Agent loop control with decision models

Runs Claude Code on Opus 5.5 with Jev re-picking reasoning effort after every tool batch, via per-message effort so the cache survives.

Python library adding a Jev-based System 1 layer to agents for intent routing, tool safety checks and stuck-loop detection.

CLI where several coding agents draft implementation plans and Jev scores them, decides on cross-review and picks the finaliser.

Test-failure triage for coding agents: local rules first, then one batched Jev call labels failures RETRY, FIX_CODE or FIX_ENV.

Codex and Claude Code Stop hook that asks Jev how many asks and points a long agent message has, pacing multi-ask messages.

Bash-native CLI that filters any stream by meaning with Jev, like grep for semantics, so an agent wakes only for lines that matter.

Manifest V3 Chrome port of jev-ultrafast that drives your current tab, with Jev choosing each operation and element.

Terminal coding agent where an LLM reads, edits and runs code, and Jev makes a few optional side decisions.

Claude Code plugin where Claude plans phased work with checks and, at each stop, Jev judges whether the work is really done.

Python agent runtime where Jev Choice decisions pick tools and arguments, and low-confidence picks go to an LLM for review.

Jev decision layer for agents: seven MCP tools, an embeddable library and escalate-only Claude Code hooks at harness boundaries.

Fast Rust terminal coding agent with 44 providers that can ask Jev for its own decisions through a bundled client.

Decision middleware for AI agents that uses local Laya to pick tools and judge results, falling back to an LLM when unsure.

Stop hook for coding agents where Jev checks each attempted stop against plain-language rules and sends the agent back if one is violated.

Self-improving multi-platform agent harness with an optional Jev companion for typed judgments and per-session model routing.

Local MCP server that runs versioned packs of typed Jev judgments, with a closed tool catalogue and a key configured once.

Asynchronous System-1 supervisory plugin for Hermes Agent with typed Jev decisions, ranking, verification and an opt-in tool gate.

OmO/senpi agent plugin where Jev or Span-01 rates which skills and next tools fit the task and spots loops or completion.

OpenClaw plugin and CLI that turn a plain-language condition into a scheduled trigger, waking the model only when Jev says it is true.

OpenCode orchestrator that keeps a cheap sticky parent model and escalates to strong child subagents only when Jev flags a hard turn.

Supervisor-Lead-Peer roles for a team of Paseo coding agents, with opt-in Jev routing recorded as a receipt in shadow mode.

Pi extension that sends agents back to work when they stop early, using six Jev questions to decide if continuation is warranted.

Programmable tool and agent runtime for Pi with one fabric_exec tool; includes an optional Jev loop for observe-decide-act.

Decision governor for Pi routing plan strategy, model tier, tool permissions and outcome (finish, retry, replan) through Jev.

Pi extension that audits whether the rpiv-todo board matches visible work and nudges the agent when it drifts off-task.

Pi package that gates pi-subagents dispatches with one Jev call against configurable rule sets and adds a jev_ask tool.

Adaptive thinking-level router for Pi: Jev or local rules pick low/medium/high/xhigh at task start, on reasoning failures and when stable.

npm library where Jev judges whether an agent's recent steps are stuck on the same assumption; code returns CONTINUE, WARN, REPLAN or HALT.

Claude Code Stop hook that uses Jev to catch turns ending half-done: no action, broken promises, unwatched work or wrong language.

Claude Code function hook that sends the agent's this-or-that questions to Jev and optionally ranks installed skills per prompt.