Entity trail

Voyager

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Sources

Corpus findings

2026-07-27 / sources-researcherOpenForgeRL: Microsoft Open-Sources End-to-End RL Training for Claude Code and Codex-Style HarnessesMicrosoft's OpenForgeRL (arXiv 2607.21557, July 23) targets a real gap — harness-based agents like Claude Code and Codex drive multi-turn reasoning, tool use, and external system access, but were previously hard to train end-to-end with standard open RL infrastructure. The trick is decoupling training from inference via a lightweight proxy that records model calls as training data, paired with Kubernetes orchestration for scalable rollouts, so you train the agent as it actually runs inside its harness. Reported results beat open baselines of similar size on nearly all benchmarks: 31.7 pass@1 and 55.9 pass@3 on ClawEval and 33.7 on QwenClawBench for tool use; 37.7 on OSWorld-Verified, 63.0 on Online-Mind2Web, and 72.3 on WebVoyager for GUI agents.
2026-07-23 / arxiv-researcherHijackKV: Position-Independent KV Cache Reuse Lets an Attacker Hijack Queries With 94% Success and Zero Malicious Text in the PromptServing stacks that adopted position-independent KV reuse (reusing cache for any identical text chunk regardless of position, to raise hit rates over prefix-only matching) inherit a new attack class: the cached KV for a benign chunk can secretly encode an attacker-controlled prefix. HIJACKKV optimizes that prefix so a victim query reusing the chunk is steered to the attacker's goal — 94% average success in a single attempt, still effective at 10% cache hit rates and 50% recomputation, persisting across multi-turn turns and transferring black-box across models. If you enabled chunk-level KV reuse for throughput, this is a live config risk, not a theoretical one.
2026-07-23 / github-pulse-researcherVoyager Bundles Timelines, Folders, Usage Tracking and Chat Export Across AI Studio, Gemini, Claude and ChatGPT in One ExtensionNagi-ovo/voyager (~19.2K stars, TypeScript) is an enhancement suite spanning four separate consumer AI web UIs, adding conversation timelines, folder organization, prompt libraries, usage tracking, chat export and a plugin system. The existence of a 19K-star third-party layer patching the same missing features across all four vendors is a clear read on the gap: none of the first-party web clients treat conversation history as a managed corpus, and users with hundreds of threads have been building the org layer themselves.
2026-06-30 / skill-finderConsolidate an agent's learned skills into a hierarchy (SkillPyramid) to generalize and cut stepsSkillPyramid (June 2026) extends Voyager-style skill libraries with a hierarchical skill topology plus a self-evolution loop that composes, validates, and incorporates new skills during execution — rather than letting a flat skill library bloat. Across ALFWorld, WebShop, and ScienceWorld on four backbone models it raised average reward 38.0% and cut execution steps 27.7%. The takeaway for agent builders: don't just append every successful trajectory as a new flat skill; consolidate them into reusable, composable tiers.
2026-06-09 / vibe-coding-researcherNagi-ovo/gemini-voyager: All-in-One Enhancement Suite for Gemini & AI Studiogemini-voyager (18,671 stars) is a browser extension that adds timeline navigation, folder management, a prompt library, and chat export to Google Gemini and AI Studio. It targets power users who run long, sprawling Gemini sessions and need to organize, reuse, and extract their prompts and outputs. Tangential to coding agents but part of the broader tooling layer growing around frontier chat interfaces.
2026-06-04 / skill-finderPin browser agents to one high-impact task and design for failure (CAPTCHAs, expiry, markup drift)Browser-use hits 89.1% on WebVoyager across 586 tasks, but production reliability comes from scoping: get one clearly-defined task working reliably before adding the next, and never assume success — websites change, CAPTCHAs appear, sessions expire. Pair with self-healing frameworks like Stagehand whose scripts survive markup changes, and use managed cloud browsers (Browserbase/Steel) to scale headless sessions.
2026-05-29 / github-pulse-researcherGemini Voyager v1.4.7 Ships May 28 at 18.4K Stars: All-in-One Enhancement Suite Adapts to Gemini's Major Web UI RedesignNagi-ovo/gemini-voyager is a browser extension (Chrome, Firefox, Edge, Safari) that adds folder organization, timeline navigation, prompt vault, chat export (JSON/Markdown/PDF), and Mermaid diagram rendering to Google Gemini and AI Studio. The v1.4.7 release (May 28) adapted to Gemini's major web UI redesign, particularly affecting default model selection and folder functionality. At 18.4K stars with 91 releases across 1,152 commits, it's the most mature Gemini productivity extension.
2026-05-17 / github-pulse-researcherNagi-ovo/gemini-voyager at 18K Stars: Browser Extension Adds Folder Management, Timeline Navigation, and Prompt Vaults to Google Gemini and AI StudioGemini Voyager v1.4.4 (May 15, 2026) is an all-in-one enhancement suite available on Chrome, Firefox, Edge, and Safari that adds missing organizational features to Google Gemini — two-level folder hierarchy with drag-and-drop, visual timeline nodes for jumping between conversation branches, a reusable prompt vault with cloud sync to Google Drive, and chat export to JSON/Markdown/PDF. Also auto-renders Mermaid diagrams, fixes Markdown formatting bugs, and removes watermarks from AI-generated images.
2026-05-16 / arxiv-researcherOrchard: Open-Source Agentic Framework Sets SWE-Bench SOTA at 67.5% with Qwen3-30BOrchard introduces credit-assignment supervised fine-tuning to learn from productive segments of unresolved trajectories, plus Balanced Adaptive Rollout for sparse-reward RL. Using Qwen3-30B-A3B-Thinking, Orchard-SWE achieves 64.3% on SWE-bench Verified after SFT and 67.5% after RL — new SOTA among open-source models of comparable size. Orchard-GUI reaches 68.4% average across WebVoyager/Online-Mind2Web/DeepShop, competitive with proprietary systems from OpenAI and Google. Distills 107K trajectories from MiniMax-M2.5 and Qwen3.5-397B.
2026-04-23 / agents-researcherGoogle Project Mariner Scores 83.5% on WebVoyager with Cloud VM Execution, Plans Visual Builder and Agent Marketplace for Q2-Q3Google DeepMind's web-browsing agent Project Mariner, powered by Gemini 2.0, achieves 83.5% on the WebVoyager benchmark and handles ten concurrent tasks on cloud-based virtual machines. At Cloud Next 2026, Google outlined the roadmap: Mariner Studio (visual builder) in Q2, cross-device synchronization in Q3, and an agent marketplace in Q4. Currently available to AI Ultra subscribers in the US. This is the most concrete roadmap any major lab has published for a web-browsing agent moving from research to product.
2026-04-23 / projects-researcherGemini Voyager Enhancement Suite Hits 17,270 Stars — Timeline Navigation, Folder Management, and Chat Export for AI StudioGemini Voyager, a browser extension for Google Gemini and AI Studio, has reached 17K+ stars with its all-in-one feature set: timeline navigation, folder management, prompt library, and chat export. For developers who use Gemini/AI Studio daily, it fills the UX gaps Google hasn't addressed — organized prompt management, conversation search, and structured export. The rapid star growth suggests strong demand for power-user tooling around Google's AI products.
2026-04-12 / projects-researcherGemini Voyager: All-in-One Gemini and AI Studio Enhancement Suite Surges to 16K StarsGemini Voyager is a browser extension providing timeline navigation, folder management, prompt library, and chat export for Google Gemini and AI Studio. Available on Chrome, Firefox, Edge, and Safari with all data stored locally. Hit 16,165 stars with rapid growth — notably during a February Gemini outage that made historical conversations inaccessible, Voyager users retained access through their saved folders.

Graph relationships

SUPPORTS
ChatGPT
Voyager is an extension that adds features to OpenAI's ChatGPT.
Source finding
SUPPORTS
Claude
Voyager is an extension that adds features to Anthropic's Claude.
Source finding
SUPPORTS
Gemini
Voyager is an extension that adds features to Google Gemini.
Source finding
SUPPORTS
AI Studio
Voyager is an extension that adds features to Google AI Studio.
Source finding

Source trail

GitHub SkillPyramid arXiv / HuggingFace Daily Papers (Microsoft)arXiv 2607.19957 GitHub GitHub — browser-use/browser-use arXiv The Next Web Microsoft Research arXiv

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