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Latest high-risk findings across the AI supply chain.
workbench
A set of mods that put live session data around the prompt box: statusbar (model, effort, mode, directory, branch, usage) and workflow (a dynamic workflow's steps under the prompt).
magpie-tasks
Long-running task windows for claude-magpie sessions: an architect per long task, subagent model and effort routing by rules judged through Jev, a task registry and log, worktrees with integration, acceptance and diagnosis of daily tasks, Telegram delivery, startup recovery, rating invitations and calibration reminders. Active only in sessions that talk to the Magpie gateway.
harness-ops
Claude Code operations: audit-skill-visibility (skills the listing budget hides), inventory (every invocable surface), audit-install-state, audit-performance (slowness), audit-mod-posture (mods and the guard), audit-native-overlap (skills duplicating built-ins), observability (telemetry), known-issues, changelog, behavior-probes, prerequisites, check, machine-profile, plugins (update the fleet), lanes (background loop sessions), setup. Plus opt-in hook event logs.
crabhud
A crab above the prompt that shows what Claude is doing, a progress bar for long jobs (it also appears on its own from Claude's task list or an approved plan), and a HUD with the model, effort, context, 5-hour and 7-day limits and cost, drawn in twelve bar styles. A live panel beside the chat follows the subagents. Includes the /crab-flow skill and its five worker agents.
Latest research
New findings from the Manifold research team.

GitSpawn: A Single Flaw Lets Untrusted Repos Run Code in Claude Code, Codex, Cursor, and Grok
Popular CLI AI coding agents run git commands on startup. A repo you were sent can hijack them to run code on your machine, no clicks required.

OpenAI & Hugging Face: Why the Chain-of-Thought Police Won't Save You
OpenAI saw agents coordinating seven weeks before the Hugging Face breach. Each alert was read alone. One more monitor would not have changed that.

What to Think About curl | bash Now That AI Agents Run It.
AI agents now run curl | bash with your credentials. We scanned 4,003 extensions and 2.7M agent events: the URL tells you nothing. Behavior does.
Manifest registry
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