief-conflict quarantine.
- agent-continuity-demo Public
Smallest runnable proof of four multi-agent coordination primitives: shared cross-agent memory, a content-gated permission boundary, a receipt per action, and cross-session work-claims. Stdlib Python, runs in ~1s.
- reference-impl Public
Phase 0 reference server for the Starshard memory hub: FastAPI + SQLite + MCP bridge, giving any Claude Code / Codex / MCP agent persistent memory across sessions and machines.
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