Reversibility-aware safety signals for LLM tool-use agents | estimating action recoverability before irreversible operations: (delete/send/pay/commit) when rollback is unavailable.
A protocol for recording and preserving decision memory: context, intent, acknowledged risk, reversibility, and outcomes over time.
Blast radius modeling framework for agentic systems — 5 axes (action class, chain depth, external reach, reversibility window, identity scope), OSI cross-walk, and standards alignment.
Autonomous execution governance for coding agents: run a ticket backlog to completion unattended. ASK/PARK/HALT autonomy contract, durable per-ticket state machine, deterministic test gates, git-backed reversibility, heartbeat watchdog, morning report. Python stdlib only.
This repository offers operational and application design frameworks addressing the specific challenges of public sector using AWS Well-Architected-Tool.
Essays on agentic AI security, decision-rights, reversibility-graded authority, manifest-declared action class, deterministic gates, and standards contribution method.
A consent-first framework for human–ASI collaboration: versioned, cryptographically signed, and written from lived experience of identity continuity.
Supplementary materials for Reversibility as a Safety Gate for Agentic Actions
Installable guard skill for agent skills.
Rollback assurance for CI. Grades every PR A–F on whether it can be safely reverted — and gates autonomous AI agents so they can only merge changes proven reversible. Static analysis for PostgreSQL migrations and Kubernetes manifests.
Give your AI agent an undo button — it flags which actions are reversible, compensable, or permanent before they run. Try the live demo.
The point-of-no-return firewall for AI agents: a model-agnostic runtime governor for tools, memory, delegation, and irreversible action.
A reversibility layer for agentic tool use: a transparent MCP proxy that classifies which tool calls can be undone, synthesises inverse operations, keeps a durable cross-server undo log, and interrupts you only for genuinely irreversible actions.
Reversibility contract linter and deterministic recovery compiler for AI agents.
Analysis scripts underlying the assessment of acidification hysteresis in the Arctic Ocean
MCP server for reversibility intelligence — check if actions can be undone
Reference implementation of OWASP AISVS C9.2.6 and C9.2.7: manifest-declared action class, deterministic gate, worst-case chain rule. JSON schema + Python.
ALMSIVI CHIM is a recursive ethics framework for uncertainty, power, consent, reversibility, accountability, and Sacred Refusal. v5.3 is a reviewed refresh of private v5.2 and the first GitHub-published edition.
A Fedora Silverblue ThinkPad operated by a privileged AI agent — guarded by a reversibility ruleset, not a privilege one.
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