Ekko Studio
Optional Jev checks filter and rerank memory cards for an agent workspace.
Tools that help agents and command-line users choose their next command, tool, memory, route or safeguard.
Optional Jev checks filter and rerank memory cards for an agent workspace.
Jev checks codebase questions and retrieved passages before memory evidence is used.
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NewRoutes jobs and handoffs among four Dots agents, with human approval for money and client actions.
Checks new events against stored facts and records whether memories remain valid.
Screens and ranks source files by a plain-language implementation goal.
Jev scores prompt injection and proposed shell commands before coding-agent hooks allow them.
An optional Jev tool gives a local document agent typed classification, routing, and scoring decisions while the caller keeps thresholds and execution policy.
For a semantic tool-action check, the plugin sends a redacted state containing the current task, applicable rules, and proposed action.
Jev classifies the operator’s text into query, diagnosis, action, or chat.
For each new message, Jev sees the latest message, recent conversation, available recent results, and any pending question or confirmation.
Jev reads the assistant instructions and recent conversation turns, then answers a typed tool Choice and a Noul question about whether a tool call is needed.
An SRE agent evaluation framework with optional Jev decision support for reviewing diagnostic plans and submitted evidence.
A terminal app whose command palette combines local fuzzy matching with optional Jev ranking of commands, tabs, and sessions for plain-language searches.
A Chrome side panel that maps a user request to page-provided WebMCP tools and their typed arguments using Jev.
A local OpenAI-compatible proxy that caches repeat model requests and can use Jev to judge safe semantic reuse after exact cache misses.
A coding-agent permissions plugin that uses Jev to review unresolved shell approval requests.
A JMeter plugin that adds AI chat and Agent Mode, with optional Jev routing to select a focused tool pack for a request.
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NewAn agent workspace that routes plain-English requests to specialist agents, skills, and workflows, including an optional Jev-powered route.
A command-line toolkit for agent handoffs, workspace context, and developer workflows, with optional Jev decisions for routing and checks.
A Jev decision layer for DeepSeek Harness and other MCP hosts, with explicit controls for provider use and data egress.
An opt-in Claude Code mod in Treg remembers lasting project preferences from answered prompts using Jev.
An Android chat client optionally uses Jev to screen memories for relevance and expose a judge tool to its main model.
Perch scans code and dependency graphs with configurable System One models, including Jev, to assess issues and rank findings.
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NewA VS Code debugging extension uses Jev to route each debugging step, with a language model available as a baseline or for other tasks.
A local astrology skill offers an optional TypeSafe Jev decision layer for narrow routing and interpretation judgments.
A model-agnostic metacognition loop that generates candidate reasoning paths and uses a System One judge such as Jev to select or score them.
A collection of agent skills and tooling that includes a CLI classifier with Jev and Pi classifier transports.
An agent runtime can ask Jev to answer narrow error-classification questions before using the main model.
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NewAn agent runtime optionally uses Jev to select relevant memories and detect explicit dismissal of saved lessons.
A token-saving context compactor that uses Jev Noul judgments to choose which tool calls and results to retain.
Open source project with an optional OpenCode tool that lets an agent ask Jev for a structured choice.
A Codex hook that asks Jev to choose GPT-6 reasoning effort and how many generations to keep that choice.
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NewIt puts Jev in a software review decision flow, turning a PR link into a merge-or-review recommendation.
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NewIt applies Jev to an in-the-moment sales workflow where the output is contextual guidance during a conversation, rather than a post-call summary.
The integration narrows model judgment to candidate selection over source-checked records, with privacy checks, input and question budgets, caching, deadlines, and a local fallback around the call.
It makes typed probabilistic classification an optional primitive inside a sandboxed tool-calling agent.
The decision input is constrained to task-relevant candidate fields, candidate IDs are remapped before sending, and abstention is an explicit option when the evidence does not distinguish a suitable assignee.
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NewThe same typed-decision model supports a complete project-memory loop: classify and filter completed turns, retrieve memories for the next prompt, and evaluate relevant safety rules before tool use.
A security recon framework applies bounded Jev decisions to page classification and scan planning.
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NewA coding workflow separates cached decisions, safe defaults and user questions from Opus implementation work.
A community plugin adds typed Jev decisions to DeepSeek Harness skill selection, file ranking, supervision and tool-output handling.
A Claude Code orchestration plugin compares typed Jev judgments with existing heuristics through opt-in shadow calls.
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NewJev chooses context, worker routing, tool recovery and focused checks from host-prepared options while Opus handles reasoning.
Coding-agent hooks use Jev to judge project rules and completion claims.
Jev judgments help an agent guard allow, ask, or deny tool actions.
OpenRouter uses Jev to select a model and reasoning effort for each incoming request.
A code search CLI that asks Jev typed relevance and scope questions about candidate source blocks.
PDF page router that uses Jev to identify pages needing OCR, extracts text pages locally, and merges the results in order.
Native Zig coding agent with an optional Jev-backed automatic permission reviewer for pending tool actions.
macOS chat overlay that judges incoming-message intent and reply risk, then ranks suggested replies.
Agent tool and CLI that batches typed Jev classifications, checks, scores and rankings for coding tasks.
Coding-agent fork with a native TypeSafe Jev judgment provider used for bounded agent decisions.
LLM gateway whose optional Jev complexity classifier routes each incoming request to a configured model tier.
EPUB translation tool that can ask Jev which markup groups contain text worth translating.
Coding-agent workflow with optional Jev hints for correction detection and command risk.
A Claude Code module that uses Jev to route model tier, reasoning effort, and risky-action judgment for agent tasks.
A set of Jev-powered tools for Claude Code, including guarded tool calls, document classification, search, browser control, and review.
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NewAdds a Jev decision to Command Code agent continuation.
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NewChanges coding-agent reasoning effort during a task.
Chooses which tests are likely affected by a Git diff.
Uses fast decisions to organize memory and guide retrieval for long-running agents.
A provider proxy for coding agents with optional Jev model and effort routing.
A collaborative workspace that routes team conversations and review work to AI agents.
An MCP proxy and hooks adapter screen agent tool calls and returned content with probability-based Jev judgments.
A small Grok Bot router uses Jev to decide whether to reuse work, stop retries, limit research, or ask for approval.
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NewA prompt composer classifies task difficulty when the user finishes typing and offers a faster mode for simple requests.
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NewA natural-language API finder uses Jev to choose among more than a thousand endpoints across dozens of providers.
A Pi coding-agent extension uses Jev to discover relevant tools and skills, make typed judgments, and optionally guard tool calls and compaction.
A Unix CLI that turns Jev judgments into predicates, routes, scores, filtered streams and stable exit codes.
A fail-closed permission gate for Pi that asks Jev to judge tool calls left undecided by hard rules.
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NewA visual builder that wires Jev Choice, Score and Boolean decisions into prompt workflows.
An opt-in Jev review of ambiguous dead-code findings in the Skylos scanner, with uncertain results left visible.
A phone conversation copilot that reads visible chat and offers suggested replies while the user stays in control.
Rank Pi Agent Skills for the current task with TypeSafe Jev
Jev DSH 决策引擎|面向 Agent Harness 的结构化决策插件。原生支持 DeepSeek Harness,通过 iPolloWork 支持 OpenCode、Codex Harness。
Jev-powered semantic code search for coding agents — find behavior across repositories via CLI or MCP, with exact source excerpts and line numbers.
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NewJev + GrokBot is the best AI agent system I’ve built in my life It just made my setup CHEAPER and FASTER than what 95% of people are running... setup takes literally 7 minutes: prompt → GrokBot → Jev decision → GrokBot execution → result s…
Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev.
用 TypeSafe Jev 推荐已安装 Skill / Bounded installed-skill recommendations with TypeSafe Jev. Python CLI, Codex skill, bilingual docs and live examples.
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NewJev brought us closer to JARVIS it instantly does things like launch agents on a canvas - without awkawardly waiting for slowGPT LLM loop @clonkapp is now the fastest agent orchestrator on the planet
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NewJev dropped the price of SEO/GEO fixes by 90% Agents that audit and fix a client's SEO/GEO used to cost us ~$250 Here's where the savings come from: 1/ 30x faster reads of Search Console and PostHog/Mixpanel data 2/ 30x faster checks of wh…
A Jev toolkit for agent model routing, memory filtering, compaction, skill selection, triage, and bounded computer/browser decisions.
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Newbest coding agent use case for Jev: enforcing rules a linter can't coding agents tend to break rules and some rules can't be codified Jev can now score every turn against such rules and tell the agent what to fix asap open-source:
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NewToday I’m excited to show you our new harness called AgentRun, built with @pidotdev and @typesafeai's Jev. It’s built for an agent to learn how to do a job, code itself a general solution, and then get out of the way.
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Newit's f*cking insane Jev sat between GPT and me, killing every draft that broke my rules before i saw it. good setup. then Jev did not answer. the agent decided silence was safer and stopped sending me anything at all. took a second agent t…
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NewAlright playing with Jev through Vercel. 1. quick coaching support during a session rather than running through my gateway. 2. Anti-slop detector and fixer.
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Newthanks to @typesafeai jev I no longer have fill out all of those fields on prompt boxes. It picks the agent / model / computer / folder for me. - For a major rewrite it uses Fable + Claude Code. - Changes to an ios app run on one of my macs
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NewJev made our Slack agent 2x faster ⚡️ Our agent can be quite slow because it needs to read skills and figure out which tools to call. We used @typesafeai's new model to speed this up by first passing it the prompt and classifying the best…
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NewPlayed around with @typesafeai Jev today, mostly to understand what it does for tool calling. Instead of an LLM deciding what to do, I substituted that part with Jev. My learning is that we will be able to make the agent act before the use…
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NewDoc-OCR router using Jev @typesafeai A Jev-powered router that looks at a PDF page by page, decides which pages actually need OCR, extracts the rest locally. Result: save cost on # OCR pages + speed
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NewCorent’s brain uses @typesafeai Jev now. Not to generate the output, to make the decision before the output gets generated. When a request comes into Corent, you don’t need to tell us which model to use. You send the prompt, the workload a…
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NewStarchild just became the first professional-grade app to integrate Jev from @typesafeai We use Jev to help route to LLMs which gave a 20x decrease in cost and 6x increase in speed for prompt classification Here it is classifying prompts i…
A Rust CLI and MCP server uses Jev to route and score zero-cost SEO and generative-search research tasks.
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NewExperimentation with Jev from @typesafeai and our harness @goose_oss Use Jev to take a prompt and JIT select a model just before the turn runs. Jev and models like it will be useful in many areas and this is just early prototype code on a…
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NewGot early access to @typesafeai Jev and spent a few hours building on it. The problem I keep hitting: agent traces tell you which tool ran, how long it took, what it returned but never whether the agent is actually getting anywhere. An age…
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NewShipper presents a Jev-assisted workflow for turning website URLs into mobile applications; the full build path is not independently reproduced.
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NewJev also constantly monitors my macOS clipboard. Is the content of the clipboard a terminal command? The app offers a quick action to run it in my terminal.
Jev picks which of your rules apply to each prompt, so Claude only sees the ones that matter.
A lightweight Jev-powered router for models, tools, and subagents.
A command-line toolkit exposes Jev verification, classification, extraction, ranking, routing, compaction, and custom typed decisions for scripts, CI, and agent workflows.
Fish-style zsh history autosuggestions ranked by Jev (TypeSafe).
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NewJev picking the next command from shell history
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NewEveryone picks Jev confidence thresholds by vibes. 0.95? 0.5? I built jevcal. Give it your data and say "I need 99% accuracy". You get the exact threshold, how much Jev can handle, and how much still needs an LLM. Open source, one command.…
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NewJust hacked a fun little project - Skill Router (Open source) using Claude and Jev @typesafeai Why? I have ~ 90 Claude Code skills installed and use maybe five. The rest are fine, I just forgot they existed, and Claude won't reach for a sk…
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Newi added Jev compaction to a small agent with searchable memory. this is a fork of nanocode with some extra tools to grep a file + use Jev compaction to remove unnecessary memories.
Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it.
ACP and MCP adapter that bridges TypeSafe Jev with any LLM — computer use and typed decisions alongside Codex, Claude, Grok, and OpenCode.
Classify first. Read selectively. A portable agent plugin and MCP tool for batch text classification.
Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into
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NewAn OpenCode plugin demonstration uses Jev to assess the intent of commands against an allowed-domain policy.
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NewA Claude Code plugin experiments with pruning context instead of summarizing it.
A decision layer for agent ranking, verification and action assessment.
"Work appears completed or recorded. Run /compact to save tokens."
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NewA demo assistant connects search, reference, weather and personal tools.
Self-hosted, versioned skills library for AI agents. MCP, scoped clients, and optional Jev recommendations.
Interactive TypeScript coding CLI with typed routing, decision programs, and validated formal trees driven by Jev.
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NewA CLI recommends an agent or model from a task and the user's available AI subscriptions.
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NewBuilding an agent with model router powered by Jev.
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NewA PR-review demonstration turns Jev probabilities into review routes, with uncertain critical checks handed to a human or larger model.
Skillbox uses Jev to return relevant agent skills directly from a query.
An experimental supervisor uses Jev to assess and steer a coding agent.
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Newgot @typesafeai's new model Jev as a chief of staff for bots Jev reads the task, wakes the right teammates off the bench and gives each one the right model It is possible on OpenMausBot as it supports all the LLMs from your existing subscr…
Now using @typesafeai Jev in etc AI ends up vibe coding so much AI regex slop if you don't read the code, so I can finally move all this hard-coding to Jev and it's insanely fast! Also for regular LLM calls, it is around 10x faster, 50% ch…
A Rust CLI ranks installed agent skills against live session context with Jev, then applies abstention and local feedback around the typed result.
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NewAn MCP tool supplies repeated software-quality measurements to coding agents.
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NewA router uses Jev to choose the model that best fits each incoming request.
A personal-assistant agent uses Jev to select one tool from a 100-tool catalog before each model step.
Ultra-fast, criteria-based model routing using Jev from @typesafeai.
A staged code-review workflow follows Jev signals through focused checks and a local dashboard.
A local router chooses a model tier for each Claude Code or Codex turn.
A Pi extension gates tool calls, judges command output and exposes typed Jev questions.
A Pi extension watches tool calls and agent progress for safety and completion problems.
A Claude Code hook that filters large tool results before they enter the agent's context.
The Loki agent offers Jev as an optional typed-decision companion and session model router.
Code quality and test coverage for coding agents: Jev scores each source file so the agent knows what to fix first.
An agent memory plugin that can ask Jev whether a new request needs a memory search.
duet-agent uses a Jev-backed routing table to select models for agent work.
A local memory system for AI agents with an optional Jev reranker for recalled notes.
A repository governance kernel can attach optional Jev trajectory observations to its assurance loop while retaining deterministic policy, interlocks and proof rules.
OpenWork uses Jev as a typed verification judge for agent-produced work in its evaluation testkit.
Smithers uses Jev checks and scores across repository and workflow automation.
A terminal tool exposes typed Boolean, Choice and Score evaluations with Jev as the default evaluation model.
A terminal coding agent uses Jev for typed turn, risk and progress judgments before its generative planning and tool loop.
Formanator can use Jev to select benefit and reimbursement categories for claims.
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